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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, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 23, 2025
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15 Leaders 15 Contenders

17,865 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 82 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    10% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Unified Communications Consulting & SI

    Simform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.

    See all 82 projects

    Reviews mention Well-organized projects

    Clients consistently highlight Simform's well-organized project management as a key strength. For instance, one client noted their project manager's excellent communication and responsiveness, stating, 'They are a well-oiled machine.' Another client praised their efficiency, mentioning, 'They always made sure we had a list itemized in stages of highest priority to lowest.' Overall, the sentiment reflects a high level of satisfaction with Simform’s structured approach, timely delivery, and effective communication throughout the project lifecycle.
    • Application Testing & QA for Software Company
      5.0 Jun 21, 2023

      We assigned their QA Automation Tester onto an existing team and managed their work deliverables similarly to how we manage our existing Dev/QA resource work deliverables. If things were ever off-track, we were kept in the loop by our existing Scrum framework and addressed gaps directly with resources. While we did not need to leverage this, Simform also had a dedicated Customer Success resource that we could leverage if we were unable to address these gaps directly with our assigned resource.

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    • Web & Mobile App Development for Startup Mobile App Game
      5.0 Jul 7, 2022

      They’re very organized, on-time, and hard-working, integrating well with our internal team. We manage the project in Linear and communicate over Google Meet. They’re very easy to work with and have a lot of resources available at whatever skill level you need.

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    • Create Digital Tools for Communication Platform for Parents
      5.0 Jul 2, 2020

      They have done a great job in working with us to manage the project so far. They are very responsive, and not only take direction well but are helpful in refining it whenever they think of things that help the product beyond what I had envisioned. In general, they are also highly organized and efficient at all times.

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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! Simform is a well-oiled machine. Our company has been building our own software for the past 13 years and we just started working with Simform in the last 6 months. They have blown me away with their organization, communication, design, and programming.

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    Industry Experience

    Simform has received positive feedback across various industries, showcasing their expertise in business services, healthcare, fitness, and real estate, among others. Clients commend their responsiveness, project management, and technical knowledge, with many noting successful outcomes such as improved applications and streamlined processes. The overall sentiment indicates strong satisfaction with their services in these sectors, highlighting Simform's ability to adapt to diverse project requirements and deliver high-quality solutions.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (2)

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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    United States (48) 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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    Innowise Logotype

    Innowise

    4.9 72 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Innowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.

    See all 72 projects

    Reviews mention Well-organized projects

    Clients consistently praised Innowise for their well-organized project management and timely delivery. One client noted, 'They were well-organized and kept me informed about every finished functionality or issue.' Another highlighted, 'They structured the entire project very well and easy for everybody to understand.' Overall, the sentiment reflects strong satisfaction with Innowise's ability to manage projects efficiently and maintain clear communication throughout the development process.
    • Mobile App Design & Dev for HealthTech Company
      5.0 Jun 7, 2024

      They delivered each milestone on time. They were well-organized and kept me informed about every finished functionality or issue.

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    • Web3 Interface & Solidity Contracts Dev for Blockchain Co
      5.0 Jan 23, 2024

      Project management was very responsive and communicative. Industry standard project management methods were used and they were very easy to interact with.

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    • Mobile Application Development for Gaming Company
      5.0 Sep 25, 2023

      We had weekly check-ins since the Innowise team worked in Weekly Scrum Sprints. They structured the entire project very well and easy for everybody to understand. It was easy to tell how far along they were and where hurdles or 'scrum cliffs' would arise.

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    • Web Dev & UI/UX Design for 3D Production Company
      5.0 Jun 12, 2023

      They were well-organized and ensured the project was handled carefully and delivered on time. Mostly everything is good; business dev is so easy to talk with, the Project manager is well organized and the developers worked very fast.

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    • Custom Software Dev for Marketing & Tech Company
      5.0 Apr 18, 2023

      We were delighted with Innowise Group's collaborative approach to completing projects. Using email, phone calls, and a ticketing system, Innowise leads an organized and communicative process.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for Innowise has been overwhelmingly positive. One client, a private school president, praised their ability to create a custom database that improved workflow and reduced labor for reporting. They highlighted Innowise's effective project management and timely communication, noting that the company outperformed a previous vendor in cost and quality. Overall, clients express satisfaction with timely delivery and successful outcomes, with no significant areas for improvement identified.
    Read 1 Recent Review

    Industry Experience

    Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.

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    Select Industry to see insights

    Design Information technology Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (24) $50,000 to $199,999 (17) $200,000 to $999,999 (10) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    BlueLabel Logotype

    BlueLabel

    4.7 67 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 software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.

    See all 67 projects
    1 of 2 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight their exceptional capability in AI development and project management. Clients reported significant efficiency improvements, with one noting a reduction in task durations from 40–45 minutes to just 10–12 minutes. Feedback emphasized their professionalism and ability to meet deadlines, although some suggested enhancing communication with non-technical teams. Overall, client sentiment is overwhelmingly positive, with satisfaction regarding results and ongoing collaborations.
    Read 2 Recent Reviews

    Industry Experience

    BlueLabel has demonstrated expertise across various industries, including Healthcare, Agriculture, Insurance, and Financial Services. Clients commend their proficiency in AI integration, project management, and adaptability in understanding complex needs. The sentiment is overwhelmingly positive, with notable strengths in efficiency and automation in Healthcare, innovative customer engagement solutions in Agriculture, and strong project collaboration in Financial Services. Overall, BlueLabel is particularly well-suited for projects in Healthcare and Insurance, where technology-driven solutions are paramount.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (24) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's overall cost and value for money is predominantly positive. Clients frequently highlight that BlueLabel's pricing is reasonable, often noting their services fit well within budget constraints. For instance, one client mentioned they invested approximately $300,000 for substantial improvements in efficiency and automation. Another client appreciated the balance of cost and quality, stating that BlueLabel provided a good value proposition compared to competitors. Overall, clients express satisfaction with the return on investment, citing effective project management and timely delivery.
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    United States (64) Thailand (1) United Arab Emirates (1)
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  • Hyqoo Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Bernards, NJ

    Services provided

    20% Custom Software Development
    20% Web Development
    15% AI Development +3 services
    15% Blockchain
    15% Mobile App Development
    15% UX/UI Design

    Midsize software development firm Hyqoo, is in Bernards, New Jersey. Their services include Custom Software Development and Web Development.

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  • RactStudio Logotype

    RactStudio

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    Freelancer

    Services provided

    20% Web Development
    10% AI Consulting
    10% AI Development +6 services
    10% API Development
    10% Custom Software Development
    10% E-Commerce Development
    10% Generative AI
    10% UX/UI Design
    10% Web Design

    Established in 2017, RactStudio is a small web development company. Their services include Web Development and Web Design.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 21 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    30% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +2 services
    15% Mobile App Development
    10% IT Staff Augmentation

    Azumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.

    See all 21 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for Azumo has been overwhelmingly positive, highlighting their expertise in designing conversational applications and aligning resources effectively. A director from nlx.ai praised Azumo's ability to exceed expectations in quality and speed, noting their proactive approach in personnel management. The project management was described as comprehensive, with regular communication ensuring timely deliverables. Overall, clients have expressed high satisfaction, with no significant areas for improvement identified.
    Read 1 Recent Review

    Industry Experience

    Azumo has demonstrated expertise across various industries, including Software, Social Networking, Financial Services, Healthcare, and Education. Reviewers consistently commend their responsiveness, quality of work, and ability to adapt to shifting project requirements. In the Software and IT Services sectors, they excel in development and project management, while in Healthcare and Financial Services, they improve system resilience and migration tasks. Overall sentiment across industries is highly positive, highlighting Azumo as a reliable partner for diverse technological needs.

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    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Education IT Services Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Media

    More responsive than most other service providers

    Azumo is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

    4.9 25 reviews
    Verified
    $50,000+
    $100 - $149 / hr
    10,000+
    Charlottesville, VA

    Services provided

    25% Generative AI
    15% AI Development
    15% Mobile App Development +4 services
    15% Web Development
    10% AI Agents
    10% Marketing Strategy
    10% UX/UI Design

    TELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.

    See all 25 projects

    Industry Experience

    WillowTree has demonstrated strong capabilities across various industries, including Financial Services, IT Services, Healthcare, Legal, Retail, and Nonprofit. Clients commend their expertise in developing user-friendly digital solutions, notably in enhancing payment processing systems in finance, mobile app development in IT and healthcare, and legal tech solutions. Overall sentiment is highly positive, highlighting their project management skills, innovative design approaches, and collaborative nature—effectively impacting operational efficiencies and user engagement across sectors.

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    Select Industry to see insights

    Legal Retail Other Industry Media Education Consumer Products Nonprofit Information technology Hospitality & leisure Software Advertising & marketing Arts, entertainment & music IT Services Healthcare Financial services

    More responsive than most other service providers

    TELUS Digital 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 (23) Canada (1)
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    Vention Logotype

    Vention

    4.9 98 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Services provided

    30% Custom Software Development
    10% AI Agents
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Vention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.

    See all 98 projects

    Reviews mention Exceeds expectations

    Clients have expressed that Vention consistently exceeds expectations, highlighting their dedication and adaptability. One VP noted, 'They delivered on every single ambitious goal we threw at them,' emphasizing the team's commitment to success. Additionally, the Vention team was praised for their proactive communication and ability to deliver ahead of schedule, with one engineer deploying a tool in just one day. Overall, clients feel that Vention's unwavering support and involvement have been instrumental in achieving their project goals.
    • App Dev for Digital Histopathology Company
      5.0 Jun 28, 2023

      The team that we have built here truly has been insanely impressive. The amount of frontend work that has been done with great attention to detail has surpassed my expectations. I wholeheartedly recommend their services to anyone seeking a team of top-tier professionals who are dedicated, reliable, and immensely talented. Overall, our experience with Vention has been nothing short of exceptional. Their team of contractors consistently met and surpassed our expectations, delivering outstanding results and contributing significantly to our growth.

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    • Web3 Custom Software Development for Software Company
      5.0 Apr 19, 2023

      Our end client was highly satisfied with iTechArt Group’s work, which was our number one metric. We also evaluated iTechArt Group’s ability to use our tools and were impressed with their initiative to go beyond the minimum scope and deliver a functional project. I was most impressed with iTechArt Group’s collaboration and technical skills. During the project’s development, iTechArt Group was required to invent solutions in order to resolve problems, and they figured out answers quickly.

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    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Vention reflect a highly positive sentiment, highlighting their exceptional engineering talent and responsiveness. Clients appreciated the quality of work delivered, with one noting a significant bug fix that improved retention by 2-3%. Another praised their effective account management, establishing trusted relationships. Consistently, clients reported timely delivery and effective communication, with no identified areas for improvement. Overall, Vention is recognized as a reliable partner for software development and staff augmentation.
    Read 3 Recent Reviews

    Industry Experience

    Vention has demonstrated expertise across diverse industries, including Fintech, IT, Education, Marketing, and Healthcare. In Fintech, they excel in software development and team augmentation, receiving praise for responsiveness and timely deliveries. In IT, clients commend their problem-solving skills and technical proficiency, while in Education, their collaborative approach has improved project outcomes. Overall sentiment is positive, with a consistent emphasis on quality, flexibility, and effective communication across all sectors.

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    Select Industry to see insights

    Advertising & marketing Education Business services Financial services Food & Beverage Software eCommerce Healthcare Logistics & Supply Chain Hospitality & leisure Consulting Social Networking Energy & natural resources Wellness & Fitness Transportation IT Services Real estate Media Arts, entertainment & music Utilities Chemicals & Biotechnology Consumer Products Information technology Other Industry

    View projects from:

    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • EllzTech Logotype

    5.0 2 reviews
    Undisclosed
    Undisclosed
    10 - 49
    New York, NY

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Public Relations +2 services
    20% UX/UI Design
    20% Web Development

    EllzTech is a leading provider of innovative Software solutions designed to streamline and automate business operations. Our powerful systems include School Management, Loan Management,

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  • Teknoloje Solutions Logotype

    5.0 1 review
    $5,000+
    $25 - $49 / hr
    10 - 49
    Karachi, Pakistan

    Services provided

    30% Custom Software Development
    25% Application Management & Support
    25% IT Staff Augmentation +1 service
    20% AI Development

    Teknoloje Solutions is the global provider of innovative information technology solutions and cutting-edge services. We are the information technology organization with focus on leveraging Machine

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  • Syed Software Logotype

    Syed Software

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IoT Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Syed Software is a leading software development company based in Pakistan, offering a wide range of cutting-edge digital solutions to businesses worldwide. With a strong commitment to innovation,

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  • Rysysth Technologies Logotype

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    10 - 49
    Sacramento, CA

    Services provided

    20% AI Development
    20% Blockchain
    20% Cloud Consulting & SI +2 services
    20% Mobile App Development
    20% Web Development

    At Rysysth Technologies, we design and build AI systems that bring automation, intelligence, and adaptability to businesses ready to lead — not lag.From copilots to custom AI agents, from

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  • B-HiTech, Inc. Logotype

    4.3 2 reviews
    $10,000+
    $150 - $199 / hr
    10 - 49
    New York, NY

    Services provided

    10% AI Consulting
    10% AI Development
    10% BI & Big Data Consulting & SI +7 services
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Microservices Architecture Services
    10% Mobile App Development
    10% Web Development

    B-HiTech, Inc. provides services in website creation, app development, and cloud solutions, including AWS infrastructure and CRM system implementation. The reviews highlight their customer-centric approach, timely delivery, and professionalism. Clients appreciate the good value for cost and alignment with company values, despite a suggestion to expand their workforce to meet market demand.

    See all 2 projects

    More responsive than most other service providers

    B-HiTech, Inc. 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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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

    40% AI Development
    30% Cloud Consulting & SI
    15% Mobile App Development +1 service
    15% UX/UI Design

    Qubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.

    See all 61 projects
    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.
    Read 2 Recent Reviews

    Industry Experience

    Qubika has demonstrated expertise across various industries, including Information Technology, Consulting, Wellness & Fitness, Software, and Healthcare. Clients commend their technical acumen, responsiveness, and ability to deliver quality products on time, often highlighting successful project outcomes, such as improved efficiency and user engagement. Overall sentiment reflects satisfaction, especially in IT and healthcare sectors where their adaptability and innovative solutions have made a significant impact.

    Read All Reviews

    Select Industry to see insights

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

    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

    Client feedback consistently highlights Qubika's competitive pricing and strong value for money. Clients appreciate that the pricing fits their budgets while ensuring high-quality service and deliverables. For instance, one client noted, "Pricing fit our budget" and highlighted Qubika as a "good value for cost." Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of work provided, making Qubika a recommended partner for various projects.
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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.
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 24 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% UX/UI Design

    Phaedra Solutions is a versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.

    See all 24 projects
    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, clients have praised Phaedra Solutions for their technical expertise and responsiveness, noting a 30% faster user onboarding and a 40% reduction in manual tasks due to effective automation. One client highlighted their impressive project management and clear communication, while another acknowledged the need for improvement in project management. Overall, the sentiment is positive, with clients expressing satisfaction and noting the company's ability to deliver high-quality results tailored to their needs.
    Read 2 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Software, Nonprofit, Legal, Retail, Advertising & Marketing, IT Services, and Energy. Feedback highlights their strengths in UI/UX design, project management, and technical execution. Clients appreciate their proactive communication, timely delivery, and deep technical knowledge. Overall sentiment is positive, particularly in the Software and Nonprofit sectors, indicating strong alignment for projects requiring robust digital solutions and creative design.

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    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients have consistently praised Phaedra Solutions for their affordability and value for money. One client noted they were 'very affordable,' while another highlighted their commitment to delivering high-quality work on time and within budget. The team is recognized for their responsiveness and ability to go above and beyond to meet project needs. Overall, feedback reflects a strong sentiment of satisfaction with the company's pricing relative to the quality of services provided.
    Read All Reviews

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    LANARS

    5.0 14 reviews
    $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 app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.

    See all 14 projects

    Reviews mention Exceeds expectations

    The client expressed that LANARS exceeded expectations significantly, particularly noting their impressive project management and communication skills. They highlighted the stability and performance of the mobile app developed, stating, 'We are quite pleased with Lanars.' The client was particularly moved by LANARS' commitment to delivering high-quality work amidst challenging circumstances, stating their respect for the team's dedication. Overall, the feedback reflects a sentiment of satisfaction and admiration for the company's efforts.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Given the current state of affairs in Ukraine - they vastly exceeded my expectations. These are good people, I hope they and their families remain safe.

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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, Financial Services, Information Technology, Construction, and Business Services. Clients commend their adaptability, strong project management, and technical proficiency, especially in app development and cloud integration. Overall sentiment is positive, with notable strengths in communication and timely deliverables, making them a suitable partner for projects in tech-driven environments and service-oriented sectors.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients generally perceive LANARS as offering strong value for money, often highlighting their competitive pricing and quality of work. One client noted that LANARS 'exceeded expectations' and provided 'high quality work' despite challenging circumstances. Another emphasized their 'honesty' in pricing, stating there were no unexpected cost increases. Overall, feedback reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing LANARS's reputation as a reliable partner for various projects.
    Read All Reviews

    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • Microters Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    10 - 49
    Cumilla, Bangladesh

    Services provided

    20% AI Development
    20% Content Writing Services
    20% Custom Software Development +2 services
    20% Search Engine Optimization
    20% Video Production

    Microters offers comprehensive SEO and PPC services, including website audits, keyword optimization, content strategy, link-building, and targeted ad campaigns. The reviews highlight significant improvements in search engine rankings, organic traffic, and conversions, with commendable project management and clear communication. Their expertise and responsiveness were particularly impressive, although more frequent progress updates could enhance transparency.

    See all 1 projects
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  • ThumbStack Technologies Private Limited Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Mumbai, India

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    ThumbStack Technologies Private Limited is a custom software development firm. Their team is located in Mumbai, India and offers Custom Software Development and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Krazimo Logotype

    Krazimo

    5.0 8 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    35% AI Development
    25% Generative AI
    10% AI Consulting +3 services
    10% API Development
    10% Microservices Architecture Services
    10% Web Development

    Krazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.

    See all 8 projects

    Industry Experience

    Krazimo demonstrates strong expertise in the Information Technology, Education, Research, and Software industries, delivering impactful solutions such as AI-driven systems and secure platforms. Clients commend their adaptability, project management, and technical precision, particularly in developing innovative AI applications and integrating complex data sources. Overall sentiment is highly positive, with clients noting effective communication and a deep understanding of user experience and domain-specific needs, making Krazimo a suitable partner for projects in tech and education sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $10,000 to $49,000 (2)

    What Clients Have Said

    Krazimo is consistently recognized for providing excellent value for money, with clients noting that their pricing aligns well with project budgets. One client emphasized that Krazimo's pricing fit their budget while delivering good value. Another highlighted the company's ability to deliver high-quality results while maintaining a cost-effective approach. Overall, feedback suggests strong client satisfaction regarding the balance of cost and the quality of deliverables, reinforcing Krazimo's reputation as a reliable partner.
    Read All Reviews

    More responsive than most other service providers

    Krazimo 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 (3) Canada (1) India (1) Latvia (1) Singapore (1)
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    Imobisoft Logotype

    Imobisoft

    4.8 20 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    10 - 49
    Coventry , England

    Services provided

    30% AI Development
    15% Custom Software Development
    15% Generative AI +4 services
    10% AI Consulting
    10% Application Management & Support
    10% Mobile App Development
    10% Web Development

    Imobisoft is a versatile technology solutions company specializing in software development, web and app development, and cloud migration services. Overall, 100% of the reviews express satisfaction with their technical expertise, project management, and adherence to timelines and budgets. Imobisoft is consistently praised for their responsiveness, professionalism, and ability to deliver cost-effective solutions, as highlighted in 80% of the reviews.

    See all 20 projects

    Reviews mention Honest

    Clients have consistently praised Imobisoft for their transparency, honesty, and ethical approach. One client emphasized their reliability in project management, noting they are a 'pleasure to work with' and highlighted their commitment to client needs. Additionally, the client advised potential customers to involve Imobisoft early in projects, reinforcing the sentiment of trustworthiness. Overall, feedback indicates a strong appreciation for Imobisoft's honest communication and dependable service.
    • Custom Web Dev for Creative Firm
      5.0 May 26, 2022

      Imobisoft’s project management has been excellent. Additionally, they’re trustworthy, transparent, honest, and ethical. Overall, they’re a pleasure to work with. Get them involved at the earliest stages of your development project. They’re very transparent, honest, and ethical, so you don’t have to worry about sharing information with them; they’ll do their work on your behalf in a trustworthy manner.

      Read Full Review
    Read All Reviews
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, Imobisoft has received positive feedback for their expertise in software development and project management. Clients praised their responsiveness and ability to meet deadlines while staying within budget. One client noted, "Imobisoft is very fast-reacting and will come back to me within a day or two," highlighting their effective communication. Another remarked on their deep industry knowledge and guidance throughout the project. Overall, clients express high satisfaction and recommend coming prepared with project concepts.
    Read 2 Recent Reviews

    Industry Experience

    Imobisoft has demonstrated expertise across various industries, including Information Technology, Food & Beverage, Healthcare, and Legal. Clients commend their project management, technical knowledge, and ability to deliver tailored solutions. The strong sentiment is particularly noted in Healthcare and IT Services, where their technical capabilities positively impacted operational efficiencies. In Food & Beverage, they enhanced stock management systems, while in Legal, they successfully redesigned complex websites. Overall, their impact is favorable, making them a strong candidate for clients in these sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resources

    View projects from:

    England (11) Saudi Arabia (1)
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    Tallium Inc. Logotype

    Tallium Inc.

    4.9 38 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.

    See all 38 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback on Tallium Inc. has been overwhelmingly positive, highlighting exceptional project management and strong technical expertise. Clients noted timely deliveries and effective communication, with one CEO stating, "Tallium became our strongest and most reliable collaboration." Another client emphasized their deep technical understanding, while a PR Director praised their partnership approach and quality of output. Overall, clients expressed satisfaction with outcomes and reported no significant areas for improvement.
    Read 4 Recent Reviews

    Industry Experience

    Tallium Inc. has demonstrated its expertise across various industries, including Gaming, Information Technology, Financial Services, Retail, and Education. Clients have praised their technical proficiency, project management skills, and ability to integrate complex functionalities. The overall sentiment reflects strong satisfaction, particularly in Gaming (notable success with loyalty apps), Financial Services (effective banking solutions), and Education (robust learning platforms). Their consistent delivery and collaboration make them an excellent fit for technology-driven projects and sectors focused on user engagement and experience.

    Read All Reviews

    Select Industry to see insights

    Advertising & marketing Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling Healthcare Consumer Products Environmental Services Arts, entertainment & music Business services Automotive IT Services Gaming

    More responsive than most other service providers

    Tallium Inc. 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 (7) Ukraine (6) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
    View Profile Visit Website
  • Qubit AG Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    München, Germany

    Services provided

    50% Blockchain
    30% AR/VR Development
    20% AI Development

    In München, Germany and Vaduz, Liechtenstein, Qubit AG is a Blockchain company. They offer Blockchain and AR/VR development and were established in 2018.

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  • ProxNtelli Labs Pvt Ltd Logotype

    ProxNtelli Labs Pvt Ltd

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    30% AR/VR Development
    30% Mobile App Development
    20% AI Development +1 service
    20% Web Development

    ProxNtelli Labs Pvt Ltd is an AR/VR development company established in 2014. The firm specializes in AR/VR development and Mobile App Development, and is small.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    4.9 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.

    See all 53 projects

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

    United States (22) Norway (5) Switzerland (4) England (3) Germany (3) Estonia (2) Sweden (2) Netherlands (1) Poland (1) Singapore (1) Belgium (1) Luxembourg (1) Ukraine (1) Hong Kong (1) Denmark (1)
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 50 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

    20% Custom Software Development
    15% Mobile App Development
    15% Web Development +5 services
    10% AI Consulting
    10% AI Development
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Staff Augmentation

    Ahex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.

    See all 50 projects
    2 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, Ahex Technologies has received positive feedback for their responsiveness, project management, and innovative solutions. Clients highlighted their ability to meet deadlines and adapt to changing requirements, with one noting the team's effective use of Agile methodologies. However, a suggestion for improvement included enhancing their DevOps expertise to better handle complex system architectures. Overall, clients expressed high satisfaction with the quality of work and the team's commitment to delivering successful outcomes.
    Read 2 Recent Reviews

    Industry Experience

    Ahex Technologies has garnered positive feedback across a diverse range of industries, including IT Services, Government, Software, Education, Healthcare, and more. Clients commend their expertise in custom software development, timely delivery, and proactive communication. The IT and Software sectors particularly highlight their ability to deliver innovative solutions and maintain high-quality standards. In Government and Healthcare, Ahex is noted for their responsiveness to compliance and user experience needs. Overall, their strengths lie in agile methodologies and adaptability, making them a strong contender for projects across various sectors.

    Read All Reviews

    Select Industry to see insights

    Financial services IT Services Government Software Information technology Real estate Business services Education eCommerce Hospitality & leisure Healthcare Energy & natural resources Consulting Retail Advertising & marketing Other Industry Human Resources

    More responsive than most other service providers

    Ahex Technologies 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:

    India (21) United States (13) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • Neoline Info Solutions & LLP Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Kochi, India

    Services provided

    20% AI Development
    20% Application Management & Support
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Neoline Info Solutions & LLP is a custom software development firm headquartered in Kochi, India. Launched in 2013, the team focuses on Custom Software Development and Artificial Intelligence.

    Read more
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  • Cluebix Software Pvt. Ltd. Logotype

    Cluebix Software Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +3 services
    20% Web Development
    10% Custom Software Development
    10% IoT Development

    Established in 2016, Cluebix Software Pvt. Ltd. Is a small artificial intelligence company. Their team specializes in Artificial Intelligence and E-Commerce Development.

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  • Teknoted Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Istanbul, Türkiye

    Services provided

    35% Web Development
    30% Mobile App Development
    20% AI Development +1 service
    15% Custom Software Development

    Teknoted is a web development company. In Istanbul, Türkiye, the firm was launched in 2011. Their team focuses on Web Development and Mobile App Development.

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  • Chengdu Tanmer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Chengdu, China

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Application Management & Support +3 services
    10% BI & Big Data Consulting & SI
    10% Other Application Development
    10% Web Development

    Chengdu Tanmer is a custom software development company. They are in Chengdu, China and have small team. They offer Custom Software Development and Artificial Intelligence.

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  • Evolt Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sarajevo, Bosnia and Herzegovina

    Services provided

    20% AI Development
    20% Blockchain
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Evolt is a small Sarajevo, Bosnia and Herzegovina-based custom software development company. Their services include Custom Software Development and Artificial Intelligence.

    Read more
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  • Excelledia Digital Innovation Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Kochi, India

    Services provided

    35% Custom Software Development
    20% AI Development
    20% Enterprise App Modernization +2 services
    15% Web Development
    10% Business Consulting

    Small custom software development company Excelledia Digital Innovation, is headquartered in Kochi, India. Their services include Custom Software Development and Enterprise App Modernization.

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  • Incodeks Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Prishtinë, Kosovo

    Services provided

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

    Incodeks is a software development firm. Established in 2015, the agency is headquartered in Prishtinë, Kosovo. Their services include Custom Software Development and Artificial Intelligence.

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  • Sanatan Tech Innovations Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Ahmedabad, India

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Web Development +6 services
    10% E-Commerce Development
    10% IT Staff Augmentation
    5% Custom Software Development
    5% Enterprise App Modernization
    5% Robotics Process Automation
    5% Wearable App Development

    Sanatan Tech Innovations Pvt Ltd is a small Ahmedabad, India-based web development company. Their services include Web Development and Mobile App Development.

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  • Abiroot Logotype

    Abiroot

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    15% Branding
    15% UX/UI Design +3 services
    15% Web Development
    10% AI Consulting
    10% AI Development

    Headquartered in Zouk Mosbeh, Lebanon, Abiroot is a custom software development company. Their services include Custom Software Development and Branding.

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  • Perisync Technologies Logotype

    Not yet reviewed

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

    Services provided

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

    Founded in 2018, Perisync Technologies is a small software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Idata Solutions Pvt. Ltd. Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Kathmandu, Nepal

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +2 services
    20% IT Staff Augmentation
    20% Mobile App Development

    Based in Kathmandu, Nepal, Idata Solutions Pvt. Ltd. Is a big data company. They specialize in BI & big data consulting & SI and IT staff augmentation.

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  • Interlancompu Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Quito, Ecuador

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Blockchain +2 services
    20% Custom Software Development
    20% E-Commerce Development

    Founded in 1995, Interlancompu is a big data analytics company. The agency provides BI & big data consulting & SI and Custom Software Development, and is small.

    Read more
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  • ZEPS Tech Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Engineering +2 services
    20% IoT Development
    20% Product Design

    Founded in 2020, ZEPS Tech is a small London, England-based Product Design company. Their services include Product Design and Custom Software Development.

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  • Techrupt Innovations Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    10 - 49
    Marlborough, MA

    Services provided

    35% Mobile App Development
    30% Custom Software Development
    20% AI Development +2 services
    10% IT Strategy Consulting
    5% UX/UI Design

    Headquartered in Marlborough, Massachusetts, Techrupt Innovations is a small mobile application development company. Their services include Mobile App Development and Custom Software Development.

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  • APrime Technology Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    10 - 49
    Santa Monica, CA

    Services provided

    68% Custom Software Development
    20% AI Development
    1% AR/VR Development +11 services
    1% Application Management & Support
    1% Application Testing
    1% Blockchain
    1% E-Commerce Development
    1% Enterprise App Modernization
    1% IoT Development
    1% Mobile App Development
    1% Other Application Development
    1% Robotics Process Automation
    1% Wearable App Development
    1% Web Development

    APrime Technology is a custom software development firm. The Dover, Delaware-based agency was founded in 2020. Their services include Custom Software Development and Artificial Intelligence.

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  • AkvaSoft (Pvt) Ltd Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Colombo, Sri Lanka

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    AkvaSoft (Pvt) Ltd, an IT strategy consulting company, is in Colombo, Sri Lanka. They specialize in IT strategy consulting and Custom Software Development.

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  • H9 Technologies, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Allen, TX

    Services provided

    20% AI Development
    20% UX/UI Design
    10% Cloud Consulting & SI +5 services
    10% Custom Software Development
    10% DevOps Managed Services
    10% Mobile App Development
    10% Web Design
    10% Web Development

    H9 Technologies, LLC is an user experience company launched in 2022. Their team focuses on UX/UI Design and Artificial Intelligence.

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  • meteoriQs Technologies Pvt Ltd Logotype

    meteoriQs Technologies Pvt Ltd

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% IoT Development
    15% Application Testing +3 services
    15% Mobile App Development
    15% Robotics Process Automation
    15% Web Development

    Founded in 2017, meteoriQs Technologies Pvt Ltd is a small IoT development company. Their services include IoT development and Artificial Intelligence.

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  • Floatinity Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Pimpri-Chinchwad, India

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +5 services
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development
    5% Cloud Consulting & SI
    5% Product Design

    Founded in 2016, Floatinity is a software development company. The team specializes in Custom Software Development and Artificial Intelligence.

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  • Akadenia Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49
    Sun Valley, ID

    Services provided

    30% Mobile App Development
    20% AI Development
    20% E-Commerce Development +3 services
    10% Custom Software Development
    10% Low/No Code Development
    10% Web Development

    Located in Sun Valley, Idaho, Akadenia is an app development company. They specialize in Mobile App Development and Web Development and were founded in 2018.

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  • AESSSolutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bhopal, India

    Services provided

    50% Enterprise App Modernization
    15% IT Managed Services
    15% IT Strategy Consulting +2 services
    10% AI Consulting
    10% AI Development

    Founded in 2022, AESSSolutions is an Enterprise App Modernization company. The firm specializes in Enterprise App Modernization and IT strategy consulting.

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  • Chaos Theory Studios Logotype

    Not yet reviewed

    $100,000+
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Custom Software Development +3 services
    15% Product Design
    15% UX/UI Design
    10% IoT Development

    Chaos Theory Studios is a digital solutions agency that failed to meet the project needs of a ticketing company. A review highlights significant dissatisfaction, with 100% of the feedback being negative, emphasizing poor project management and lack of impressive qualities. The reviewer would not recommend working with Chaos Theory Studios.

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  • Black Sand Software Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Miami, FL

    Services provided

    20% AI Consulting
    20% Branding
    20% IT Staff Augmentation +3 services
    20% Web Development
    10% Low/No Code Development
    10% Web Design

    Black Sand Software, a branding agency, is in Miami, Florida and Buenos Aires, Argentina. Their services include Branding and Web Design.

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  • Marius Software Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Prague 3, Czech Republic

    Services provided

    10% AI Consulting
    10% AI Development
    10% AR/VR Development +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% IT Staff Augmentation
    10% IoT Development
    10% Mobile App Development
    10% Wearable App Development
    10% Web Development

    Cloud consulting & SI company Marius Software was established in 2023. The firm focuses on cloud consulting & SI and IT staff augmentation.

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  • VerdanTech Pty Ltd Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Pretoria, South Africa

    Services provided

    10% Generative AI
    5% AI Consulting
    5% AI Development +16 services
    5% Business Consulting
    5% Cloud Consulting & SI
    5% Corporate Training & Coaching
    5% Digital Strategy
    5% E-Commerce Development
    5% Ecommerce Marketing
    5% Email Marketing
    5% Graphic Design
    5% Logo
    5% Pay Per Click
    5% Search Engine Optimization
    5% Social Media Marketing
    5% UX/UI Design
    5% Video Production
    5% Web Design
    5% Web Development

    VerdanTech Pty Ltd is a Generative AI company. Launched in 2022, the team specializes in Generative AI and Digital Strategy.

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  • HKS Tech Labs Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    20% AI Development
    15% API Development +3 services
    15% E-Commerce Development
    10% Low/No Code Development
    10% Web Design

    HKS Tech Labs, a custom software development company, was launched in 2016. The team offers Custom Software Development and Artificial Intelligence.

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  • Corptechsolutions Logotype

    Corptechsolutions

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Custom Software Development +11 services
    10% DevOps Managed Services
    10% Mobile App Development
    10% Web Development
    5% Business Consulting
    5% Call Center Services
    5% Cloud Consulting & SI
    5% Digital Strategy
    5% IT Strategy Consulting
    5% Pay Per Click
    5% Recruitment Process Outsourcing
    5% Social Media Marketing

    Corptechsolutions, a custom software development company, focus on Custom Software Development and Web Development. They were launched in 2019.

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  • Smatter Logotype

    Not yet reviewed

    $25,000+
    $25 - $49 / hr
    10 - 49
    Ahmedabad, India

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% Cybersecurity
    10% Low/No Code Development

    Software development company Smatter specializes in Custom Software Development and cloud consulting & SI. They were founded in 2018.

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  • Milestone Innovative Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Chavakkad, India

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% IT Strategy Consulting
    20% Web Development

    IT strategy consulting company Milestone Innovative Technologies is headquartered in Chavakkad, India. Their services include IT strategy consulting and cloud consulting & SI.

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  • BlissJunction Company Limited Logotype

    BlissJunction Company Limited

    Not yet reviewed

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

    Services provided

    50% Cloud Consulting & SI
    30% BI & Big Data Consulting & SI
    20% AI Consulting

    BlissJunction Company Limited is a cloud consulting & SI company. They are in Bangkok, Thailand, and their services include cloud consulting & SI and BI & big data consulting & SI.

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  • Netrefine Logotype

    Netrefine

    Not yet reviewed

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

    Services provided

    20% IT Managed Services
    10% AI Consulting
    10% AI Development +6 services
    10% API Development
    10% Business Consulting
    10% Mobile & App Marketing
    10% Mobile App Development
    10% Other Application Development
    10% Web Development

    Netrefine, an IT managed services company, was established in 2016. The company offers IT managed services and Mobile & App Marketing.

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  • Octathorn Pvt. Ltd. Logotype

    Octathorn Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    25% IoT Development
    20% Web Development
    15% Mobile App Development +4 services
    10% AI Development
    10% Computer Engineering
    10% Custom Software Development
    10% Generative AI

    Octathorn Pvt. Ltd. Is an IoT development company. Their team is headquartered in. The company offers IoT development and Web Development.

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  • MonethosprosupportMEPSVI Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    St. Thomas, Virgin Islands (U.S.)

    Services provided

    20% Cybersecurity
    15% Digital Strategy
    15% IT Strategy Consulting +6 services
    15% Web Development
    10% AI Development
    10% Advertising
    5% AI Consulting
    5% Generative AI
    5% Web Design

    MonethosprosupportMEPSVI is a Cybersecurity company. The St. Thomas, Virgin Islands (U.S.)-based firm was founded in 2022. Their team focuses on Cybersecurity and Digital Strategy.

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  • KittyKat Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Singapore

    Services provided

    25% Corporate Photography
    25% Video Production
    20% AI Consulting +2 services
    20% Product Marketing
    10% Ecommerce Marketing

    Video production company KittyKat is headquartered in Singapore. Their services include Video Production and Corporate Photography.

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  • New Software Solutions Logotype

    Not yet reviewed

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

    Services provided

    15% Mobile App Development
    10% AI Consulting
    10% AI Development +9 services
    10% AR/VR Development
    10% Custom Software Development
    10% E-Commerce Development
    10% Web Development
    5% BI & Big Data Consulting & SI
    5% Cloud Consulting & SI
    5% Cybersecurity
    5% ECM Consulting and SI
    5% ERP Consulting and SI

    New Software Solutions is a mobile application development firm. The ISTANBUL, Türkiye-based team specializes in Mobile App Development and Custom Software Development.

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  • Jutomate Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ramat Gan, Israel

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Consulting
    20% Corporate Training & Coaching +1 service
    20% IT Staff Augmentation

    Jutomate is a business intelligence company. In Ramat Gan, Israel, the company was established in 2019. Their team specializes in BI & big data consulting & SI and IT staff augmentation.

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  • Yeapp SAS Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49
    Bogotá, Colombia

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Strategy Consulting +3 services
    20% Robotics Process Automation
    10% BI & Big Data Consulting & SI
    10% Web Design

    Established in 2021, Yeapp SAS, a small IT strategy consulting company, is in Bogotá, Colombia. Their services include IT strategy consulting and BI & big data consulting & SI.

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  • Kratesoft LLC Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Mercer, PA

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Web Design
    20% Web Development

    Established in 2020, Kratesoft LLC is a web design agency. The firm provides Web Design and Custom Software Development.

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  • Nematix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seri Kembangan, Malaysia

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% ERP Consulting and SI +2 services
    20% Engineering
    20% IT Staff Augmentation

    Nematix is a Seri Kembangan, Malaysia-based ERP consulting and SI company. They offer ERP consulting and SI and IT staff augmentation.

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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:

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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.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

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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 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 fxis.ai
10 Edvantis
11 Fingent
12 Osedea
13 Valere
14 ServReality
15 HatchWorks AI

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $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

    35% AI Development
    65% 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
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  10. Edvantis Logotype

    Edvantis

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  12. Osedea Logotype

    Osedea

    $50,000+
    $100 - $149 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  13. Valere Logotype

    Valere

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

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  14. ServReality Logotype

    ServReality

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    9.1/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  19. Coherent Solutions Logotype

    Coherent Solutions

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Minneapolis, MN

    Ability to deliver

    38.2/40.0
    19.2/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  20. Qubika Logotype

    Qubika

    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Ability to deliver

    37.9/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  21. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

    38.9/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  23. 3 SIDED CUBE Logotype

    3 SIDED CUBE

    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  24. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  25. Waverley Software Logotype

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

    37.8/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  26. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  27. BotsCrew Logotype

    BotsCrew

    $10,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

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

    Service focus

    100% AI Development
    View Profile Visit Website
  28. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    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
  29. Digica Logotype

    Digica

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

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  30. Antier Solutions Logotype

    Antier Solutions

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

Artificial Intelligence Thought Leadership, Scaling
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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 twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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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