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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: August 14, 2026
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27,545 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 86 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform is a software development company specializing in custom software solutions, mobile app development, and system integrations. Reviews highlight their strong communication, technical expertise, and responsiveness, with 90% of feedback being positive. Clients appreciate their dedication to understanding long-term goals, resulting in sustainable solutions. A recurring theme (noted by 70% of reviewers) is their ability to seamlessly integrate with in-house teams and deliver on time.

    See all 86 projects

    Reviews mention High-quality work

    Simform consistently receives high praise for delivering high-quality work across various projects. Clients commend their responsiveness, flexibility, and ability to meet deadlines. For instance, one client noted their 'next level' ease of collaboration and proactive approach, while another highlighted a 'beautiful app' produced for their members. Overall, feedback reflects a strong sentiment towards Simform's commitment to quality and excellence in project execution, with clients expressing trust in their capabilities.
    • Mobile App Development for Digital Transformation Agency
      4.5 Aug 24, 2023

      Timely delivery was achieved with key features delivered in a timely manner and the features were developed with quality and had less bugs. The communication with the team was great; they understood the requirements and raised any roadblocks/risks/questions that the team might have.

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    • Mobile App & Software Development for Medical Device Company
      5.0 Nov 7, 2022

      The quality of the people is fantastic. Everyone is highly experienced and easy to work with, doing everything possible to make the projects a success.

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    • Web App Dev Resources for E-Commerce Booking Software Co.
      5.0 Aug 31, 2022

      The quality of Simform’s output is judged by the number of bugs present, which are almost negligible. The quality of the deliverables is very good. Whenever there are bugs, Simform addresses them right away.

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    • UI/UX Design & Custom Software Development for HR Firm
      5.0 May 10, 2022

      Simform has done an exceptional job, exceeding expectations. This project is a huge step out of our comfort zone, and we’ve been very conservative with the budget, keeping almost everything in-house.

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    • App Dev & Design for Entertainment Ratings Platform
      5.0 Sep 24, 2020

      We really enjoyed working with them. The quality was really good.

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    3 of 3 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 3 times in the past 6 months

    In recent reviews, clients praised Simform for their professionalism, responsiveness, and commitment to long-term solutions. One client noted their 'strong communication practices' and timely delivery within budget, while another highlighted the team's proactive approach to understanding project needs. A CTO commended Simform's expertise in software development, emphasizing their ability to manage complex tasks independently. Overall, the sentiment is highly positive, though there are suggestions for improved end-user documentation.
    Read 3 Recent Reviews

    Industry Experience

    Simform has garnered positive feedback across various industries, showcasing expertise in Education, Hospitality, Information Technology, and Financial Services. Reviews emphasize their strengths in project management, timely delivery, and responsiveness, leading to successful outcomes. Clients appreciate their ability to align with organizational needs, enhance user experiences, and develop scalable solutions. Overall, Simform is well-suited for clients in sectors prioritizing technical development, user-centric designs, and strategic collaboration.

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    Select Industry to see insights

    Utilities eCommerce Logistics & Supply Chain Wellness & Fitness Agriculture Media Consulting Human Resources Other industries Construction Legal Gaming Food & Beverages Other Industry Consumer Products Software Business services Arts, entertainment & music Education Real estate Nonprofit Financial services Fitness Information technology Hospitality & leisure Advertising & marketing IT Services Healthcare

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praise Simform for their exceptional cost-effectiveness and value for money. Many reviews highlight that their pricing aligns well with client budgets while delivering high-quality outcomes. For instance, one client noted that Simform's pricing fit their budget and provided good value for the cost. Another remarked on their ability to deliver projects within agreed timelines and budgets, emphasizing transparency and lack of hidden costs. Overall, the sentiment reflects satisfaction with the balance of cost and quality in Simform's services.
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    Wizard Labs Logotype

    Wizard Labs

    5.0 7 reviews
    Premier Verified
    $50,000+
    $100 - $149 / hr
    10 - 49
    Vancouver, Canada

    Services provided

    30% AI Development
    30% Custom Software Development
    20% AI Consulting +1 service
    20% Generative AI

    Wizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.

    See all 7 projects
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews for Wizard Labs highlight their exceptional project management, technical expertise, and client-focused approach. Clients commend their ability to deliver polished MVPs and provide clear, actionable guidance on complex AI projects. One client noted, 'Maz and his team know their stuff,' emphasizing their honest assessments and commitment to quality. Overall, sentiment is highly positive, with no reported areas for improvement, reflecting strong client satisfaction and confidence in their capabilities.
    Read 2 Recent Reviews

    Industry Experience

    Wizard Labs has demonstrated strong expertise across multiple industries, including business services, customer communication, franchising, AI automation, and information technology. Clients highlight their exceptional project management and AI/ML capabilities, with positive feedback on the quality of deliverables and responsiveness. The overall sentiment is highly favorable, particularly in AI-driven projects, suggesting Wizard Labs is well-suited for clients seeking innovative solutions in tech-heavy environments.

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    Select Industry to see insights

    Information technology Business services Wellness & Fitness Software Logistics & Supply Chain

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.
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    United States (3) Canada (2)
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    BlueLabel Logotype

    BlueLabel

    4.7 70 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel is a versatile technology consultancy known for its expertise in AI development, app design, and workflow automation. Across their reviews, clients consistently praise their agility, strategic clarity, and technical execution. BlueLabel's responsiveness and ability to integrate with existing systems are commended by 100% of reviewers, while 60% highlight their exceptional project management. Their commitment to delivering results on time and their ability to align with client cultures and values are frequently noted. Overall, BlueLabel maintains high client satisfaction, with no significant areas for improvement reported.

    See all 70 projects
    1 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, clients have praised BlueLabel for their strong project management and effective communication. A director from Zip noted their impressive ability to embed within the team and deliver a comprehensive design toolkit, although they suggested improvements in proactive communication during delays. Similarly, the CEO of Morgan Group highlighted their structured approach and rapid delivery of Microsoft-native AI pilots, achieving significant time savings without introducing new tools. Overall, feedback indicates a high level of satisfaction with BlueLabel's services.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel has demonstrated expertise across various industries, notably in Financial Services, Manufacturing, Healthcare, and Insurance, where they excelled in UX design, AI integration, and project management. Clients praised their ability to align with business objectives and deliver effective solutions, highlighting their responsiveness and collaborative approach. Overall sentiment reflects satisfaction, with clients appreciating their adaptability and commitment to quality work, making them well-suited for projects in these sectors.

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    Select Industry to see insights

    Information technology Agriculture Healthcare Other industries Wellness & Fitness Nonprofit Retail Media Research Sports Other Industry Government Design Automotive Construction Software Financial services Arts, entertainment & music IT Services Real estate Education Manufacturing Food & Beverages Insurance Advertising & marketing

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (17) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's pricing and value for money is overwhelmingly positive, with many noting that their costs align well with the quality of service provided. For example, one client highlighted that BlueLabel's competitive pricing and high-quality output made them a preferred choice over other vendors. Another client emphasized that BlueLabel's transparent communication about costs and budget management contributed to overall satisfaction. Overall, clients appreciate the value received relative to their investment, often remarking on the exceptional quality and responsiveness of the team.
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    United States (67) Thailand (1) United Arab Emirates (1)
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  • Civictus Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    West Valley City, UT

    Services provided

    100% AI Development

    Founded in 2022, Civictus is a small West Valley City, Utah-based AI firm. Their team specializes in Artificial Intelligence.

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  • Photoneo Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Erlanger, KY

    Services provided

    50% AI Development
    50% Product Design

    Established in 2013, Photoneo is a midsize Product Design and artificial intelligence company. Their team focuses on Product Design and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 26 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    Azumo is a software development company with a strong emphasis on customized solutions, cloud migration, and resource augmentation. Across the reviews, 100% of the feedback is positive, highlighting their flexibility, excellent project management, and ability to meet deadlines. Approximately 70% of reviewers specifically mention Azumo's cultural fit and alignment with company values, emphasizing their collaborative approach and commitment to client success.

    See all 26 projects

    Reviews mention Team players

    Clients consistently highlight Azumo's exceptional ability to integrate seamlessly into their teams, demonstrating strong collaboration and commitment. For instance, one client noted that Azumo's project manager ensured effective communication and workflow, making them feel like full-time employees. Another client emphasized their developers' responsiveness and rapport, stating they have become part of the family. Overall, the sentiment reflects a positive view of Azumo as team players, with clients appreciating their proactive engagement and alignment with internal goals.
    • Dev for Digital Tool & Enterprise Platform
      5.0 Nov 30, 2018

      They are very involved and feel like a part of our internal team. Our best interests are first in their minds, and they clearly care about our goals. They write all of our code and help clarify any language issues or issues we face. We have a wonderful experience with them and consider ourselves very lucky.

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    • Dev for Digital Tool & Enterprise Platform
      5.0 Nov 30, 2018

      We work with the developers on new features and stories in Jira, and operate within a scrum environment. We also use GitHub to coordinate our code. There are daily planning meetings, and a lot of our communication runs through Slack. We work in two-week cycles and speak all day with them. I feel very close to their developers; they’ve become a part of my family.

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    Industry Experience

    Azumo has demonstrated expertise across various industries, including Supply Chain, Logistics, Medical, Financial Services, and Education. Clients commend their flexibility, responsiveness, and ability to deliver tailored solutions that optimize operational efficiencies. The overall sentiment is highly positive, highlighting Azumo's strengths in project management and technical proficiency, making them a suitable partner for businesses seeking innovative software solutions across these sectors.

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    Select Industry to see insights

    Supply Chain, Logistics, and Transport Software Social Networking Financial services Sports Healthcare Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Education Medical IT Services Media Legal

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (2)

    What Clients Have Said

    Azumo is frequently recognized for delivering exceptional value for money, with clients appreciating their cost-effectiveness. One client noted they chose Azumo for their 'good value for cost,' while another highlighted their flexibility in accommodating project scope changes without compromising quality. The overall sentiment indicates that clients feel they receive quality service and outcomes relative to their investment, with many expressing satisfaction with the results achieved and the professionalism of the Azumo team.
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    More responsive than most other service providers

    Azumo is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    Qubika Logotype

    Qubika

    4.9 61 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    30% AI Development
    30% Cloud Consulting & SI
    20% UX/UI Design +2 services
    10% AI Agents
    10% Mobile App Development

    Qubika is a versatile technology services company specializing in mobile app development, data engineering, and product design solutions. Overall feedback is overwhelmingly positive, with 100% of reviews highlighting their professionalism, timely delivery, and high-quality work. Clients frequently praise Qubika's adaptability, communication, and the ability to quickly provide skilled talent, making them a preferred partner across various technology-driven projects.

    See all 61 projects

    Reviews mention Professional

    The sentiment regarding Qubika's professionalism is overwhelmingly positive, with clients praising their responsiveness, timely delivery, and high-quality work. One client noted, 'They were very responsive, always responding within hours of any request,' while another highlighted their 'breadth of skillsets and professionalism.' Overall, clients expressed confidence in Qubika's abilities, stating they surpassed expectations in terms of professionalism and project management, with no significant areas for improvement identified.
    • Website & Mobile App Dev for Fitness Equipment & App Company
      5.0 Aug 26, 2024

      The project management and account team demonstrated exceptional communication. They provided outstanding service throughout the project. The PM delivered the work on time, keeping us informed at every stage. They were proactive in addressing our needs, ensuring that any changes or concerns were swiftly communicated. The entire process was smooth, transparent, and efficient.

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    • Mobile App & API Development & UX/UI Design for Auction Co
      5.0 Aug 22, 2024

      The team's breadth of skillsets and professionalism is quite impressive. No matter the task at hand, I felt I could go to Qubika for assistance and they instilled me with confidence that they'd not only be able to assist but they'd conduct the procedure in an organized, transparent, and professional way. I was able to develop trust with their team and processes in a way that I felt I could rely on them to assist in new endeavors the company would begin to explore.

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    • Website Development for Real Estate & Hospitality Company
      5.0 Aug 18, 2021

      December Labs was amazing. They were easy to communicate with, proactive, and highly professional. Their responsiveness and can-do attitude.

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    • Mobile App MVP for Recovery Company
      5.0 Jun 5, 2019

      We were always on the same page, and everything was completed in a timely manner. They’re a responsive, professional group that lets me offer feedback around the clock. We collaborate via Slack, and the developers are always eager to communicate. Whenever we get bogged down in time-consuming details, Moove It helps us shift gears to stay on task.

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    • Website & Features Setup for Communication Workshop Co
      5.0 Dec 23, 2024

      They did what and we asked and more. And the site was delivered on time, as promised. They worked very fast. In fact, when they told me how quickly they'd be able to get the website up and running, I was skeptical, but they delivered. I've worked with many such companies over the 35 years I've been in business and Qubika surpassed them in all in terms of professionalism, talent, timeliness, and cost.

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    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Clients consistently note that Qubika delivers strong value for money, citing competitive pricing and high-quality work. For example, one client highlighted that Qubika's pricing fit their budget while delivering exceptional service and results. Another remarked on their ability to manage projects efficiently, providing timely updates and responsiveness to feedback. Overall, the sentiment reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing Qubika's reputation as a reliable partner.
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    More responsive than most other service providers

    Qubika is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Sketch Development Logotype

    Sketch Development

    5.0 23 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    10% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Sketch Development is a versatile software development company providing comprehensive services such as UX/UI design, Agile coaching, and custom software solutions across various sectors. Reviews indicate overwhelmingly positive feedback, with 100% of clients appreciating their project management, responsiveness, and alignment with company culture. A notable 70% of reviewers highlight their impressive ability to adapt and deliver tailored solutions efficiently.

    See all 23 projects

    Reviews mention Transparent

    Overall sentiment regarding transparency in Sketch Development's project management is highly positive. Clients highlighted the company's exceptional clarity and organization, noting that communication was consistently open and effective. One client praised the project manager's ability to address questions patiently and provide thorough explanations, fostering a strong sense of partnership. Another client emphasized the organized and transparent approach, which added significant value to the project management process. This commitment to transparency instilled confidence and facilitated smooth project execution.
    • Frontend Site Dev & ERP Integration for Manufacturing Co
      5.0 Apr 16, 2025

      No issues with PM. They're very organized, transparent, and agile. Very responsive. Communication and method of managing the project. Additional time goes into planning, documenting, and managing the project but the organization and transparency of the project show its value.

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    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Over the past six months, clients have consistently praised Sketch Development for their professionalism, responsiveness, and ability to deliver tailored software solutions. For instance, Impact Marketplace noted a significant reduction in project processing time and appreciated the team's organizational skills. Similarly, Crumrine Property Tax Advisors highlighted the efficiency gained from automated invoicing. Overall, the sentiment is overwhelmingly positive, with no major areas for improvement identified by clients.
    Read 6 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (5) $50,000 to $199,999 (4) Less than $10,000 (1) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently commend Sketch Development for their strong value for money and effective pricing strategies. For instance, one client noted that Sketch's pricing fit their budget while delivering high-quality, customized solutions, leading to significant operational improvements. Another remarked on the company's exceptional responsiveness and generosity with time and services. Overall, the sentiment across reviews is overwhelmingly positive, highlighting Sketch's ability to provide excellent service at a fair cost, making them a reliable choice for various projects.
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    More responsive than most other service providers

    Sketch Development is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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  • Neon Perception Inc. Logotype

    Neon Perception Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Neon Perception Inc. Is an artificial intelligence firm. Their small team is in Louisville, Kentucky. Their services include Artificial Intelligence.

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  • Sploot AI Logotype

    Sploot AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Sploot AI is an artificial intelligence development company. They are in Lexington, Kentucky, and their services include Artificial Intelligence.

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  • Euclid Innovations Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Charlotte, NC

    Services provided

    60% AI Development
    20% Commercial Financing
    20% Digital Strategy

    Euclid Innovations is a Charlotte, North Carolina-based AI firm. The team specializes in Artificial Intelligence and Digital Strategy.

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  • Agerpoint Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Research Triangle Park, NC

    Services provided

    100% AI Development

    Agerpoint is an AI development company. The team is in Research Triangle Park, North Carolina, and their services include Artificial Intelligence.

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  • RNMKRS Logotype

    RNMKRS

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% Generative AI

    RNMKRS is an AI firm and Generative AI company established in 2023. Their services include Artificial Intelligence and Generative AI.

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  • Featured

    What are Featured Providers?

    Altar.io Logotype

    Altar.io

    4.9 28 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    10 - 49
    Lisboa, Portugal

    Services provided

    40% Custom Software Development
    25% AI Development
    15% Mobile App Development +2 services
    10% AI Consulting
    10% Product Design

    Altar.io is a software development company specializing in creating MVPs and custom solutions for startups across various industries. Reviews consistently highlight their exceptional project management and responsiveness, with 100% of reviewers praising their proactive communication and unique approach to collaboration. Clients commend Altar.io for their innovative thinking and dedication, with over 90% noting their ability to align projects with business goals.

    See all 28 projects

    Reviews mention Great team

    Altar.io has received consistently positive feedback highlighting their exceptional team. Clients noted their impressive ownership and dedication, treating projects as if they were their own. One client emphasized that Altar.io's team provided frequent updates and demonstrated an understanding of startup challenges, fostering a collaborative atmosphere. Overall, the sentiment reflects a strong appreciation for the team's professionalism, communication, and genuine care for client success, with minor technical issues cited as the only drawback.
    • App Development Services for Cinema Data Agency
      4.5 Sep 23, 2022

      The people who work at the company are very impressive. This is not a regular agency that will execute what you say to them, they will take ownership and treat your product like it's their product. The most unique thing about the company is that they genuinely care.

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    • Design and Dev for Digital Audio Platform
      5.0 Apr 4, 2019

      Altar.io’s team is composed of excellent leaders that take the initiative in communication and product development. Their team is personable and dedicated to our success. They have scaled their team to our needs throughout the project.

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    • Product Discovery & MVP Dev for SaaS Startup
      5.0 Jun 26, 2022

      It's hard to express in words how Daniel and the entire team truly feel as if they are part of your company. It is rare that an organization can create a feeling of not only extreme competence but even more importantly trust in such a short span of time. As a founder starting out, I was challenged, I was pushed and I was given support by Altar.io the same way my other co-founders have been throughout our journey.

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    Industry Experience

    Altar.io has garnered positive feedback across multiple industries including real estate, financial services, business services, information technology, and arts and entertainment. Their strengths lie in custom software development, product scoping, and UX/UI design, where clients commend their responsiveness, creativity, and ability to drive projects forward. Overall sentiment is particularly favorable in fintech and real estate, highlighting their expertise and impact, making them a strong candidate for startups and established firms in need of innovative tech solutions.

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    Select Industry to see insights

    Other Industry Business services Real estate Research Software Social Networking Hospitality & leisure Healthcare Financial services Telecommunications IT Services Consulting Information technology Arts, entertainment & music

    Average Project Cost Breakdown

    $10,000 to $49,000 (13) Less than $10,000 (5) $50,000 to $199,999 (5)

    What Clients Have Said

    Altar.io is consistently noted for providing excellent value for money, with clients highlighting their flexibility in budget and willingness to adjust project scopes. One client appreciated the team's ability to align with startup budget constraints, stating they demonstrated 'real flexibility around my budget.' Another remarked on the superior efficiency compared to previous vendors, noting a significant increase in project efficiency. Overall, clients express satisfaction with the costs relative to the quality of work delivered, often viewing Altar.io as a partner invested in their success.
    Read All Reviews

    More responsive than most other service providers

    Altar.io is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    Snotor Logotype

    Snotor

    5.0 35 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Rīga, Latvia

    Services provided

    30% Mobile App Development
    25% Web Development
    10% AI Development +4 services
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    5% UX/UI Design

    Snotor is a versatile development company specializing in software and mobile app development, AI solutions, and technical audits. Their reviews on Clutch.co are overwhelmingly positive, with consistent praise for their technical expertise, communication, and project management. Approximately 100% of the reviews commend Snotor's responsiveness and reliability, emphasizing their collaborative approach and commitment to project success.

    See all 35 projects

    Reviews mention Exceptional performance

    Snotor received exceptional feedback for their project management and professionalism. Clients praised their clear communication, timely delivery, and attention to detail, which facilitated a smooth collaboration. One client noted Snotor's ability to fully understand their needs and deliver customized solutions that exceeded expectations. The successful integration of plugins for automation significantly enhanced workflow efficiency and customer engagement, resulting in increased review volumes and improved online reputation.
    • AWS Web Development for Survey Company
      5.0 Aug 5, 2022

      The work has been well received, and the application exceeds our expectations — it functions great. They've also been very responsive about any bugs we identified; users are reporting high satisfaction levels in using the application. The product has also streamlined the process of delivering and reviewing the data.

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    • E-Commerce Web Dev & Design for Dance Apparel Store
      5.0 Jun 22, 2021

      The MassMedia team has a great attitude. When you work with them, you feel you’re the center of their attention. They really go the extra mile to overcome your expectations. Their code work is great.

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    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Snotor highlight a strong overall sentiment, with clients praising their technical expertise and collaborative approach. A founder noted their impressive ability to understand complex requirements and contribute valuable ideas. Another client emphasized Snotor's transparent project management and timely delivery of milestones. Feedback also highlighted exceptional customer support, particularly from their team members. Overall, clients expressed high satisfaction and confidence in Snotor's capabilities, with no significant areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Snotor has demonstrated significant expertise across various industries, including Information Technology, Medical, Education, and Arts. Clients commend their strong communication, responsiveness, and proactive approach, with many noting their ability to deliver complex projects on time. In the IT sector, they excel in software development, while in Medical, they provide innovative solutions for healthcare applications. Their work in Education highlights their commitment to developing user-friendly platforms. Overall, Snotor is well-suited for clients seeking dedicated partnership in tech-driven projects in these sectors.

    Read All Reviews

    Select Industry to see insights

    Medical Information technology Software Wellness & Fitness Sports Engineering Retail Human Resources IT Services Education Manufacturing Other industries Financial services Arts, entertainment & music Healthcare Advertising & marketing

    Average Project Cost Breakdown

    $10,000 to $49,000 (14) $50,000 to $199,999 (4) Less than $10,000 (1)

    What Clients Have Said

    Snotor has received positive feedback regarding their overall cost and value for money. Clients frequently noted that their pricing aligns well with budgets, with comments such as 'good value for cost' and 'pricing fit our budget.' One client emphasized that Snotor consistently delivers high-quality work ahead of schedule, enhancing the perceived value. Overall sentiment reflects satisfaction with Snotor’s affordability and the quality of their services, making them a desirable partner for various projects.
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    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +1 service
    10% Cloud Consulting & SI

    CodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.

    See all 53 projects

    Industry Experience

    CodeNinja has demonstrated expertise across various industries, including Financial Services, Energy & Natural Resources, Education, Retail, and Automotive. Feedback highlights their strengths in project management, timely delivery, and responsiveness to evolving client needs. Clients from Financial Services praised their ability to create compliant systems, while the Energy sector noted their innovative AI implementations. Overall, the sentiment is positive, suggesting CodeNinja is well-suited for projects in financial technology, sustainability solutions, educational platforms, eCommerce, and more.

    Read All Reviews

    Select Industry to see insights

    Education IT Services Business services Retail Consulting Advertising & marketing Automotive Manufacturing Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Financial services Information technology Construction Banks Energy & natural resources

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What Clients Have Said

    Clients generally express satisfaction with CodeNinja's pricing and perceived value for money. Feedback highlights that their pricing fits various budgets, with clients like TAM Consulting noting it was a key reason for selection. Bayan Credit Bureau emphasized the good value for cost, while others consistently mentioned positive experiences regarding project outcomes relative to investment. Overall, CodeNinja is seen as a cost-effective partner delivering quality results, reinforcing a favorable sentiment about their cost-to-value ratio.
    Read All Reviews

    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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  • Mindtrace Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Newport, RI

    Services provided

    100% AI Development

    Mindtrace Ltd is an artificial intelligence development company. They were founded in 2017, and their services include Artificial Intelligence.

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  • IDM Solutions, LLC Logotype

    IDM Solutions, LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% Generative AI

    IDM Solutions, LLC is a small artificial intelligence firm in Bristol, Rhode Island. The team provides Artificial Intelligence and Generative AI.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    35% AI Development
    20% Mobile App Development
    20% Web Development +2 services
    15% UX/UI Design
    10% DevOps Managed Services

    Phaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.

    See all 28 projects

    Reviews mention Flexible

    Phaedra Solutions has received consistently positive feedback regarding their flexibility in project execution. Clients have praised their ability to adapt resources based on project needs, as noted by one client who appreciated their willingness to change team composition accordingly. Another client highlighted their prompt responsiveness, stating they address emergencies within minutes. Overall, the sentiment surrounding flexibility is strong, with clients feeling supported and engaged in a collaborative process that encourages dialogue and innovative solutions.
    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      They’re very flexible, which makes things easy. Even when they send a suggestion that doesn’t work for us, they don’t hound us. Instead, it’s a dialog around the pros and cons.

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    • Rebranding Exercise & Site Maintenance for Retail Firm
      5.0 Sep 14, 2020

      They were available daily for any kind of review and were very flexible when we had to make additional changes to plans, treating this project as their own business and advising on best practices.

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    • Web Dev and Mobile App Dev for Food Rescuing Platform
      5.0 Sep 9, 2020

      I haven’t worked with that many providers, but I have to say that they are super flexible and extremely responsive. Every time I have an emergency, they are on it and try to solve it within 5 to 10 minutes of me texting them.

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    Read All Reviews
    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the past six months, clients have consistently praised Phaedra Solutions for their professionalism, responsiveness, and ability to deliver high-quality work on time. Notably, one client highlighted their effective communication and project management, stating, "The team keeps us in the loop throughout the process." Another client emphasized the successful integration of AI workflows, resulting in measurable improvements like higher client adoption and reduced bug reports. Overall, the sentiment is highly positive, with clients expressing satisfaction and no significant areas for improvement.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Phaedra Solutions' competitive pricing and strong value for money. One client noted, "Pricing fit our budget" and emphasized their "good value for cost." Another echoed this sentiment, stating their pricing was favorable and the quality of work exceeded expectations. Overall, the sentiment surrounding cost is positive, with multiple clients expressing satisfaction with the financial investment relative to the quality and timeliness of deliverables.
    Read All Reviews

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 37 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

    40% AI Development
    20% AR/VR Development
    10% AI Agents +3 services
    10% AI Consulting
    10% E-Commerce Development
    10% Mobile App Development

    Kraftors Web Solutions Private Limited is a versatile software development company providing a wide range of services, including web and app development, AI solutions, and analytics platforms. Based on client reviews, the company delivers projects on time and demonstrates strong project management skills. Impressively, 100% of reviewers highlighted their ability to understand complex client needs and align their solutions accordingly, resulting in enhanced user engagement and operational efficiency.

    See all 37 projects

    Reviews mention Experienced

    Clients express a highly positive sentiment regarding Kraftors Web Solutions Private Limited's expertise and project management. One client highlighted their exceptional responsiveness and timely delivery, stating the app exceeded expectations. The Flutter-based app developed for a travel firm significantly improved user experience and streamlined vacation planning. However, a suggestion for improvement included providing clearer user instructions to enhance overall usability.
    • Mobile App Design & Development for Direct-Selling Company
      5.0 Jul 31, 2024

      The job was done on time, and the crew was very receptive to our input. Their project management was exceptional, ensuring that the app exceeded all of our expectations and was delivered on time. Their Flutter experience and commitment to producing a high-quality, user-friendly app were amazing.

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    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the last six months, client feedback for Kraftors Web Solutions Private Limited has been overwhelmingly positive. Clients praised their ability to deliver high-quality solutions on time, with one CEO noting they 'delivered more than expected.' Their effective communication and project management skills were highlighted, although some suggested improvements in documentation and initial questioning. Overall, clients valued their technical expertise and dedication to understanding specific project needs, establishing Kraftors as a reliable partner.
    Read 3 Recent Reviews

    Industry Experience

    Kraftors Web Solutions Private Limited has garnered positive feedback across various sectors, including Medical, Education, Financial Services, Arts, Entertainment & Music, Retail, and Utilities. Clients commend their expertise in developing complex applications, AI solutions, and user-friendly interfaces. The overall sentiment reflects strong satisfaction with their project management and responsiveness, making them particularly suitable for tech-driven projects in healthcare, education, and financial services, while also excelling in retail and entertainment industries.

    Read All Reviews

    Select Industry to see insights

    Medical Education Financial services Healthcare Utilities Human Resources Gaming Retail Food & Beverage Design Software Information technology Arts, entertainment & music Other industries

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) Less than $10,000 (1) $50,000 to $199,999 (1)

    What Clients Have Said

    Clients consistently praise Kraftors Web Solutions Private Limited for providing excellent value for money, often highlighting their competitive pricing and alignment with budgetary constraints. One client noted, "their pricing fit our budget, they were a great culture fit, and they offered good value for the cost." Additionally, another client expressed satisfaction, stating, "they delivered beyond expectations" while maintaining affordability. Overall, the sentiment reflects a strong appreciation for the quality of service relative to the cost, reinforcing their reputation as a cost-effective solution.
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS is a versatile technology solutions company specializing in mobile app development, software development, and web services. The overall feedback from their clients on Clutch.co is overwhelmingly positive, with approximately 95% of reviewers appreciating their project management skills, technical expertise, and commitment to deadlines. Notably, 80% of reviews highlight their flexibility and reliable communication, making them a preferred partner for complex projects across various industries.

    See all 15 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, LANARS has received highly positive feedback for their reliability and flexibility. Clients noted a significant 37% increase in conversion rates and an 80% reduction in translation time after project completion. One client praised LANARS for their ability to adapt to scope changes while consistently meeting deadlines, and highlighted their impressive optimization of AI translation pipelines. Overall, clients expressed satisfaction with the professional approach and effective communication throughout the project.
    Read 1 Recent Review

    Industry Experience

    LANARS has received positive feedback across multiple industries, including Information Technology, Financial Services, Manufacturing, Business Services, and Construction. Clients commend their expertise in mobile and web application development, effective project management, and adaptability to scope changes. The overall sentiment is highly favorable, particularly in IT and Financial Services, where they’ve demonstrated strong technical capabilities and communication skills. Potential clients in these sectors may find LANARS to be a suitable partner for their project needs.

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently praise LANARS for their competitive pricing and excellent value for money. One client noted that LANARS' pricing fit their budget while providing great value, stating, 'good value for cost.' Another mentioned that LANARS exceeded expectations, delivering high-quality work at a reasonable price. Overall, the sentiment reflects that LANARS offers reliable services that align well with clients' financial expectations, making them a preferred choice for various projects.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Simantex Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Providence, RI

    Services provided

    100% AI Development

    Simantex is an AI development company. Located in Providence, Rhode Island, the team offers Artificial Intelligence.

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  • LTi Technology Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Omaha, NE

    Services provided

    100% AI Development

    LTi Technology Solutions, an AI firm, was founded in 1989. The team offers Artificial Intelligence and is based in Omaha, Nebraska and Overland Park, Kansas.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    4.9 59 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Web Development +4 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Leobit is a software development company specializing in AI and mobile application solutions, catering to diverse industry needs such as FinTech, IoT, and digital marketing. Reviews consistently praise their technical expertise, strategic partnership approach, and on-time delivery, with 100% of feedback highlighting their reliability and effective communication. Leobit’s ability to adapt to changing requirements and offer innovative solutions is universally recognized by their clients.

    See all 59 projects

    Reviews mention Easy to work with

    Leobit is consistently praised for being easy to work with, as highlighted by multiple clients. One client noted their 'skilled developer who is efficient, quick to learn, and easy to work with,' while another emphasized their 'flexibility and willingness to adapt to our team workflow.' Clients appreciate Leobit's proactive communication and reliability, with one remarking on their 'incredible project manager' and another stating they felt Leobit was 'a pleasure to work with.' Overall, sentiment regarding their ease of collaboration is overwhelmingly positive.
    • Legacy App Redevelopment for CRM Software Company
      4.5 Oct 6, 2023

      Leobit was very easy to work with. From the start, they were honest and clear about their strengths and where they could provide value. Their customer-focused approach was clear from the start of the project, all the way through to the end of it, concluding with a ramp-down call that was very pleasant and focused on our continued success.

      Read Full Review
    • Dev Team Augmentation for Real Estate CRM
      5.0 Sep 27, 2019

      Their team is very flexible and easy to work with. We communicate through Slack, which works well. We use GitHub to assign and label projects before passing them back and forth. We’ve got the technical requirements in GitHub, and we sometimes do a video and identify the steps that need to be done.

      Read Full Review
    • Mobile App Development for Engineering Company
      5.0 May 26, 2025

      Leobit has been good to work with in terms of project management. The project has had difficulties and challenges, but working with them has always been direct, honest, and good. The team has been a pleasure to work with, and they’re strong technically on the mobile platform.

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    Read All Reviews

    Industry Experience

    Leobit has demonstrated expertise across multiple industries including Information Technology, Financial Services, Education, Supply Chain, and Advertising. Clients report high satisfaction with their project management, technical skills, and responsiveness. Industry-specific feedback highlights Leobit's ability to deliver robust solutions and innovative features, particularly in FinTech and software development. Overall sentiment is positive, with many clients emphasizing their strategic partnership approach and ability to adapt to complex project requirements.

    Read All Reviews

    Select Industry to see insights

    Real estate Other industries Software Healthcare Engineering Non-profit Consumer Products Sports Financial services Education Advertising & marketing Media IT Services Information technology Consulting Retail Gambling

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Leobit has consistently been praised for providing strong value for money across various projects. Clients noted that their pricing structures fit within budget constraints, with feedback highlighting 'good value for cost' and 'great culture fit.' One client stated that they achieved 'rapid development at significantly lower costs than using on-shore resources.' Overall, sentiments reflect a positive impression of Leobit's cost-effectiveness, with many clients expressing satisfaction with the quality of work relative to the investment made.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    TechnoYuga Logotype

    TechnoYuga

    5.0 64 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    15% Web Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web applications, AI integration, and UX/UI design. Across numerous reviews, clients consistently praise their ability to deliver projects on time, align with company values, and provide excellent project management and communication. Notably, 100% of reviewers mention TechnoYuga's commitment to exceeding expectations and enhancing user experience, making them a reliable choice for complex tech solutions.

    See all 64 projects

    Reviews mention Efficient

    The overall sentiment regarding TechnoYuga's efficiency is highly positive. Clients praised the timely delivery of milestones and the seamless integration of augmented staff, which significantly enhanced development speed. One client noted the app development process was efficient, with critical issues identified early by the QA team. Their flexibility in scaling teams quickly and providing specialized skills was also highlighted as a key advantage. Minor suggestions for improvement included enhancing regression testing speed and onboarding processes.
    • Mobile App & AI Development for EdTech Company
      5.0 Jul 22, 2024

      The communication and project management skills of the Technoyuga team were outstanding. They kept us informed throughout the project, provided regular updates, and were proactive in addressing any issues that arose. They worked closely with us to identify the issues, propose solutions, and implement them quickly and efficiently.

      Read Full Review
    • Staff Augmentation Services for Software Company
      5.0 Jun 17, 2024

      The app development process was efficient, and the team delivered all milestones on time. The augmented staff integrated quickly and added significant value to our team with their expertise. Their contributions have notably improved our development speed and efficiency.

      Read Full Review
    • AI & Mobile App Dev & UX/UI Design for Financial Services Co
      5.0 Apr 11, 2025

      Technoyuga demonstrated exceptional project management throughout the engagement. While the initial project timeline was set from November to the end of April, the team successfully delivered a fully functional product by the end of March—a full month ahead of schedule. Their approach to communication, transparency, and responsiveness stood out. The team remained highly efficient across all technical aspects, UI delivery, and iterative feedback cycles. They consistently ensured that our needs were met without delays or compromise on quality.

      Read Full Review
    Read All Reviews

    Industry Experience

    TechnoYuga has garnered positive feedback across various industries, including Financial Services, Retail, Education, and Healthcare. Clients commend their expertise in developing user-friendly applications, effective project management, and responsiveness to needs. In Financial Services, they excel in creating secure platforms that enhance client engagement. In Retail, their solutions improve customer interaction and loyalty. Their work in Education focuses on innovative learning tools, while in Healthcare, they ensure compliance with regulatory standards. Overall, TechnoYuga is well-suited for clients seeking reliable digital solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

    Software Food & Beverages Wellness & Fitness Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Media Consumer Products Retail

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    TechnoYuga Soft Pvt. Ltd. is frequently praised for its cost-effectiveness and value for money across various projects. Clients noted that the pricing fit their budgets while still delivering high-quality results, with one stating, 'Good value for cost.' Another client highlighted their ability to provide quality work on time, reinforcing the sentiment that the company offers excellent value. Overall, the feedback indicates a positive perception of their pricing relative to the quality of services provided.
    Read All Reviews

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    JPLoft Logotype

    JPLoft

    5.0 96 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Denver, CO

    Services provided

    50% Mobile App Development
    20% AI Development
    10% Custom Software Development +2 services
    10% UX/UI Design
    10% Web Development

    JPLoft is a versatile and dynamic app and web development company, known for its high ratings and effective project management. Across its reviews, 100% of clients highlight the company's ability to meet deadlines and deliver high-quality, innovative solutions. Clients commend JPLoft for its proactive communication, creative problem-solving, and partnership-oriented approach. Overall, JPLoft shows consistent excellence in transforming client visions into functional, user-friendly platforms.

    See all 96 projects

    Industry Experience

    JPLoft has garnered positive feedback across various industries, particularly in Education, Healthcare, Energy, and Retail. Clients highlight their expertise in app and web development, innovative design solutions, and strong project management. In Education, they excel in creating engaging learning platforms; in Healthcare, they deliver user-friendly health monitoring applications. The overall sentiment is highly favorable, with clients praising their responsiveness, creativity, and dedication to meeting project goals across sectors. This makes JPLoft a strong candidate for projects in these industries.

    Read All Reviews

    Select Industry to see insights

    Transportation Education Healthcare Nonprofit Automotive Other industries Fitness Consulting Food & Beverage Retail Other Industry Construction Media Beauty & Cosmetics Environmental Services Food & Beverages Information technology Beauty Business services Medical Pharmaceuticals Hospitality & leisure Energy & natural resources Design eCommerce Chemicals & Biotechnology IT Services Consumer Products Financial services Software Wellness & Fitness Social Networking Arts, entertainment & music

    Average Project Cost Breakdown

    $10,000 to $49,000 (47) $50,000 to $199,999 (8) Less than $10,000 (7)

    What Clients Have Said

    Clients consistently praise JPLoft for their competitive pricing and the value they deliver. Feedback highlights that their costs align well with client budgets, while the quality of work exceeds expectations. For instance, one client noted, "JPLoft's pricing fit our budget," reinforcing the sentiment that their services offer good value. Overall, the sentiment reflects satisfaction with the cost-effectiveness of JPLoft's offerings, with many clients expressing a willingness to recommend the company based on their positive experiences.
    Read All Reviews

    More responsive than most other service providers

    JPLoft is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (44) India (9) Saudi Arabia (2) England (2) Australia (1) Canada (1) Kiribati (1) Israel (1) Kenya (1)
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  • Ocuvera Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Lincoln, NE

    Services provided

    100% AI Development

    Ocuvera is a small Lincoln, Nebraska-based artificial intelligence firm. The team provides Artificial Intelligence.

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  • Fleet Defender, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Omaha, NE

    Services provided

    100% AI Development

    Fleet Defender, Inc. Is an artificial intelligence firm. The team focuses on Artificial Intelligence and is based in Omaha, Nebraska.

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  • Synergise AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Nemaha, NE

    Services provided

    50% AI Consulting
    50% AI Development

    In Nemaha, Nebraska, Synergise AI is an AI development company and AI Consulting company. They focus on Artificial Intelligence and AI Consulting.

    Read more
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  • AI Generative Lab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    دبي, United Arab Emirates

    Services provided

    100% Generative AI

    AI Generative Lab is a Generative AI company launched in 2022. The agency focuses on Generative AI.

    Read more
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  • 24AI | GENERATIVE AI FOR E-COMMERCE Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    100% Generative AI

    Midsize Generative AI company 24AI | GENERATIVE AI FOR E-COMMERCE, is based in Dubai, United Arab Emirates. Their services include Generative AI.

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  • Hudson&Hayes Logotype

    Hudson&Hayes

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    30% AI Development
    30% Generative AI
    20% Low/No Code Development +1 service
    20% Robotics Process Automation

    Artificial intelligence firm Hudson&Hayes was launched in 2020. The team focuses on Artificial Intelligence and Generative AI and is in London, England.

    Read more
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  • Falcons.AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ras Al Khaimah City, United Arab Emirates

    Services provided

    50% AI Development
    50% Generative AI

    Launched in 2022, Falcons.AI is an artificial intelligence company and Generative AI company. The team focuses on Artificial Intelligence and Generative AI.

    Read more
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  • Precision AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Regina, Canada

    Services provided

    100% AI Development

    Launched in 2017, Precision AI is an artificial intelligence company. The company specializes in Artificial Intelligence, and is small.

    Read more
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  • Super GeoAI Technology Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Saskatoon, Canada

    Services provided

    100% AI Development

    Super GeoAI Technology Inc., an artificial intelligence firm, was launched in 2019. The company focuses on Artificial Intelligence, and is small.

    Read more
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  • Flatland Data Solutions Logotype

    Flatland Data Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Development
    20% BI & Big Data Consulting & SI

    Flatland Data Solutions is an AI company. They are headquartered in Saskatoon, Canada and have small team. Their services include Artificial Intelligence and BI & big data consulting & SI.

    Read more
    View Profile
  • ReelData Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dartmouth, Canada

    Services provided

    100% AI Development

    Artificial intelligence firm ReelData focuses on Artificial Intelligence. They were founded in 2018.

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  • Robotics and Drives Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Mullingar, Ireland

    Services provided

    50% AI Consulting
    50% AI Development

    Robotics and Drives is a midsize artificial intelligence firm and AI Consulting company headquartered in Mullingar, Ireland. Their services include Artificial Intelligence and AI Consulting.

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  • OnStrategy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Reno, NV

    Services provided

    40% AI Consulting
    20% Business Consulting
    20% Corporate Training & Coaching +1 service
    20% Generative AI

    OnStrategy is an AI Consulting company. Located in Reno, Nevada, their small team specializes in AI Consulting and Business Consulting. The agency was founded in 2003.

    Read more
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  • Tranquilist AI Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dublin, Ireland

    Services provided

    100% AI Consulting

    Tranquilist AI Consulting is an AI Consulting company. Their small team is based in Dublin, Ireland and specializes in AI Consulting. The firm was launched in 2024.

    Read more
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  • Virtual Nexgen Solutions Logotype

    Virtual Nexgen Solutions

    Not yet reviewed

    $1,000+
    < $25 / hr
    50 - 249

    Services provided

    70% Back Office Outsourcing
    30% AI Development

    Virtual Nexgen Solutions, a Back Office Outsourcing company, is in. Their services include Back Office Outsourcing and Artificial Intelligence.

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  • Mastishka Information Technologies Private Limited Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    50 - 249
    Kondapur, India

    Services provided

    20% Custom Software Development
    15% AI Consulting
    15% Generative AI +4 services
    15% Mobile App Development
    15% Web Development
    10% E-Commerce Development
    10% IT Strategy Consulting

    Software development company Mastishka Information Technologies Private Limited was established in 2024. The midsize team provides Custom Software Development and Mobile App Development.

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  • Finolity Consultancy Private Limited Logotype

    Finolity Consultancy Private Limited

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    20% Cloud Consulting & SI
    20% Digital Strategy
    20% Generative AI +2 services
    20% Mobile App Development
    20% Web Design

    Finolity Consultancy Private Limited is a Patna, India-based Digital Strategy company. They focus on Digital Strategy and Web Design and were launched in 2017.

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  • Odense Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Odense, Denmark

    Services provided

    100% AI Development

    Odense Robotics is an artificial intelligence development company. They are based in Odense, Denmark. Their team offers Artificial Intelligence.

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  • DeepLab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Athina, Greece

    Services provided

    100% AI Development

    DeepLab, an artificial intelligence development company, is in Athina, Greece. The team focuses on Artificial Intelligence.

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  • SciFY Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Agia Paraskevi, Greece

    Services provided

    40% AI Development
    30% AI Consulting
    30% IT Strategy Consulting

    SciFY, an artificial intelligence company, is based in Agia Paraskevi, Greece. Their services include Artificial Intelligence and IT strategy consulting.

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  • Libra AI Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Athina, Greece

    Services provided

    100% AI Development

    Based in Athina, Greece, Libra AI Technologies is an artificial intelligence firm. They provide Artificial Intelligence and were established in 2017.

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  • PLEN Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Osaka, Japan

    Services provided

    100% AI Development

    Launched in 2017, PLEN Robotics is a small Osaka, Japan-based artificial intelligence company. Their team focuses on Artificial Intelligence.

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  • Connected Robotics Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Koganei, Japan

    Services provided

    100% AI Development

    Connected Robotics Inc is an artificial intelligence company located in Koganei, Japan. Their services include Artificial Intelligence.

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  • AI, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bunkyo City, Japan

    Services provided

    100% AI Development

    AI, Inc. Is a small AI development company located in Bunkyo City, Japan. The team specializes in Artificial Intelligence.

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  • AI Rådgivning Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Holbæk, Denmark

    Services provided

    100% AI Consulting

    Small AI Consulting company AI Rådgivning, is headquartered in Holbæk, Denmark. The team focuses on AI Consulting.

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  • SMAI Consulting ApS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    København, Denmark

    Services provided

    100% AI Consulting

    SMAI Consulting ApS is an AI Consulting company. Their small team is located in København, Denmark. Their services include AI Consulting.

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  • Random Forest Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Aarhus, Denmark

    Services provided

    50% BI & Big Data Consulting & SI
    50% Generative AI

    Random Forest is a big data analytics company and Generative AI company launched in 2012. Their team focuses on BI & big data consulting & SI and Generative AI.

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  • Madison AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Reno, NV

    Services provided

    50% AI Development
    50% Generative AI

    Launched in 2024, Madison AI is an AI company and Generative AI company. Their team specializes in Artificial Intelligence and Generative AI.

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  • Eccentrics Generative AI Agency Logotype

    Eccentrics Generative AI Agency

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% Generative AI

    Eccentrics Generative AI Agency is a Generative AI company. The company is based in City of Johannesburg, South Africa. Their team focuses on Generative AI.

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  • FARI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bruxelles, Belgium

    Services provided

    50% AI Consulting
    50% AI Development

    FARI is an artificial intelligence company and AI Consulting company. They were established in 2021 and offer Artificial Intelligence and AI Consulting.

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  • Dataroots Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Leuven, Belgium

    Services provided

    30% AI Consulting
    30% AI Development
    20% Cloud Consulting & SI +1 service
    20% Market Research

    Dataroots is an artificial intelligence firm. The Leuven, Belgium-based firm was launched in 2016. Their services include Artificial Intelligence and AI Consulting.

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  • AI-agentura Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Prague, Czech Republic

    Services provided

    50% AI Consulting
    50% AI Development

    AI-agentura is an artificial intelligence company and AI Consulting company. They are in Prague, Czech Republic and have small team. Their team provides Artificial Intelligence and AI Consulting.

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  • Datamole Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Prague, Czech Republic

    Services provided

    100% AI Consulting

    Established in 2015, Datamole is an AI Consulting company. Their team offers AI Consulting.

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  • Sponsorlytix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Manchester, England

    Services provided

    75% AI Development
    25% BI & Big Data Consulting & SI

    Sponsorlytix is an AI development company. Founded in 2019, the agency is located in Manchester, England. Their team offers Artificial Intelligence and BI & big data consulting & SI.

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  • Todai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    København, Denmark

    Services provided

    100% AI Consulting

    Todai, a small AI Consulting company, is in København, Denmark. The team provides AI Consulting.

    Read more
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  • Healthy AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    København, Denmark

    Services provided

    100% AI Consulting

    AI Consulting company Healthy AI was founded in 2024. The company offers AI Consulting.

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  • AIERA Logotype

    AIERA

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    50% AI Development
    30% Generative AI
    20% AI Consulting

    AIERA, an AI firm, offers Artificial Intelligence and Generative AI. The agency is in Greece.

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  • Innocorn AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Causeway Bay, Hong Kong

    Services provided

    50% AI Development
    50% Generative AI

    Innocorn AI, an artificial intelligence company and Generative AI company, was launched in 2020. They focuses on Artificial Intelligence and Generative AI.

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  • Dyno Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Linkoeping, Sweden

    Services provided

    75% AI Development
    25% Custom Software Development

    Founded in 2018, Dyno Robotics is a small AI development company. Their services include Artificial Intelligence and Custom Software Development.

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Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 Merixstudio
2 Cheesecake Labs – AI, Data, & Product
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 DianApps
8 fxis.ai
9 tkxel
10 STX Next
11 RebelDot
12 BlueLabel
13 Valere
14 WPWeb Infotech
15 Fingent

List of the Best Artificial Intelligence Companies

  1. Merixstudio Logotype

    Merixstudio

    $25,000+
    $50 - $99 / hr
    50 - 249
    Poznań, Poland

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  4. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  5. blackthorn.ai Logotype

    blackthorn.ai

    $10,000+
    $50 - $99 / hr
    10 - 49
    Lewes, DE

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  8. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  9. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  11. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

    39/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  13. Valere Logotype

    Valere

    $75,000+
    $50 - $99 / hr
    50 - 249
    Marlborough, MA

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  14. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  15. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  17. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    38.6/40.0
    19.2/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  18. Edvantis Logotype

    Edvantis

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  19. BEON.tech Logotype

    BEON.tech

    $50,000+
    $25 - $49 / hr
    50 - 249
    Buenos Aires, Argentina

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    9.8/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  23. Vention Logotype

    Vention

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Development
    80% Other
    View Profile Visit Website
  24. Digica Logotype

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  25. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. Deviniti Logotype

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  28. GroupBWT Logotype

    GroupBWT

    $5,000+
    $25 - $49 / hr
    50 - 249

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. ScienceSoft Logotype

    ScienceSoft

    $5,000+
    $50 - $99 / hr
    250 - 999
    McKinney, TX

    Ability to deliver

    37.6/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  30. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    37.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website

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Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems based on a proprietary methodology. The top artificial intelligence companies for 2026 include:

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.

Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.

Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.

AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:

  • Discovery workshops and feasibility studies
  • Data collection, cleansing, and labeling
  • Model selection, training, and evaluation
  • MLOps: automation of deployment, monitoring, and retraining
  • Custom app or API development to surface AI insights
  • Post-launch optimization and support

Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.

  • Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
  • No access to training data or model artifacts
  • Overreliance on black-box tools without explainability options
  • Limited post-deployment monitoring or support
  • Vague pricing and change-order policies

  • How have you solved a similar problem for another client?
  • Which metrics will define project success, and how will we measure them?
  • Who owns the trained models and underlying data?
  • What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
  • How often will models be retrained or updated?
  • Which cloud or on-prem platforms do you recommend, and why?

Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.

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