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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 16, 2026
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27,546 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
    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.

    Read All Reviews

    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.
    Read All Reviews

    View projects from:

    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 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

    Reviews mention Timely

    Client feedback regarding Wizard Labs' timeliness is overwhelmingly positive. One client noted that Maz and his team were 'extremely attentive' and delivered the complete project on time and on budget, while another praised Maz's exceptional organization and ability to deliver items punctually. Both clients appreciated the proactive communication regarding any delays, underscoring Wizard Labs' commitment to meeting deadlines and adapting to project needs effectively.
    • Custom Software & AI Dev for Taekwondo Franchising Brand
      5.0 May 14, 2025

      Maz and team were extremely attentive to our needs. They kept in touch with regular meetings and communicated effectively when deliverables took longer than expected to deliver. Overall we were very happy with them for delivering the complete project on time and on budget.

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    • AI MVP Development for AI Purchasing Automation Company
      5.0 Apr 9, 2025

      Maz is an excellent project manager. He is exceptionally organized, creates clear and detailed tasks/epics/timelines, and delivers items on time. They are flexible and understanding of pivots and direction changes that can happen when you're an early stage startup.

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    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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  • Trigon Cyber Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Huntsville, AL

    Services provided

    50% Cybersecurity
    25% AI Consulting
    25% AI Development

    Trigon Cyber is a Cybersecurity company. Their team is headquartered in Huntsville, Alabama. The firm focuses on Cybersecurity and Artificial Intelligence.

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  • Vertex Laboratories Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Philadelphia, PA

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Based in Philadelphia, Pennsylvania, Vertex Laboratories is a small big data company. Their services include BI & big data consulting & SI 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
    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.

    Read All Reviews

    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.
    Read All Reviews

    View projects from:

    United States (20) Canada (2) Mexico (1)
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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 Patient

    Overall sentiment regarding Qubika's patience is highly positive. Clients have noted their willingness to accommodate changes and rework as needed, reflecting a strong commitment to collaboration. For instance, one client highlighted that Moove It remains patient while addressing evolving project requirements, stating, "they’re really patient" when adjustments are necessary. Another client praised their ability to explain complex technical details in an understandable manner, emphasizing the team's patience in guiding less experienced stakeholders through the development process.
    • Development for Medical Solutions Company
      4.5 Aug 27, 2020

      They’re really patient. Sometimes they have to rework some things because we’re improving what we’re working on. It’s difficult to give metrics but the problem isn’t on Moove It’s side, it’s because we’re changing a lot on our side.

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

      Even though I was unfamiliar with a lot of the technical details, Moove It was very patient with me. In particular, Rafael excels at speaking with laymen about technical subjects. He understands my needs, addresses them, and then brings my ideas to life.

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    • App Development for Commercial Real Estate Staffing Company
      5.0 Sep 21, 2018

      They’ve also been flexible and accommodating to us as a small, busy startup. Even when I can’t get back to them within 24–48 hours, they’re always patient and tackle other elements of the project until I can respond. They’re personable and easy to communicate with. Even with their technical expertise, they were patient about re-explaining things for me and putting the explanations into words I could understand.

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    • iOS App Dev for Media Jobs Company
      5.0 Jul 11, 2017

      DecemberLabs only chooses projects and companies that they believe in. They also prefer ones that have a high potential for growth. I don't think they just take anything, so you don't feel like they’re banging out a bazillion projects and yours doesn't really matter. You can tell that they are passionate about what they do. They’ve been amazing to work with. They did what they could for me at every single moment, even if I had to figure out funding or something. They’re patient and willing to work with you. Martin and Washington, who are some of the developers I work with, send me articles that are relevant to my company or what we’re doing.

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    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.

    Read All Reviews

    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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    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 Unique expertise

    Clients have consistently praised Sketch Development for their unique expertise, particularly highlighting the exceptional quality of training provided by their instructor, James. Feedback indicates that his ability to connect Agile concepts to real-world applications is both rare and impactful, leaving participants energized and equipped with lasting tools. One client noted, 'James is, by far, the best trainer I have ever had the privilege of learning from,' underscoring the company's commitment to delivering high-quality, actionable insights.
    • Enterprise App Modernization for Utilities Company
      5.0 Feb 25, 2026

      Overall, Sketch performed exceptionally well in delivering the project deliverables and exceeded expectations in both expertise and execution. Elizabeth provided outstanding insight into the effective use of Jira, offering practical, real-world guidance that helped translate the tool from a concept into a meaningful and usable workload management solution for our department. The most impressive and unique aspect of this company is the exceptional quality of its training, particularly James’s ability as an instructor. He combines deep subject matter expertise with an engaging, thoughtful, and highly effective training manner that is both approachable and impactful.

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    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.

    Read All Reviews

    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.
    Read All Reviews

    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 Profile Visit Website
  • BOSS AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Nashville, TN

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    BOSS AI, a small big data company, is based in Nashville, Tennessee. Their services include BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • Axicor Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Green Bay, WI

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Axicor, a big data analytics company, is based in Green Bay, Wisconsin and Melbourne, Australia. Established in 2010, the team specializes in BI & big data consulting & SI and Artificial

    Read more
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  • LambdaZen LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Burlington, MA

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Established in 2012, LambdaZen LLC is a business intelligence company. The team focuses on BI & big data consulting & SI and Artificial Intelligence and is headquartered in Burlington,

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  • Pluralytics AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Wayzata, MN

    Services provided

    50% Branding
    25% AI Consulting
    25% AI Development

    Pluralytics AI, a branding firm, is located in Wayzata, Minnesota. Their services include Branding and Artificial Intelligence.

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  • Cambrian Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kansas City, KS

    Services provided

    50% AR/VR Development
    25% AI Consulting
    25% AI Development

    Cambrian is an AR/VR development company. The team provides AR/VR development and Artificial Intelligence and is located in Kansas City, Kansas.

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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

    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.

    Read All Reviews

    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

    View projects from:

    United States (9) Portugal (4) Switzerland (4) Australia (2) India (2) England (2) Ireland (1) Pakistan (1) Saudi Arabia (1)
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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 Great project management

    Clients consistently praise Snotor for their exceptional project management capabilities. One client noted that 'very good project management' led to timely deliveries, while another highlighted the project manager's initiative to improve communication and understanding of the project. A third client commended their project manager for keeping everything organized and ensuring the project stayed on track. Overall, the sentiment reflects high satisfaction with Snotor's responsiveness, organization, and commitment to client needs.
    • UX/UI Design & Software Dev for Employee Reward Platform
      5.0 Sep 20, 2023

      Snotor's management style was truly exceptional, characterized by meticulous attention to detail. Their team excelled in effective communication, attentively listening to our requirements and seamlessly incorporating our feedback.

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    • Custom Software Solutions for Healthcare Services Company
      5.0 Jul 20, 2023

      Very good project management. Initial part of the project was delivered on time. Company responded very well to our needs and always communicated quickly and thoughtfully.

      Read Full Review
    • Custom Software Development for CRM Company
      5.0 Jul 21, 2026

      Dmytro did an excellent job as our Project Manager, keeping everything organized, communicating clearly, and making sure the project stayed on track. Vitali and Roma delivered outstanding technical work, always paying attention to detail and coming up with thoughtful solutions.

      Read Full Review
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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

    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 Reliable

    CodeNinja has consistently been recognized for their reliability in project execution, as noted by clients who praised their adherence to deadlines and proactive communication. One client highlighted their exemplary project management, stating CodeNinja met all deadlines and was highly responsive to needs. Another remarked on their capability to deliver a tailored solution while ensuring system stability and low error rates. Overall, the sentiment reflects strong client trust in CodeNinja as a dependable strategic partner.
    • Custom Software & Mobile App for Retail Commerce Platform
      5.0 Jun 25, 2024

      CodeNinja's project management was exemplary. They consistently met deadlines, ensured clear and proactive communication, and were highly responsive to our needs. Their agile methodology ensured flexibility and timely adjustments, resulting in a seamless development process.

      Read Full Review
    • Marketplace Platform Development for Social Media Mktg Co
      5.0 Apr 25, 2024

      CodeNinja's competent project management style, transparency and timely communication ensured that we met our deadlines to launch our platform. PushBrands recognizes CodeNinja as a core strategic business partner. We value the effort and innovative approach that was devised by our partners.

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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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  • KTSL Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Corsham, England

    Services provided

    50% AI Development
    50% IT Managed Services

    Launched in 2000, KTSL is an IT managed services and AI firm. The team provides IT managed services and Artificial Intelligence.

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  • Cystel Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Newcastle Upon Tyne, England

    Services provided

    50% Cybersecurity
    25% AI Consulting
    25% AI Development

    Cystel is a Cybersecurity company established in 2018. The agency offers Cybersecurity and Artificial Intelligence.

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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

    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.
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    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
    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.
    Read All Reviews

    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 Transparent

    Clients consistently commend LANARS for their transparency throughout the project lifecycle. One client highlighted their 'honesty,' noting that despite change requests, LANARS did not raise prices, which fostered trust. The project's management was described as effective, with regular updates and the use of Trello for tracking progress. Overall, the sentiment reflects a strong appreciation for LANARS' clear communication and integrity in business dealings.
    • Social Reading App Dev for Startup
      5.0 May 15, 2019

      It’s their honesty. LANARS gave us a very good quote in the beginning to compete with other agencies. I made some change requests after that, but they never tried to ask for higher prices. They’re honest, transparent, and easy to work with.

      Read Full Review
    Read All Reviews
    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

    View projects from:

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    New York, NY

    Services provided

    50% AI Development
    50% Fulfillment

    Converseon is a New York, New York-based artificial intelligence development company and Fulfillment company. Founded in 2008, the team provides Artificial Intelligence and Fulfillment.

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  • Earthwave Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edinburgh, Scotland

    Services provided

    25% AI Consulting
    25% AI Development
    25% BI & Big Data Consulting & SI +1 service
    25% Fulfillment

    Earthwave is a big data company based in Edinburgh, Scotland. Founded in 2018, the team offers BI & big data consulting & SI and Artificial Intelligence.

    Read more
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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 Puts the customer first

    Leobit consistently demonstrates a customer-first approach, as highlighted by a client who appreciates their proactive communication and ability to meet deadlines. The client noted that Leobit's developers provide valuable feedback and maintain a strong work ethic, ensuring that they understand business needs. They emphasize professionalism, politeness, and responsiveness, with the client recommending Leobit for their impressive dedication and reliability throughout their ongoing partnership.
    • Custom Software Development Outsourcing for Bail Loan Firm
      5.0 Jan 19, 2021

      Leobit communicates well. They have really nice English skills, and they are always very polite and friendly. We use Trello, Slack, and Confluence to communicate, and we speak to each other daily. They’re available whenever I need to discuss something with them. They’re also flexible with the tasks that I give them.

      Read Full Review
    Read All Reviews
    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

    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
    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

    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

    More responsive than most other service providers

    JPLoft is 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)
    View Profile Visit Website
  • Nerve Cells AI pvt. ltd. Logotype

    Nerve Cells AI pvt. ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% Blockchain

    Established in 2023, Nerve Cells AI pvt. Ltd. Is a Blockchain and AI Consulting company. The team specializes in Blockchain and AI Consulting and is headquartered in Chandigarh, India.

    Read more
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  • XigeniX Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Brassall, Australia

    Services provided

    50% AI Development
    25% IoT Development
    25% UX/UI Design

    XigeniX is a small artificial intelligence firm headquartered in Toronto, Canada and Brassall, Australia. The team provides Artificial Intelligence and UX/UI Design.

    Read more
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  • Wellesley Cove Group Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    50% Business Consulting

    Wellesley Cove Group is an artificial intelligence company and Business Consulting company. Founded in 2017, the team provides Artificial Intelligence and Business Consulting.

    Read more
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  • Zoomi.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Malvern, PA

    Services provided

    50% AI Development
    25% BI & Big Data Consulting & SI
    25% Market Research

    Zoomi.ai is an AI company headquartered in Malvern, Pennsylvania. Founded in 2012, the team provides Artificial Intelligence and Market Research.

    Read more
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  • Boulder Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boulder, CO

    Services provided

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

    Boulder Labs is a data analytics company and Generative AI company. Based in Boulder, Colorado, the firm focuses on BI & big data consulting & SI and Generative AI.

    Read more
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  • Thoughtful Logic LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Lakewood, CO

    Services provided

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

    Thoughtful Logic LLC is a big data analytics company and Generative AI company. The Lakewood, Colorado-based team specializes in BI & big data consulting & SI and Generative AI.

    Read more
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  • Vlamis Software Solutions, Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Liberty, MO

    Services provided

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

    Vlamis Software Solutions, Inc is a small big data company and AI development company. They offer BI & big data consulting & SI and Artificial Intelligence and were founded in 1992.

    Read more
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  • Code Contract Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bilbo, Spain

    Services provided

    50% AI Development
    50% Blockchain

    Artificial intelligence development company and Blockchain company Code Contract was founded in 2019. The agency offers Artificial Intelligence and Blockchain, and is small.

    Read more
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  • DecisionTrek, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Naperville, IL

    Services provided

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

    DecisionTrek, LLC is a data analytics company and AI firm. They are located in Naperville, Illinois and have small team. They focus on BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • Oakwood Systems, Inc. Logotype

    Oakwood Systems, Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

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

    Oakwood Systems, Inc. Is a Cincinnati, Ohio-based big data analytics company and artificial intelligence firm. They focus on BI & big data consulting & SI and Artificial Intelligence.

    Read more
    View Profile
  • Takeoff LLC Logotype

    Takeoff LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% Application Testing

    Application Testing and AI Consulting company Takeoff LLC was launched in 2020. The team offers Application Testing and AI Consulting.

    Read more
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  • Colossal AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    50% AI Development
    50% Data Annotation Services

    Colossal AI is an AI company and Data Annotation Services company. In London, England, their team specializes in Artificial Intelligence and Data Annotation Services.

    Read more
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  • Look Lateral Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Milano, Italy

    Services provided

    50% AI Development
    50% Blockchain

    Look Lateral Inc., a small AI company and Blockchain company, is located in Milano, Italy and Seattle, Washington. The team specializes in Artificial Intelligence and Blockchain.

    Read more
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  • Megdap Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    50% AI Development
    20% Content Moderation Services
    20% Transcription +1 service
    10% Translation

    Megdap, an artificial intelligence company, was launched in 2015. The team focuses on Artificial Intelligence and Transcription and is headquartered in Seattle, Washington and Pune, India.

    Read more
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  • INKY Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    College Park, MD

    Services provided

    50% AI Development
    50% Cybersecurity

    INKY Technology is a Cybersecurity and AI development company. The College Park, Maryland-based company specializes in Cybersecurity and Artificial Intelligence.

    Read more
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  • Navitec, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bozeman, MT

    Services provided

    50% Digital Strategy
    50% Generative AI

    Launched in 2018, Navitec, Inc. Is a Digital Strategy and Generative AI company. The team provides Digital Strategy and Generative AI.

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  • Accern Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    New York, NY

    Services provided

    50% AI Development
    50% Low/No Code Development

    Established in 2014, Accern is a small New York, New York-based AI development company and Low/No Code Development company. Their services include Artificial Intelligence and Low/No Code

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  • EdgeTheory Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Oxford, MS

    Services provided

    50% AI Development
    50% Cybersecurity

    EdgeTheory is a Cybersecurity and artificial intelligence company. In Oxford, Mississippi, the company was founded in 2012. Their services include Cybersecurity and Artificial Intelligence.

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  • Que Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Marousi, Greece

    Services provided

    50% AI Development
    50% Product Design

    Que Technologies is a small Product Design and AI firm based in Marousi, Greece. The team offers Product Design and Artificial Intelligence.

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  • Novada Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Carlton, Australia

    Services provided

    50% Generative AI
    25% Custom Software Development
    25% Mobile App Development

    Generative AI company Novada Tech was established in 2022. The team specializes in Generative AI and Custom Software Development.

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  • Chatvolt Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    São Paulo, Brazil

    Services provided

    50% AI Development
    30% AI Agents
    20% API Development

    Chatvolt, an AI development company, is in São Paulo, Brazil. They specialize in Artificial Intelligence and AI Agents and were established in 2024.

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  • KnowDroids.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Nové Město, Czech Republic

    Services provided

    50% AI Agents
    50% AI Consulting

    KnowDroids.ai, a small AI Consulting and AI Agents company, is headquartered in Nové Město, Czech Republic. Their services include AI Consulting and AI Agents.

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  • Novus Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    20% AI Agents
    20% AI Development
    15% AI Consulting +3 services
    15% Branding
    15% Generative AI
    15% Search Engine Optimization

    Artificial intelligence company Novus was founded in 2020. The agency offers Artificial Intelligence and AI Agents, and is small.

    Read more
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  • Ampliwork Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Ampliwork, a small AI Agents company, is located in Boston, Massachusetts. Their services include AI Agents and Artificial Intelligence.

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  • Evolving Intelligence Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Markham, Canada

    Services provided

    50% AI Agents
    50% AI Consulting

    Evolving Intelligence Inc is a small AI Consulting and AI Agents company based in Markham, Canada. The team focuses on AI Consulting and AI Agents.

    Read more
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  • AI Analytics Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Toronto, Canada

    Services provided

    50% AI Agents
    50% AI Consulting

    AI Analytics Inc is a small AI Consulting and AI Agents company. They focus on AI Consulting and AI Agents and were launched in 2018.

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  • Solid State AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Toronto, Canada

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Custom Software Development

    Established in 2017, Solid State AI is a software development firm. The firm offers Custom Software Development and Artificial Intelligence.

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  • Superbo AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    25% AI Agents
    25% AI Consulting
    25% AI Development +1 service
    25% Digital Strategy

    Superbo AI is a Digital Strategy company. The Dubai, United Arab Emirates-based firm was founded in 2020. Their services include Digital Strategy and Artificial Intelligence.

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  • Kinnovia Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berlin, Germany

    Services provided

    50% AI Development
    50% IoT Development

    IoT development and artificial intelligence firm Kinnovia was launched in 2024. The team offers IoT development and Artificial Intelligence and is in Berlin, Germany.

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  • Smart WSI Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Edmonton, Canada

    Services provided

    20% AI Consulting
    20% Pay Per Click
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Design

    Social media marketing firm Smart WSI Marketing is in Edmonton, Canada. Founded in 2009, the team focuses on Social Media Marketing and Search Engine Optimization.

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  • ARLI Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    Gdańsk, Poland

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +2 services
    20% Robotics Process Automation
    20% Web Development

    Founded in 2024, ARLI is a website development firm. The team focuses on Web Development and Mobile App Development.

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  • SciData S.A. Logotype

    SciData S.A.

    Not yet reviewed

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

    Services provided

    20% Content Marketing
    20% Generative AI
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Development

    Founded in 2015, SciData S.A., a small social media marketing firm, is located in Florida, Argentina. Their team focuses on Social Media Marketing and Content Marketing.

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  • Farbentour Logotype

    Farbentour

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    60% Search Engine Optimization
    20% Generative AI
    20% Public Relations

    Farbentour is a SEO company in Mettmann, Germany. Their services include Search Engine Optimization and Public Relations.

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  • Zilbix: Management Consulting Firm Logotype

    Zilbix: Management Consulting Firm

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% Business Consulting

    Zilbix: Management Consulting Firm is a small Business Consulting and AI Consulting company established in 2025. Their team provides Business Consulting and AI Consulting.

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  • Link Helpers SEO & Web Design Phoenix Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Phoenix, AZ

    Services provided

    60% Search Engine Optimization
    20% Generative AI
    20% Web Design

    Link Helpers SEO & Web Design Phoenix is a small SEO services firm located in Phoenix, Arizona. Their services include Search Engine Optimization and Web Design.

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  • Duelling Pixels Logotype

    Duelling Pixels

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    15% Content Marketing
    15% Search Engine Optimization
    10% AI Agents +6 services
    10% AI Consulting
    10% Application Management & Support
    10% E-Commerce Development
    10% Ecommerce Marketing
    10% Generative AI
    10% Web Design

    Duelling Pixels is a SEO company. In Bentleigh, Australia, their team offers Search Engine Optimization and Content Marketing.

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  • The Professional Sales Academy Logotype

    The Professional Sales Academy

    Not yet reviewed

    $10,000+
    $300+ / hr
    2 - 9

    Services provided

    55% Corporate Training & Coaching
    25% Business Consulting
    20% AI Consulting

    Based in Vancouver, Canada, The Professional Sales Academy is a Corporate Training & Coaching company. The team offers Corporate Training & Coaching and Business Consulting.

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  • Srijak Innovations LLP Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Custom Software Development
    10% Generative AI +13 services
    8% Web Development
    6% AI Agents
    6% AI Consulting
    5% Application Management & Support
    5% BI & Big Data Consulting & SI
    5% Cloud Consulting & SI
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% IT Managed Services
    5% IT Staff Augmentation
    5% IT Strategy Consulting
    5% Microservices Architecture Services
    5% Mobile App Development

    Founded in 2026, Srijak Innovations LLP is a software development company. Their services include Custom Software Development and Artificial Intelligence.

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  • URCO Logotype

    URCO

    5.0 2 reviews
    $5,000+
    Undisclosed
    2 - 9

    Services provided

    25% Direct Marketing
    20% AI Development
    20% Search Engine Optimization +4 services
    15% Advertising
    10% Web Design
    5% Branding
    5% Marketing Strategy

    Local SEO systems, Google Business Profile/GMB optimization, service pages, reviews, tracking, CRM setup, and AI-powered lead follow-up automations. Moving beyond standard aesthetic-only web design,

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    See all 2 projects
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At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

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:

  • In-depth client interviews and ratings
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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. 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
  25. 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
  27. 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
  28. 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
  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

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AI increases speed and output, but many businesses overlook the amount of rework it creates. The data show that the burden falls mostly on managers and...

Artificial Intelligence Thought Leadership
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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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