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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 13, 2026
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27,527 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 Great team

    Clients consistently commend Simform for their exceptional teamwork and professionalism. Feedback highlights their effective communication and responsiveness, with one client noting the team's ability to understand complex project requirements deeply. Another client praised the collaborative environment fostered by dedicated frontend, backend, and QA resources. Overall, sentiment towards Simform's team is overwhelmingly positive, with clients expressing satisfaction with the quality of work, commitment to long-term solutions, and a strong alignment with their operational goals.
    • Staff Augmentation for Government-Focused Solutions Company
      5.0 Sep 30, 2022

      Simform’s strength is that they have a very large and highly talented team, so they can offer a variety of different skill sets and increase capacity as needed. Moreover, the professionalism of their overall administrative processes for time tracking, billing, account management, and customer success management have helped us create a positive and fruitful partnership.

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

      The quality of Simform’s team is outstanding. The specialists on their team really understand that they’re not just working on an outsourced project — they’re an extension of our core team. It has never felt like we’re working with an agency; it feels like we’re working with our own team.

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    • Backend Dev & Cloud Engineering for AI SaaS Company
      5.0 May 9, 2025

      Thanks to the strong support from Simform’s customer success team and the dedication of the engineers provided, the collaboration remained smooth and required minimal oversight from our end. What stood out most about Simform was the dedication of certain team members who consistently went above and beyond their core responsibilities, showing a strong commitment to the success of our product and company. Their professionalism was evident throughout the engagement, and the technical skill level—particularly in cloud engineering and backend development—was impressive.

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    • Mobile App Development for Personal Training Company
      5.0 Aug 21, 2025

      I had Himanshu Upadhyay as my project manager. He did an excellent job on the project. Very responsive, even from 1/2 a world away. Great communication, always seeking clarity between my desires and what the programmers were working on. I now have to have him on future projects. I had Kewal Sanghadia as my success manager. He did a great job checking in with me along the way and making sure I was heard through the process. They were a great team!

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    • Custom Software Development for Education Company
      5.0 Jun 8, 2026

      We also appreciated the depth of their team. Having dedicated frontend, backend, QA, and project management resources created a collaborative environment where issues could be addressed from multiple perspectives. Their team asked thoughtful questions, communicated clearly, and remained engaged throughout the process.

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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

    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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    United States (50) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Wizard Labs Logotype

    Wizard Labs

    5.0 6 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.

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    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.

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    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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  • CallingYouNow Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Glendora, CA

    Services provided

    40% AI Agents
    30% AI Development
    15% AI Consulting +1 service
    15% Generative AI

    Established in 2024, CallingYouNow is an AI Agents company. Their team offers AI Agents and Artificial Intelligence.

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  • Xevarolabs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Denver, CO

    Services provided

    100% AI Development

    Xevarolabs is an AI firm. They are based in Denver, Colorado, and their services include 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 Great team

    Clients consistently praise Azumo as a 'great team' with exceptional technical expertise and responsiveness. One customer highlighted their ability to quickly adapt and deliver complex features, stating, 'They work very fast and have an appetite for challenging tasks.' Another noted the strong rapport and collaboration, emphasizing that Azumo feels like an integral part of their internal team. Overall, the sentiment reflects high satisfaction with Azumo's professionalism and dedication to client goals.
    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The people are great, simple as that. Again, I sought out Azumo having worked with JP at a previous company (NCSOFT), so I knew his team would be a good tech and culture fit for what we were doing at Big Run. They are all great to work with and excellent at their jobs.

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    3 of 3 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Azumo highlight a strong overall sentiment of satisfaction among clients. Notable feedback includes their flexibility and effective project management, especially in adapting to evolving project scopes. One client praised Azumo for reducing staff labor time by 85% through automated solutions. Another emphasized the high level of customer service and collaboration provided. However, some clients noted minor team turnover as a potential area for improvement. Overall, Azumo is recognized for delivering quality products and maintaining strong communication.
    Read 3 Recent Reviews

    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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    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

    Industry Experience

    Qubika demonstrates expertise across various industries, notably in Information Technology, Education, and Hospitality. Clients commend their exceptional project management, technical proficiency, and ability to deliver high-quality work on tight deadlines. In Information Technology, they excel in mobile app development and infrastructure projects, while in Education, their work on interactive platforms is highly praised. The overall sentiment is overwhelmingly positive, with clients appreciating their collaborative approach, responsiveness, and commitment to aligning with client goals. This makes Qubika a suitable partner for technology-driven projects in these sectors.

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    Select Industry to see insights

    Education Healthcare Financial services Other industries Arts, entertainment & music Advertising & marketing Information technology Consulting Wellness & Fitness Other Industry Software Hospitality & leisure Consumer Products Manufacturing Chemicals & Biotechnology Business services Media Energy & natural resources Nonprofit Telecommunications IT Services Real estate

    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

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    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

    Industry Experience

    Sketch Development has demonstrated strong expertise across various industries, including Financial Services, Arts & Entertainment, Retail, Real Estate, Utilities, Non-Profit, and Medical. Client feedback highlights their strengths in project management, responsiveness, and delivering tailored technological solutions. Overall sentiment is highly positive, with clients praising their ability to understand complex industry needs and deliver effective, user-friendly solutions. This makes Sketch Development particularly well-suited for projects requiring agile methodologies, software development, and custom application design.

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    Select Industry to see insights

    Utilities Real estate Healthcare Consulting Manufacturing Medical Consumer Products Insurance Other Industry Banks Non-profit Financial services Retail Arts, entertainment & music

    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

    View projects from:

    St. Louis, Missouri (10) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Brunswick, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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  • ClearGuide AI Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9
    Montclair, NJ

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    AI Agents company ClearGuide AI was established in 2026. The team focuses on AI Agents and AI Consulting.

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  • Oplexus Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Jose, CA

    Services provided

    35% AI Consulting
    35% AI Development
    20% Generative AI +1 service
    10% AI Agents

    Oplexus is an AI Consulting company. The firm is in San Jose, California and Bandapura, India. Their services include AI Consulting and Artificial Intelligence.

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  • Zurra Labs Logotype

    Zurra Labs

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Zurra Labs is a small AI Agents company launched in 2023. Their team offers AI Agents and AI Consulting.

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  • Built Logic Logotype

    Built Logic

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    Built Logic is an AI Consulting company founded in 2026. Based in London, England, the team offers AI Consulting.

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  • Credminds Logotype

    Credminds

    Not yet reviewed

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

    Services provided

    50% AI Development
    25% Custom Software Development
    15% Web Development +1 service
    10% Mobile App Development

    Artificial intelligence company Credminds was established in 2020. The midsize team provides Artificial Intelligence and Custom Software Development.

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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 Team players

    Clients consistently praise Altar.io for their collaborative and team-oriented approach. One CEO noted their team as 'brilliant communicators' who integrated well into their project, creating a seamless experience despite remote work. Another client highlighted the team's commitment, stating they felt like an 'extension of my team' and appreciated their holistic involvement in business strategy. Overall, the sentiment reflects a strong appreciation for Altar.io's dedication to partnership and their ability to adapt to client needs.
    • Product Scoping for Tech Startup
      5.0 Oct 29, 2020

      Altar.io is impressive in that they did not see themselves as a service provider. They actually donned the hat of a co-founder and treated the project in the same manner as us. It was truly admirable to see that they put their own business development efforts secondary to the success of the engagement.

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    • Mobile App Coding & Support for Entertainment Platform
      5.0 Jul 28, 2020

      They added so much more value than I expected from a development company. They’re really involved and feel like an extension of my team. They take a very holistic approach.

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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.
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    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 Accommodating

    The feedback regarding Snotor highlights their accommodating nature, with clients appreciating their responsiveness and flexibility. One client noted their willingness to adapt to various communication tools, emphasizing that they were 'very reactive' and 'adapt to what the customer wants.' Furthermore, the client expressed satisfaction with the collaboration, stating, 'I appreciated the ease of working with them.' Overall, the sentiment reflects strong approval of Snotor’s accommodating approach in project management.
    • Mobile App Development for Fitness Platform
      5.0 Oct 31, 2022

      Very easy, fast, transparent and they adapt to what the customer wants. If you want Slack, they're ok, if you want Trello, they're ok, if you want through Whatsapp, they're ok too! And if they think of more efficient ways, they take the time to propose and explain.

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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.

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    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

    View projects from:

    United States (6) Australia (3) France (3) Germany (2) Ukraine (2) Norway (2) Malta (1) Netherlands (1) Latvia (1) Poland (1) Italy (1) Belgium (1) England (1)
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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

    Reviews mention Customized support

    Clients consistently commend CodeNinja for their customized support, highlighting their commitment to understanding specific needs and tailoring solutions accordingly. One client noted their 'client-first approach,' which facilitated exceptional user experiences and intuitive interface improvements. The dedication to enhancing project outcomes was evident, as clients reported significant improvements in user satisfaction and engagement, indicating a strong alignment with client objectives and a high level of attentiveness.
    • Custom Software Development for Visualization Studio
      4.5 May 13, 2024

      What impressed us most about CodeNinja was their commitment to adopting a client-first approach. Their dedication to understanding our needs and tailoring solutions accordingly demonstrated a level of attentiveness and customer-centricity that set them apart. Being able to test the team augmentation model for the first time also proved successful.

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

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have praised CodeNinja for their effective project management and responsiveness to evolving needs. One CEO highlighted their success in developing a compliant accounting system for Saudi Arabia, achieving ZATCA certification and ensuring accurate VAT reporting. Communication was noted as a strength, with consistent updates and timely deliveries. Overall, feedback indicates a high level of satisfaction, with clients expressing a willingness to engage CodeNinja for future projects.
    Read 1 Recent Review

    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.
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    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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  • FutureFlow Logotype

    FutureFlow

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Consulting
    10% AI Agents
    5% AI Development +1 service
    5% IT Strategy Consulting

    AI Consulting company FutureFlow is headquartered in Providencia, Chile. Their services include AI Consulting and AI Agents.

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  • Above Pilot Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    Warszawa, Poland

    Services provided

    35% AI Development
    25% AI Consulting
    20% AI Agents +1 service
    20% Generative AI

    Launched in 2026, Above Pilot is an AI company. The team specializes in Artificial Intelligence and AI Consulting and is based in Warszawa, Poland.

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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
    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

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including real estate, information technology, consumer products, legal, non-profit, and retail. Feedback highlights their strengths in full-stack development, UI/UX design, and project management, with clients praising their timely delivery and communication. Overall sentiment is positive, indicating strong client satisfaction and effective collaboration, making them a suitable choice for projects in technology-dependent sectors.

    Read All Reviews

    Select Industry to see insights

    Other industries Information technology Publishing Non-profit Nonprofit Software Legal Retail Other Industry Energy & natural resources Advertising & marketing IT Services Consumer products & services Real estate Food & Beverages

    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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 36 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 36 projects

    Reviews mention Exceptional results

    Kraftors Web Solutions Private Limited received exceptional feedback for their machine learning solutions, significantly enhancing client operations. One client noted a 'transformational' impact on their electronic health record system, leading to improved patient outcome predictions and resource management. Another client reported a 20% revenue increase due to accurate demand forecasting from a predictive model. Both highlighted Kraftors' outstanding project management, timely delivery, and proactive communication, demonstrating a strong alignment with client needs and expectations.
    • Machine-Learning Solution Dev for HealthTech Co
      5.0 Oct 3, 2024

      The outcomes were transformational. With the new system in place, we have greatly increased our capacity to predict patient outcomes, resulting in better treatment planning. Furthermore, we observed a significant improvement in resource management, with fewer unnecessary admissions and better staff scheduling, all of which contributed to increased efficiency and patient care.

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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

    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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    View projects from:

    United States (19) India (1) Italy (1) England (1)
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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

    Reviews mention Reliable

    LANARS has received positive feedback regarding their reliability, with clients noting timely delivery even amidst changes in project scope. One client highlighted that despite multiple adjustments, LANARS consistently met deadlines and provided regular updates, instilling confidence in the project's progress. The combination of reliability and flexibility was particularly praised, contributing to the successful optimization of complex AI translation pipelines. Overall, the sentiment reflects a high level of trust in LANARS's ability to deliver as promised.
    • AI Dev for Design & Tech Studio
      5.0 Mar 27, 2026

      Everything was delivered on time. We changed the scope several times on our side, but Lanars adjusted quickly and we still met our deadline goals. Regular meetings and progress reports gave us full visibility and confidence that things were moving forward. The combination of reliability and flexibility was most impressive. Despite multiple scope changes from our side, they never missed a deadline.

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    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.
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    View projects from:

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

    Breezi Ai

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Breezi Ai is an AI Agents company. Established in 2026, the team provides AI Agents and AI Consulting.

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  • DeadEnd Engineers Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Bengaluru, India

    Services provided

    45% AI Development
    25% AI Consulting
    20% AI Agents +1 service
    10% Generative AI

    DeadEnd Engineers is an artificial intelligence firm located in Bengaluru, India. They specialize in Artificial Intelligence and AI Consulting.

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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 Dedicated

    Clients express a strong sentiment of dedication towards Leobit, highlighting their unmatched commitment and ownership of projects. One client noted, 'Leobit has delivered outstanding quality of work, speed of implementation, and an unmatched dedication.' Their ability to provide flexible coverage and exceptional talent further reinforces this positive perception, with clients consistently reporting exceeding expectations in project delivery and quality.
    • Mobile App Development for Waste Management Software Company
      5.0 Apr 1, 2025

      Great dedication and productivity. Quick ramp-up and exceptional development speed.

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    5 of 5 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 5 times in the past 6 months

    Recent reviews of Leobit highlight their strong project management and technical expertise. Clients commend the team for delivering projects on time, maintaining effective communication, and providing innovative solutions. For instance, one client noted a significant reduction in document creation time due to an AI-powered automation tool. Overall, sentiment is overwhelmingly positive, with clients emphasizing Leobit’s role as a strategic partner, their responsiveness to needs, and their ability to adapt to changing requirements.
    Read 5 Recent 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

    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
    View Profile Visit Website
    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 Exceptional performance

    TechnoYuga Soft Pvt. Ltd. has received exceptional feedback for their outstanding performance in app development for Interp Global Inc. The CTO praised their project management, noting they delivered milestones on time and were highly responsive to requests. Clients highlighted the company's ownership of the project, seamless integration of real-time features, and exceptional post-launch support. Overall, the sentiment reflects a strong satisfaction with TechnoYuga's dedication and technical expertise, with little to critique.
    • Mobile App Development for Interpreter Data Company
      5.0 Apr 11, 2025

      Users appreciated the seamless call experience, and we’ve consistently received positive feedback on usability and stability. The real-time booking system and multilingual features have been well-received, allowing us to begin forming strategic partnerships within our target markets. Technoyuga’s project management was excellent. They were very organized and conducted weekly review calls to showcase progress and gather feedback.

      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

    Reviews mention Innovative

    JPLoft has received positive feedback regarding their innovative approach across multiple projects. Clients noted their exceptional ability to propose unique solutions and enhancements, such as integrating AI in app development and creating user-friendly interfaces. One client highlighted JPLoft's proactive mindset, which not only met immediate needs but also uncovered synergies benefiting larger customers. Overall, the sentiment surrounding JPLoft's innovation is overwhelmingly favorable, with clients emphasizing their adaptability and commitment to delivering cutting-edge solutions.
    • Mobile App Development for Data Analytics Organization
      5.0 Mar 12, 2024

      What actually distinguishes them is their innovative approach to issue resolution. Beyond satisfying our immediate demands, they demonstrated an exceptional ability to uncover synergies that benefited not only us but also their larger customers. This proactive mindset goes beyond the traditional role of service providers, establishing them as genuine partners in our journey.

      Read Full Review
    • Mobile App Development for Sports E-Learning Company
      5.0 Sep 23, 2022

      Timeliness, Prompt follow ups. They provided innovative ideas and implemented them into the project with unique features.

      Read Full Review
    • AI-Based Mobile App Dev & UX/UI Design for Software Company
      5.0 Nov 13, 2024

      What truly sets JPloft apart is their blend of technical prowess and exceptional customer service. Their team’s ability to translate complex technical requirements into a user-friendly app like Nabigh AI was nothing short of remarkable. They not only provided technical solutions but also anticipated our needs, making innovative suggestions that significantly enhanced the final product. Their dedication to client satisfaction and the quality of their craftsmanship is what makes them a unique partner in the tech industry.

      Read Full Review
    • Website & App Development for Commercial Cleaning Company
      5.0 Nov 13, 2024

      The company stood out for its exceptional commitment to fostering a collaborative and supportive work environment. It prioritized innovation, valued employee input, and provided ample opportunities for growth and development. Additionally, JPLoft's strong leadership and clear vision made achieving project goals both efficient and rewarding.

      Read Full Review
    • Website Redesign for Device Management Solutions Platform
      5.0 Apr 6, 2024

      They stood out for their adaptability and agility in offering efficient solutions. They responded quickly to issues and changes, resulting in minimum disruption to the project timeframe. Their ability to adapt and innovate in response to changing requirements was genuinely outstanding and set them apart from other service providers.

      Read Full Review
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    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In recent reviews, clients praised JPLoft for their exceptional project management, timely delivery, and innovative solutions. One CEO noted their ability to think outside the box, enhancing app development significantly. Another client commended the team's responsiveness and personal service, stating they provided instant support throughout the project. Overall, sentiment is highly positive, with clients expressing satisfaction and confidence in JPLoft's capabilities, although a desire for more team visibility was mentioned as a minor improvement area.
    Read 2 Recent Reviews

    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 Profile Visit Website
  • KriyaFlow AI Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Kraków, Poland

    Services provided

    40% AI Consulting
    30% AI Development
    20% Generative AI +1 service
    10% AI Agents

    KriyaFlow AI is an AI Consulting company. In Kraków, Poland, the agency offers AI Consulting and Artificial Intelligence.

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  • Varka Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Buenos Aires, Argentina

    Services provided

    50% AI Development
    30% AI Consulting
    20% Custom Software Development

    Artificial intelligence company Varka is based in Buenos Aires, Argentina. Founded in 2024, the team offers Artificial Intelligence and AI Consulting.

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  • ReganByte Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Wicklow Town, Ireland

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +2 services
    20% Custom Software Development
    10% Low/No Code Development

    Launched in 2024, ReganByte is an AI Consulting company. Their services include AI Consulting and Generative AI.

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  • Longrifle AI LLC Logotype

    Longrifle AI LLC

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Longrifle AI LLC is an AI Agents company. The company is headquartered in Schaumburg, Illinois. Their team focuses on AI Agents and AI Consulting.

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  • AZ Labs (Pty) Ltd Logotype

    AZ Labs (Pty) Ltd

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    40% AI Consulting
    30% AI Agents
    30% AI Development

    AZ Labs (Pty) Ltd, an AI Consulting company, provides AI Consulting and AI Agents. The company is headquartered in Cape Town, South Africa.

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  • BLINE SOLUTION PRIVATE LIMITED Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    Indore, India

    Services provided

    100% AI Development

    Based in Indore, India, BLINE SOLUTION PRIVATE LIMITED is a small AI company. The team focuses on Artificial Intelligence.

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  • Lykios Logotype

    Lykios

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    50% AI Development
    20% Generative AI
    10% AI Agents +4 services
    5% AI Consulting
    5% Cloud Consulting & SI
    5% IT Managed Services
    5% IT Strategy Consulting

    Artificial intelligence development company Lykios was established in 2025. The team specializes in Artificial Intelligence and Generative AI and is located in San Diego, California.

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  • GVW.AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    70% AI Consulting
    10% Search Engine Optimization
    5% Business Consulting +3 services
    5% Marketing Strategy
    5% Other IT Consulting and SI
    5% Web Development

    GVW.AI is an AI Consulting company. Based in London, England, their team specializes in AI Consulting and Search Engine Optimization.

    Read more
    View Profile
  • Ascentis AI Ltd Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    London, England

    Services provided

    60% AI Development
    20% AI Agents
    20% AI Consulting

    Ascentis AI Ltd, an artificial intelligence company, was launched in 2025. The team focuses on Artificial Intelligence and AI Agents and is in London, England.

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  • Koneetiv Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Levallois-Perret, France

    Services provided

    60% AI Consulting
    40% AI Development

    AI Consulting company Koneetiv was founded in 2026. The agency specializes in AI Consulting and Artificial Intelligence, and is small.

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  • CodoroAI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Karachi, Pakistan

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    CodoroAI is an AI Agents company. Based in Karachi, Pakistan, the firm was launched in 2025. Their services include AI Agents and AI Consulting.

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    View Profile
  • ocm software Logotype

    ocm software

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    45% AI Development
    25% Generative AI
    20% AI Agents +1 service
    10% AI Consulting

    Ocm software is a small artificial intelligence firm established in 2021. Their services include Artificial Intelligence and Generative AI.

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  • The Bright Fig Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    New Haven, CT

    Services provided

    80% AI Consulting
    20% Generative AI

    The Bright Fig is an AI Consulting company. Established in 2025, the team specializes in AI Consulting and Generative AI. The agency is headquartered in New Haven, Connecticut.

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  • StudioForm Logotype

    StudioForm

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    30% AI Agents
    30% AI Development
    30% Generative AI +1 service
    10% AI Consulting

    StudioForm, an AI Agents company, was founded in 2023. The team offers AI Agents and Artificial Intelligence and is in Indore, India.

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  • Ventas AI Logotype

    Ventas AI

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    60% AI Development
    40% AI Consulting

    AI company Ventas AI was established in 2023. The team offers Artificial Intelligence and AI Consulting.

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  • Vionex Digital Solutions Logotype

    Vionex Digital Solutions

    Not yet reviewed

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

    Services provided

    30% AI Development
    20% Generative AI
    15% AI Agents +6 services
    10% AI Consulting
    5% API Development
    5% Custom Software Development
    5% DevOps Managed Services
    5% Mobile App Development
    5% Web Development

    Vionex Digital Solutions is an artificial intelligence company founded in 2025. Their team offers Artificial Intelligence and Generative AI.

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  • Orex Nova Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    50 - 249
    Loimaa, Finland

    Services provided

    35% AI Development
    25% AI Agents
    15% Generative AI +3 services
    10% Custom Software Development
    10% Web Development
    5% Mobile App Development

    Orex Nova is an AI development company. The Loimaa, Finland-based company provides Artificial Intelligence and AI Agents.

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    View Profile
  • Framz Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    London, England

    Services provided

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

    AI company Framz specializes in Artificial Intelligence and Generative AI. They are in London, England.

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  • Integrated AIS Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Bristol, England

    Services provided

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

    AI Consulting company Integrated AIS is based in Bristol, England. Founded in 2026, the team specializes in AI Consulting and Artificial Intelligence.

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  • S2Reason Logotype

    S2Reason

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% AI Development
    30% Custom Software Development

    Founded in 2025, S2Reason is a small artificial intelligence development company based in Somerville, New Jersey. Their team focuses on Artificial Intelligence and Custom Software Development.

    Read more
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  • Qualified AI Leads LLC Logotype

    Qualified AI Leads LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    40% Generative AI
    35% AI Consulting
    25% Business Consulting

    Established in 2025, Qualified AI Leads LLC is a small Wilmington, Delaware-based Generative AI company. Their team focuses on Generative AI and AI Consulting.

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  • AIwithRenew Logotype

    AIwithRenew

    Not yet reviewed

    $25,000+
    $300+ / hr
    2 - 9

    Services provided

    60% AI Consulting
    40% AI Development

    AIwithRenew is an AI Consulting company. Located in Cullman, Alabama, the agency was established in 2025. Their services include AI Consulting and Artificial Intelligence.

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  • Region Logotype

    Region

    Not yet reviewed

    $50,000+
    $100 - $149 / hr
    250 - 999

    Services provided

    25% AI Development
    20% E-Commerce Development
    15% Mobile App Development +4 services
    15% Web Development
    10% API Development
    10% Generative AI
    5% Branding

    Region is an AI company. The midsize Islamabad, Pakistan-based team focuses on Artificial Intelligence and E-Commerce Development. The company was founded in 2019.

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  • AILNEX. Logotype

    AILNEX.

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    35% AI Development
    25% AI Consulting
    15% Generative AI +3 services
    10% AI Agents
    10% Custom Software Development
    5% Web Development

    AILNEX., an AI development company, was established in 2026. They offers Artificial Intelligence and AI Consulting.

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  • Kintara Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Buenos Aires, Argentina

    Services provided

    70% AI Consulting
    30% Generative AI

    Small AI Consulting company Kintara, is in Buenos Aires, Argentina. The team specializes in AI Consulting and Generative AI.

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  • Flowzi Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9
    Lisboa, Portugal

    Services provided

    50% AI Development
    25% AI Consulting
    15% Custom Software Development +1 service
    10% AI Agents

    Artificial intelligence firm Flowzi was established in 2025. The company specializes in Artificial Intelligence and AI Consulting.

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  • Zoro Logotype

    Zoro

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    60% AI Development
    20% AI Agents
    20% AI Consulting

    Established in 2024, Zoro is an AI firm. The team provides Artificial Intelligence and AI Agents and is headquartered in Las Vegas, Nevada.

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  • AIOME TECHNOLOGIES Logotype

    AIOME TECHNOLOGIES

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    45% AI Development
    30% AI Consulting
    25% AI Agents

    AIOME TECHNOLOGIES, an artificial intelligence development company, was founded in 2026. The team focuses on Artificial Intelligence and AI Consulting.

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  • ZamZam Satellite Logotype

    Not yet reviewed

    $75,000+
    $100 - $149 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    35% AI Development
    35% Generative AI
    30% AI Agents

    ZamZam Satellite is an AI development company founded in 2025. The midsize team provides Artificial Intelligence and Generative AI.

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  • Aivatika Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9
    Bengaluru, India

    Services provided

    25% AI Development
    25% Generative AI
    20% AI Agents +3 services
    20% AI Consulting
    5% BI & Big Data Consulting & SI
    5% IT Strategy Consulting

    Established in 2026, Aivatika is a small artificial intelligence development company based in Bengaluru, India. Their team provides Artificial Intelligence and Generative AI.

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  • Nexiour Technologies Logotype

    Nexiour Technologies

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    35% AI Development
    20% AI Consulting
    20% Generative AI +3 services
    10% AI Agents
    10% Engineering
    5% Digital Engineering

    Nexiour Technologies, an AI firm, focus on Artificial Intelligence and AI Consulting. They were established in 2022.

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  • Simple Serve AI Consulting Logotype

    Simple Serve AI Consulting

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    Simple Serve AI Consulting is an AI Agents company. They are located in Alexandria, Virginia and have small team of experts. Their services include AI Agents and AI Consulting.

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  • Smooth U Biz Logotype

    Smooth U Biz

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    40% AI Development
    30% AI Consulting
    20% Generative AI +1 service
    10% AI Agents

    Smooth U Biz, an AI firm, is in Pearland, Texas. Established in 2026, the team focuses on Artificial Intelligence and AI Consulting.

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  • AGR Knowledge Services Logotype

    AGR Knowledge Services

    Not yet reviewed

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

    Services provided

    50% AI Development
    30% AI Consulting
    20% AI Agents

    AGR Knowledge Services is an AI development company. The firm is based in Mumbai, India. Their services include Artificial Intelligence and AI Consulting.

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  • Trionic Technologies LLP Logotype

    Trionic Technologies LLP

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    40% Generative AI
    35% AI Development
    25% AI Consulting

    Trionic Technologies LLP, a Generative AI company, offer Generative AI and Artificial Intelligence. They were founded in 2021.

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  • AstonomiQ.ai Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    50 - 249
    Bengaluru, India

    Services provided

    35% AI Agents
    35% AI Development
    30% Generative AI

    Established in 2025, AstonomiQ.ai is an AI Agents company. The company provides AI Agents and Artificial Intelligence.

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  • Innostream Technologies Logotype

    Innostream Technologies

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    60% AI Development
    10% BI & Big Data Consulting & SI
    10% CRM Consulting and SI +2 services
    10% ERP Consulting and SI
    10% IT Managed Services

    AI firm Innostream Technologies was founded in 2015. The company offers Artificial Intelligence and BI & big data consulting & SI.

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  • Domanski.AI Logotype

    Domanski.AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% AI Consulting

    Domanski.AI is an AI Consulting company in Cape Town, South Africa. They provide AI Consulting and were established in 2026.

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  • NOCTIX AI (SMC-PRIVATE) LIMITED Logotype

    NOCTIX AI (SMC-PRIVATE) LIMITED

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Generative AI

    NOCTIX AI (SMC-PRIVATE) LIMITED is an AI Agents company. The firm is located in Islamabad, Pakistan. Their team focuses on AI Agents and AI Consulting.

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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. 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
  30. Gorilla Logic Logotype

    Gorilla Logic

    $250,000+
    $50 - $99 / hr
    250 - 999
    Broomfield, CO

    Ability to deliver

    37.5/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    40% AI Development
    60% 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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