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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 24, 2025
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15 Leaders 15 Contenders

17,864 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 Team players

    Client feedback consistently highlights Simform's exceptional ability to integrate as a team player within their clients' organizations. They are commended for their strong communication, reliability, and commitment to project success. One client noted, 'It genuinely felt like Simform was invested in our success,' while another remarked on their 'eagerness to want to make the project a success.' Overall, the sentiment is overwhelmingly positive, reflecting their professionalism and dedication as an extension of their clients' teams.
    • Web App Dev Resources for E-Commerce Booking Software Co.
      5.0 Aug 31, 2022

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

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    • Mobile & Web App Development & Cloud SI for Cocoa Company
      5.0 Mar 28, 2025

      Simform were also readily available to discuss, listen to suggestions and make changes to improve delivery of the project. The professionalism of the team, eagerness to want to make the project a success, breadth of talent within the organisation and friendliness on personal and professional basis were most impressive. Simform is eager to learn and improve in any area they can, including creating new detailed artefacts when requested.

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    • Development & QA Support for Lifestyle Membership Platform
      5.0 Apr 3, 2025

      I've been working with Simform for over six months now. The engagement began with bringing our subscription management platform in-house, and we've since expanded the partnership to other projects due to their broad skill set and consistent reliability. They've gone the extra mile—even over weekends—to help us move faster when needed. Communication and project management have been excellent, with any issues swiftly addressed. It genuinely felt like Simform was invested in our success.

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    • Mobile & Web App Development for Staffing Platform
      5.0 Aug 5, 2025

      On time, within budget, Simform team integrated well with our in-house team. Despite time zone differences, Simform met our timezone needs. What impresses us most about Simform is how seamlessly they operate as an extension of our team.

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    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 10 times in the past 6 months

    Recent reviews of Simform reflect overwhelmingly positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team's responsiveness and ability to meet project milestones on time. Specific feedback includes a seamless integration of resources, effective collaboration during complex problem-solving, and a proactive approach to client needs. Notable mentions include a well-structured discovery phase and a commitment to delivering high-quality results without hidden costs. Overall, clients highly recommend Simform for their reliable and thoughtful partnership.
    Read 10 Recent Reviews

    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.

    Read All Reviews

    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

    View projects from:

    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
    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.
    Read All Reviews

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    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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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

    Reviews mention Proactive

    Clients have consistently praised Blue Label for their proactive approach throughout the project lifecycle. One client highlighted their team's ability to provide timely updates and seamless collaboration, stating, "They have been organized, proactive, timely, and provided a seamless collaboration." Another client commended the project manager for being "excellent, communicative, and very proactive." Overall, the sentiment reflects a strong appreciation for Blue Label's responsiveness and commitment to delivering high-quality work without the need for frequent reminders.
    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand. Blue Label worked seamlessly with our digital marketing partner (func media), providing exceptionally easy collaboration across multiple aspects to further enhance the product and go-to-market strategy.

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    • MVP Design & Dev for E-Commerce Company
      4.0 Mar 27, 2023

      The project manager on the project was excellent, communicative, and very proactive. Maggie demonstrated strong project management skills and really understood our vision for the product. She was responsive, always in touch, and an A+ performer.

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    • Native Mobile App Dev for Digital Radio Platform
      4.5 Mar 1, 2018

      They truly understand the needs of their clients and proactively push the envelope to achieve those needs. Their willingness to extend discovery sessions to help us build the best product was invaluable.

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    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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  • Penta Softs Logotype

    Penta Softs

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% AI Development
    20% Web Development +2 services
    15% Mobile App Development
    10% Search Engine Optimization

    Founded in 2020, Penta Softs is a software development company. The small team specializes in Custom Software Development and Artificial Intelligence.

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  • Gemmiz ltd. Logotype

    Gemmiz ltd.

    Not yet reviewed

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

    Services provided

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

    Gemmiz ltd. Is a custom software development firm. Their small team of employees is headquartered in Leeds, England. Their team offers Custom Software Development and Web Development.

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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

    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 (1)

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    More responsive than most other service providers

    Azumo is very responsive

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

    Reviews mention Flexible

    Clients have consistently praised WillowTree for their flexibility and adaptability throughout project engagements. One client noted their willingness to adjust meeting frequencies according to project needs, demonstrating a commitment to collaboration. Another highlighted their agile approach, which contributed to the successful delivery of apps that received awards. Overall, the sentiment reflects strong satisfaction with WillowTree's responsiveness and dedication to client vision, although some minor issues regarding platform consistency were mentioned.
    • App Development for Large Hotel Chain
      4.0 Jan 30, 2017

      They’re agile and flexible. Their current project management team is strong as well as their current account leads.

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    • iOS App Prototypes for Health & Wellness Company
      5.0 Apr 18, 2019

      They were flexible and fluid. The team quickly adapted processes and amended deadlines to accommodate our needs. For instance, we initially had weekly meetings, but they were willing to meet daily for some projects and twice a week for others based on what we wanted.

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    Average Project Cost Breakdown

    $200,000 to $999,999 (10) $50,000 to $199,999 (7) $1,000,000 to $9,999,999 (2) $10,000,000 + (1)

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
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    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 Autonomous

    The overall sentiment regarding iTechArt's autonomy is highly positive. Clients noted that the team demonstrated impressive self-management, requiring minimal oversight while adapting to project needs. One client emphasized their developers felt like integral team members, contributing across various codebase areas. Another highlighted the establishment of an autonomous process for code quality assurance, which streamlined their workflow. Such feedback underscores iTechArt's ability to operate independently and effectively within client teams.
    • Web Development for Online Marketing Company
      5.0 Feb 7, 2024

      The team was very auto functioning on its own and our project managers at Vention were very responsive for any of our needs. We've been impressed by their flexibility and response time in finding engineers for us.

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    • Dev Staff Augmentation for Solar Technology Financing Co
      5.0 Apr 12, 2023

      Additionally, our internal team is very happy with iTechArt’s engineers. They write high-quality code and understand the instructions very well to do their work. Whenever they have doubts, they ask the right questions, and they come to us with issues if needed. Still, they’re very independent.

      Read Full Review
    • Dev Staff Augmentation for B2C Moving Concierge Startup
      5.0 Apr 10, 2020

      They were very autonomous. We’re a small team, with not a lot of managerial resources, but they were able to pace themselves. They required very few check-ins to stay on pace. They’ve been able to roll with us as we go and adapt to what we needed as a startup.

      Read Full Review
    • iOS & Android Dev for Networking Company
      5.0 Feb 16, 2018

      In general, iTechArt works independently and requires little oversight. iTechArt has a strong supply of grade A talent across numerous disciplines, which is important when you need to move 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.

    Read All Reviews

    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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  • Laugh Logic Labs Logotype

    Not yet reviewed

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

    Services provided

    35% Web Development
    25% AI Development
    15% Product Design +2 services
    15% UX/UI Design
    10% Mobile App Development

    Laugh Logic Labs is a website development firm. They are in Surat, India. Their team specializes in Web Development and Artificial Intelligence.

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  • WorkflowAutomationExpert.com Logotype

    WorkflowAutomationExpert.com

    Not yet reviewed

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

    Services provided

    25% AI Agents
    25% AI Consulting
    25% Back Office Outsourcing +1 service
    25% Business Consulting

    Business Consulting company WorkflowAutomationExpert.com was founded in 2008. The agency focuses on Business Consulting and AI Agents.

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  • Candle Software Private Limited Logotype

    Candle Software Private Limited

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% AI Development
    25% Web Development +1 service
    20% Mobile App Development

    Candle Software Private Limited, a custom software development company, was founded in 2023. Located in Lucknow, India, the team provides Custom Software Development and Web Development.

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  • Just Java Technologies Logotype

    Just Java Technologies

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% AI Development
    15% Enterprise App Modernization +5 services
    10% Microservices Architecture Services
    5% API Development
    5% Application Management & Support
    5% Application Testing
    5% DevOps Managed Services

    Launched in 2010, Just Java Technologies is a custom software development firm. The team focuses on Custom Software Development and Artificial Intelligence.

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  • DataVolk Logotype

    Not yet reviewed

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

    Services provided

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

    DataVolk, a data analytics company, specialize in BI & big data consulting & SI and IT strategy consulting. They were established in 2024.

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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

    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.
    Read All Reviews

    More responsive than most other service providers

    Qubika is very responsive

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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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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
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have expressed positive sentiments towards LANARS, highlighting their skilled team and effective project management. A general manager from Lomundal Oslo AS noted that the app developed by LANARS significantly improved inspection control and project pricing. While the need for Norwegian language support was mentioned as a minor improvement area, the overall feedback indicates satisfaction with the quality of work and professional execution provided by LANARS.
    Read 1 Recent Review

    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.
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    View projects from:

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

    Turing Edge

    Not yet reviewed

    $25,000+
    $300+ / hr
    10 - 49

    Services provided

    25% AI Consulting
    25% Digital Engineering
    25% Low/No Code Development +1 service
    25% UX/UI Design

    Launched in 2025, Turing Edge is an user experience company. Their team offers UX/UI Design and AI Consulting.

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  • Moai Design Studio Logotype

    Not yet reviewed

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

    Services provided

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

    Moai Design Studio is a software development firm located in Hyderabad, India. Launched in 2022, the team provides Custom Software Development and Web Development.

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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

    Reviews mention Accommodating

    Clients express a highly accommodating sentiment towards Krazimo, noting their responsiveness and willingness to adapt to project needs. One client highlighted their ability to work across time zones, maintaining communication and support despite geographical challenges. They appreciated Krazimo's transparency and dedication, stating, "They try to be as accommodating with time zones as possible" and "are very willing to learn during the process." Overall, feedback emphasizes Krazimo's commitment to client satisfaction and flexibility.
    • Feature Development for Stealth AI Company
      5.0 Feb 3, 2025

      They also try to be as accommodating with time zones as possible, still being responsive in the mornings and sometimes during the day despite being in India. My last and final favorite aspect of Krazimo's consulting service is the honesty of their developers. They're transparent about when they can and can't do something and take any potential reputational harm from not delivering on what they should very seriously, making them very easy to work with because they try to avoid overpromising and underdelivering, which I hate.

      Read Full Review
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    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 Accommodating

    Clients have consistently praised Imobisoft for their accommodating nature, highlighting their agility and adaptability in problem-solving. One client noted their openness to discuss issues and their collaborative approach, stating, 'There wasn’t anything off the table when achieving a target.' Additionally, they were recognized for being receptive to feedback and willing to explore various solutions, reinforcing their reputation as a supportive technical partner.
    • Custom Web & App Dev for Higher Education Institution
      5.0 Nov 6, 2020

      It was great to bounce ideas on particular problems with the team. There wasn’t anything off the table when achieving a target. They always found a way to tackle a problem or to reach our goal. Imobisoft was agile, adaptive, and open to discuss issues. They were great problem solvers who could tackle a situation, give feedback, and advise us.

      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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Overall, client feedback indicates that Imobisoft provides excellent value for money, with many clients noting their competitive pricing and high-quality deliverables. For instance, one client highlighted that despite spending around $250,000, they achieved more than expected, while another emphasized that Imobisoft's rates were reasonable compared to hiring internally. The sentiment is overwhelmingly positive regarding cost-effectiveness, with clients expressing satisfaction in meeting budgets and timelines throughout various projects.
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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

    Reviews mention Passionate about their work

    Clients consistently commend Tallium Inc. for their passion and commitment to delivering high-quality solutions. One client highlighted the proactive attitude and enthusiasm of the team throughout the project lifecycle, emphasizing their dedication to creating the best product for end users. Additionally, the flexibility and problem-solving capabilities of the Tallium team were praised, showcasing their deep care for client satisfaction. Overall, the sentiment regarding their passion for work is overwhelmingly positive.
    • Web & Mobile App Dev for System Integrator
      5.0 May 16, 2022

      At every stage of the project from discovery to implementation, all team members had an equal voice, demonstrated a proactive attitude and they had a passion for creating the best product for the end client. Separately, we would like to note the team's high UX/UI expertise, the ability to conduct researches and user testing, as well as the willingness to go the extra mile to ensure customer satisfaction.

      Read Full Review
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    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

    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)
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  • Perform by AI Logotype

    Perform by AI

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Content Writing Services +1 service
    25% Market Research

    Perform by AI is a Market Research company. Launched in 2025, the team specializes in Market Research and Business Consulting.

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  • Cognexa AI LLC Logotype

    Cognexa AI LLC

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Other IT Consulting and SI
    15% Custom Software Development +4 services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Development
    5% E-Commerce Development

    Cognexa AI LLC is an other IT consulting and SI company. The agency is based in Pflugerville, Texas. Their team focuses on other IT consulting and SI and Artificial Intelligence.

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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

    Reviews mention Accessible

    Clients consistently highlight Leobit's accessibility and effective communication as key strengths. One client noted the ease of communication through tools like Trello and Slack, emphasizing that 'language and time zones were not an issue.' Additionally, the client appreciated the direct access to developers and project management, which facilitated constant updates and feedback. Overall, the sentiment regarding accessibility is highly positive, with clients expressing satisfaction with the company's responsiveness and availability.
    • 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
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    4 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, Leobit has received positive feedback from multiple clients, highlighting their strong project management and technical expertise. A CEO noted their ability to deliver projects ahead of schedule and appreciated their innovative ideas. The Development Director of Asprey Management Solutions praised their flexibility and thorough documentation during a software migration. Overall, clients expressed satisfaction with timely deliverables and effective communication, indicating that Leobit consistently meets or exceeds expectations.
    Read 4 Recent Reviews

    Industry Experience

    Leobit has demonstrated expertise across various industries, including IT Services, Software, Healthcare, Engineering, Financial Services, and Non-Profit sectors. Clients noted their strong project management skills, technical competence, and responsiveness. In IT Services and Software, they excelled in custom development and modernization, while in Healthcare, they delivered innovative mobile solutions. Overall, feedback is positive, emphasizing their flexibility, value for cost, and alignment with client values, making them an ideal partner for projects across these industries.

    Read All Reviews

    Select Industry to see insights

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

    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
    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
  • Vaidrix Technologies Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% AI Development
    15% AI Agents +2 services
    15% IT Staff Augmentation
    15% Mobile App Development

    Vaidrix Technologies Pvt Ltd is a small custom software development company established in 2020. Their team specializes in Custom Software Development and Artificial Intelligence.

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  • StronAI Logotype

    StronAI

    Not yet reviewed

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

    Services provided

    25% Custom Software Development
    20% Mobile App Development
    15% AI Development +5 services
    10% E-Commerce Development
    10% Generative AI
    10% Web Development
    5% DevOps Managed Services
    5% IoT Development

    Custom software development firm StronAI was launched in 2024. The team offers Custom Software Development and Mobile App Development and is based in Surat, India.

    Read more

    More responsive than most other service providers

    StronAI 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
  • CK Tech Limited Logotype

    CK Tech Limited

    Not yet reviewed

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

    Services provided

    50% IT Managed Services
    25% AI Agents
    25% AI Consulting

    CK Tech Limited is an IT managed services company established in 2024. The small team offers IT managed services and AI Consulting.

    Read more
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  • Dhruv Global IT Solutions Private Limited Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Digital Engineering
    25% IT Staff Augmentation +1 service
    25% IT Strategy Consulting

    Dhruv Global IT Solutions Private Limited is an IT strategy consulting company. They were established in 2025, and their services include IT strategy consulting and IT staff augmentation.

    Read more
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  • Swenta Solutions Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Business Continuity Management
    25% Cloud Consulting & SI +1 service
    25% Cybersecurity

    Swenta Solutions is a cloud consulting & SI company. Their team is in London, England. The firm specializes in cloud consulting & SI and Cybersecurity.

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  • Algomenta Logotype

    Not yet reviewed

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

    Services provided

    25% Generative AI
    25% Mobile App Development
    25% Social Media Marketing +1 service
    25% Web Development

    Algomenta is a small Islamabad, Pakistan-based social media marketing firm. The team specializes in Social Media Marketing and Web Development.

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  • Auditly Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Ljubljana, Slovenia

    Services provided

    25% AI Development
    25% Application Testing
    25% Conversion Optimization +1 service
    25% Search Engine Optimization

    Auditly is a Conversion Optimization company. Founded in 2024, their team provides Conversion Optimization and Search Engine Optimization.

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  • OpenSoftAI Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Blockchain
    25% Cloud Consulting & SI +1 service
    25% Custom Software Development

    OpenSoftAI is a cloud consulting & SI company. Headquartered in Jaipur, India, the company was founded in 2025. Their services include cloud consulting & SI and Custom Software Development.

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  • MaximusLabs AI Logotype

    MaximusLabs AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Content Marketing
    25% Demand Generation Marketing +1 service
    25% Search Engine Optimization

    Established in 2025, MaximusLabs AI is a Content Marketing company. The team focuses on Content Marketing and Search Engine Optimization and is in San Francisco, California.

    Read more
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  • DevCenter Logotype

    DevCenter

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% Mobile App Development +1 service
    25% Web Development

    DevCenter is a small cloud consulting & SI company located in Saidpur, Bangladesh. The team offers cloud consulting & SI and Web Development.

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  • Pulsr Logotype

    Pulsr

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% CRM Consulting and SI
    25% Custom Software Development +1 service
    25% IT Strategy Consulting

    Pulsr is an IT strategy consulting company established in 2025. Their services include IT strategy consulting and CRM consulting and SI.

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  • Acura RFID Systems Inc Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% IoT Development
    25% Robotics Process Automation +1 service
    25% Warehousing & Distribution

    Founded in 2018, Acura RFID Systems Inc is an IoT development company. Their services include IoT development and Artificial Intelligence.

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  • Soft Service Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    T'bilisi, Georgia

    Services provided

    25% AI Development
    25% AR/VR Development
    25% Mobile App Development +1 service
    25% Web Development

    Soft Service is a small T'bilisi, Georgia-based website development firm. The team provides Web Development and Mobile App Development.

    Read more
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  • Questa solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Elsmere, DE

    Services provided

    25% AI Development
    25% Direct Marketing
    25% IT Managed Services +1 service
    25% Web Development

    Questa solutions is an IT managed services company. The team focuses on IT managed services and Direct Marketing, and the firm is headquartered in Elsmere, Delaware.

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  • Nextwisi Solutions Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Sahibzada Ajit Singh Nagar, India

    Services provided

    35% Blockchain
    25% AI Development
    20% Mobile App Development +2 services
    10% E-Commerce Development
    10% Supply Chain Management

    Nextwisi Solutions is a Blockchain company. Located in Sahibzada Ajit Singh Nagar, India, the agency focuses on Blockchain and Artificial Intelligence.

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  • Altra Waves Logotype

    Altra Waves

    Not yet reviewed

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

    Services provided

    50% ERP Consulting and SI
    25% AI Consulting
    25% Business Consulting

    Launched in 2001, Altra Waves is an ERP consulting and SI company. The agency offers ERP consulting and SI and Business Consulting, and is small.

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  • Genesis Probity Insights Logotype

    Genesis Probity Insights

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    25% AI Development
    10% Digital Strategy +3 services
    10% IT Strategy Consulting
    10% UX/UI Design
    10% Web Design

    Genesis Probity Insights is a custom software development firm. They are based in İzmir, Türkiye, and their services include Custom Software Development and Artificial Intelligence.

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  • AstrabitLLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Redmond, WA

    Services provided

    25% Custom Software Development
    20% Web Development
    15% AI Development +4 services
    15% Mobile App Development
    10% Cloud Consulting & SI
    10% Generative AI
    5% DevOps Managed Services

    AstrabitLLC is a software development firm. The firm is headquartered in Redmond, Washington. Their services include Custom Software Development and Web Development.

    Read more
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  • Ghost Group Logotype

    Ghost Group

    Not yet reviewed

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

    Services provided

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

    Ghost Group is a software development company. They are headquartered in Poznań, Poland, and their services include Custom Software Development and Web Development.

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  • Prospicience Consultancy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Ahmedabad, India

    Services provided

    25% AI Consulting
    25% Cybersecurity
    25% Digital Engineering +1 service
    25% IT Strategy Consulting

    Prospicience Consultancy is an IT strategy consulting company. The team provides IT strategy consulting and Cybersecurity and is based in Ahmedabad, India.

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  • Pentest Layer LLC Logotype

    Pentest Layer LLC

    Not yet reviewed

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

    Services provided

    50% Cybersecurity
    25% AI Consulting
    25% Application Testing

    Small Cybersecurity company Pentest Layer LLC, is in Albuquerque, New Mexico. Their services include Cybersecurity and Application Testing.

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  • NRV Lab Informatics Logotype

    NRV Lab Informatics

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% IT Managed Services +1 service
    25% IT Strategy Consulting

    NRV Lab Informatics is an IT strategy consulting company. They are based in Ajman, United Arab Emirates. Their team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • Tetracode Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    North Miami Beach, FL

    Services provided

    10% AI Development
    10% Custom Software Development
    10% Mobile App Development +11 services
    10% Product Design
    10% UX/UI Design
    10% Web Development
    5% API Development
    5% Architectural Design
    5% Blockchain
    5% Generative AI
    5% Graphic Design
    5% Logo
    5% Microservices Architecture Services
    5% Web Design

    In North Miami Beach, Florida, Tetracode is an user experience design company. Founded in 2023, the team offers UX/UI Design and Product Design.

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  • EchoTeam Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% Web Development
    20% DevOps Managed Services +2 services
    15% AI Development
    10% Blockchain

    EchoTeam is a custom software development firm. Founded in 2024, their team focuses on Custom Software Development and Web Development.

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  • stradX Logotype

    stradX

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    40% Web Development
    15% AI Development
    15% Cloud Consulting & SI +2 services
    15% Custom Software Development
    15% Mobile App Development

    Based in Atlanta, Georgia, stradX is a small website development firm. The team offers Web Development and Custom Software Development.

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  • Sizvis Media Logotype

    Sizvis Media

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Social Media Marketing +2 services
    20% Web Design
    20% Web Development

    Sizvis Media is a social media marketing firm. The Houston, Texas-based agency was founded in 2022. Their team focuses on Social Media Marketing and Web Design.

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  • EmergenceTek Group Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Buffalo, NY

    Services provided

    12% BI & Big Data Consulting & SI
    11% Cloud Consulting & SI
    10% AI Development +17 services
    7% API Development
    7% Custom Software Development
    6% AI Consulting
    6% Web Development
    5% Blockchain
    5% ERP Consulting and SI
    5% IT Strategy Consulting
    5% Mobile App Development
    4% Enterprise App Modernization
    3% DevOps Managed Services
    3% IT Staff Augmentation
    2% Application Management & Support
    2% Generative AI
    2% IoT Development
    2% Microservices Architecture Services
    2% Other Application Development
    1% Application Testing

    Founded in 2012, EmergenceTek Group is a business intelligence company. The team specializes in BI & big data consulting & SI and cloud consulting & SI and is based in Buffalo, New York.

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  • Divensi Inc Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Redmond, WA

    Services provided

    55% IT Staff Augmentation
    20% IT Managed Services
    15% AI Development +1 service
    10% BI & Big Data Consulting & SI

    Founded in 2010, Divensi Inc, a midsize IT staff augmentation company, is based in Redmond, Washington and Bhubaneswar, India. Their team focuses on IT staff augmentation and IT managed services.

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  • Adactin Group Pty. Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Parramatta, Australia

    Services provided

    20% Custom Software Development
    15% AI Development
    15% Blockchain +4 services
    15% IoT Development
    15% Web Development
    10% BI & Big Data Consulting & SI
    10% IT Strategy Consulting

    Adactin Group Pty. Ltd., a software development firm, is located in Parramatta, Australia. Established in 2011, the team specializes in Custom Software Development and Artificial Intelligence.

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  • Golabs Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249
    Danbury, CT

    Services provided

    30% Web Development
    25% Mobile App Development
    15% AI Development +2 services
    15% Application Testing
    15% Custom Software Development

    Golabs is a web development firm. Located in San Carlos, Costa Rica and Danbury, Connecticut, the firm provides Web Development and Mobile App Development.

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  • Jaarvis Technologies Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    20% Custom Software Development
    10% ERP Consulting and SI
    10% IT Strategy Consulting +10 services
    10% Mobile App Development
    10% Web Design
    5% AI Consulting
    5% AI Development
    5% Digital Strategy
    5% Generative AI
    5% IT Managed Services
    5% IoT Development
    5% UX/UI Design
    5% Web Development

    Custom software development firm Jaarvis Technologies Pvt. Ltd. Was established in 2014. The agency focuses on Custom Software Development and Mobile App Development, and is midsize.

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  • The Ninehertz UAE Logotype

    The Ninehertz UAE

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% Blockchain
    15% Custom Software Development +4 services
    15% E-Commerce Development
    15% Mobile App Development
    15% Web Development
    10% Web Design

    The Ninehertz UAE is a custom software development firm. They specialize in Custom Software Development and Web Development and are based in Sharjah, United Arab Emirates.

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  • The X Future Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Santa Clara, CA

    Services provided

    20% Custom Software Development
    20% Mobile App Development
    15% AI Development +5 services
    15% Robotics Process Automation
    10% BI & Big Data Consulting & SI
    10% Web Development
    5% AR/VR Development
    5% IoT Development

    The X Future Inc is a software development company located in Santa Clara, California and Mumbai, India. The team focuses on Custom Software Development and Mobile App Development.

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  • Bizionic Technologies Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% Web Development
    10% Cybersecurity +8 services
    10% DevOps Managed Services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Social Media Marketing
    5% Cloud Consulting & SI
    5% Custom Software Development
    5% E-Commerce Development
    5% Search Engine Optimization

    Bizionic Technologies Pvt Ltd, a website development firm, was launched in 2018. They offers Web Development and Artificial Intelligence.

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  • 株式会社Miichisoft Japan Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ha Noi, Vietnam

    Services provided

    40% IT Staff Augmentation
    25% Custom Software Development
    15% Generative AI +3 services
    10% AR/VR Development
    5% IT Strategy Consulting
    5% Other IT Consulting and SI

    Located in Ha Noi, Vietnam and Chiyoda City, Japan, 株式会社Miichisoft Japan is a midsize IT staff augmentation company. The team provides IT staff augmentation and Custom Software Development.

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  • Million Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Birmingham, England

    Services provided

    20% Mobile App Development
    16% Mobile & App Marketing
    16% UX/UI Design +6 services
    13% Low/No Code Development
    10% Web Design
    10% Web Development
    5% AI Consulting
    5% AI Development
    5% Generative AI

    Million Labs is an app development firm. The agency is in Birmingham, England. Their services include Mobile App Development and Web Development.

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  • GROUP OF HUMANS Logotype

    GROUP OF HUMANS

    Not yet reviewed

    $50,000+
    $150 - $199 / hr
    50 - 249

    Services provided

    15% Product Design
    5% AI Consulting
    5% AI Development +15 services
    5% AR/VR Development
    5% Audio Production
    5% Corporate Photography
    5% Digital Strategy
    5% Generative AI
    5% Graphic Design
    5% Mobile App Development
    5% Other Design
    5% Packaging Design
    5% Print Design
    5% Social Media Marketing
    5% UX/UI Design
    5% Video Production
    5% Web Design
    5% Web Development

    GROUP OF HUMANS, a Product Design company, was founded in 2018. They specializes in Product Design and Digital Strategy.

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  • Rootandleaves.com Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249
    Bairan, India

    Services provided

    15% AI Development
    15% Web Design
    10% Blockchain +6 services
    10% Custom Software Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Development

    Rootandleaves.com is a web design company. They are headquartered in Gurugram, India and Bairan, India and have midsize team of experts. Their services include Web Design and Artificial

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  • Unimity Solutions Pvt Ltd Logotype

    Unimity Solutions Pvt Ltd

    Not yet reviewed

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

    Services provided

    20% ECM Consulting and SI
    10% AI Consulting
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% Mobile App Development
    5% Generative AI
    5% Web Development

    ECM consulting and SI company Unimity Solutions Pvt Ltd is headquartered in Chennai, India. Launched in 2010, the team provides ECM consulting and SI and IT strategy consulting.

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Why Trust Clutch

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.

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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Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.

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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AI is restructuring organizations and work-flows. Explore how AI can help improve work-life balance and enhance employee skills to drive productivity and...

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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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