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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

17,856 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
    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

    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 Detail-oriented

    Client feedback consistently highlights Innowise's meticulous attention to detail as a defining strength. One client praised the team's ability to break down complex tasks into actionable steps, ensuring timely delivery without compromising quality. Another emphasized their exceptional attentiveness to technical details, fostering an environment where client ideas were carefully considered. Overall, the sentiment reflects a strong appreciation for Innowise's commitment to detail, with clients expressing satisfaction and noting minimal areas for improvement.
    • Website Revamp for Design Agency
      5.0 Aug 8, 2024

      Innowise did an excellent job updating our website. Their focus on security and attention to detail helped the project succeed, and we saw a significant increase in user engagement and satisfaction. The whole process went smoothly and efficiently because they delivered everything on time.

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    • IT Consulting & Software Dev for SaaS Company
      5.0 Jan 13, 2023

      What stands out the most is Innowise Group’s attention to detail and great range of strong technical candidates.

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    • Custom Software Development for Vending Machines Company
      5.0 Dec 9, 2024

      The project management by Rustam and Volha was exemplary throughout the development process. Their ability to break down complex tasks into clear, actionable steps ensured that every milestone was met on schedule without compromising quality. Together, their dedication, organisation, and attention to detail were pivotal in delivering a successful and well-executed project. They approached every task with meticulous attention to detail, demonstrating a genuine commitment to delivering a high-quality outcome.

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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

    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 Adaptable

    The overall sentiment regarding adaptability at BlueLabel is highly positive, with clients consistently noting their ability to adjust to changing needs. One client praised their 'capacity to adapt to changing priorities' and emphasized their willingness to 'tailor needs' effectively. Another highlighted their 'organized' approach and 'ability to roll with the punches.' Clients appreciate BlueLabel's responsiveness and support, underscoring their adaptability as a key strength in project management.
    • Development for Student Life Platform
      5.0 Jul 17, 2019

      They were extremely nimble in adapting to our changing needs, which was very impressive. While a lot of service providers emphasize that they’re going to be partners and not just contractors, that's often not the case. Blue Label Labs has held to their word. It's never felt like a vendor relationship: more like we have 20 additional employees who are fully devoted to our mission.

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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.

    Read All Reviews

    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

    View projects from:

    United States (64) Thailand (1) United Arab Emirates (1)
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  • Leadbananas Logotype

    Leadbananas

    Not yet reviewed

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

    Services provided

    60% Business Consulting
    20% AI Consulting
    20% Sales Outsourcing

    In The Hague, Netherlands, Leadbananas is a Business Consulting company. They offer Business Consulting and Sales Outsourcing.

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  • IPM Software Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% IT Managed Services +2 services
    20% IT Strategy Consulting
    20% Other IT Consulting and SI

    IPM Software, an IT strategy consulting company, was launched in 2024. They provides IT strategy consulting and CRM consulting and SI.

    Read more
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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

    40% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +1 service
    15% Mobile App Development

    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

    Reviews mention Efficient

    Clients consistently highlight Azumo's efficiency in project execution. One CEO noted their ability to quickly address development issues and modernize code during a critical software modernization project, allowing the client to focus on their core business. The emphasis on agile sprints and daily standups further exemplifies their efficient project management approach. Overall, the sentiment reflects a strong appreciation for Azumo's efficient and customer-oriented service.
    • Software Development for Managed IT Company
      5.0 Dec 25, 2018

      They're personable, efficient, knowledgeable, and extremely customer-oriented. Their extensive experience with software and technology architecture equips them to design and implement robust platforms.

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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 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.

    Read All Reviews

    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.
    Get in Touch
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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 Honest

    The sentiment regarding honesty in WillowTree's service is overwhelmingly positive. Clients highlighted the company's commitment to collaboration and transparency, stating, 'Our partnership was collaborative, transparent, and honest, which is not something you usually get.' The team consistently prioritized client satisfaction, demonstrating a willingness to adapt and iterate until the client was fully satisfied. This level of integrity and responsiveness distinguishes WillowTree from other design consultants.
    • iOS App Prototypes for Health & Wellness Company
      5.0 Apr 18, 2019

      Our partnership was collaborative, transparent, and honest, which is not something you usually get.

      Read Full Review
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    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.

    Read All Reviews

    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 Team players

    Client feedback highlights Vention's exceptional teamwork and commitment to project success. One VP noted that Vention's team was 'all-in on our success,' demonstrating a strong cultural fit and effective communication. Another client praised the project manager for being 'very invested' and treating their role as part of the client's team. Overall, the sentiment reflects Vention's collaborative spirit and dedication, with clients expressing high satisfaction in how well the teams integrated and contributed to achieving project goals.
    • IT Staff Augmentation for Temporary Work Platform
      5.0 Nov 24, 2023

      Consistency in quality and deliveries from team members from Vention. They are fully embedded in our development teams and are managed exactly as in-house developers. Therefore we get to know and invest in them pretty consistently.

      Read Full Review
    • Dev Staff Augmentation for Full-Service Influencer Agency
      5.0 May 20, 2023

      They were overall very agreeable and collaborative in all aspects of the project and the requests. We appreciated their willingness to help all of the time. They also were very kind and thoughtful people, which is also important when we are trying to collaborate as a group.

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

      They’re great team players and they work well together as well, and their English is very good, too. Overall, they’re great to work with, and we see them as part of our team.

      Read Full Review
    • iOS Development & QA for Home Wellness Services Company
      5.0 Mar 30, 2023

      Both engineers integrated very well in the team, contributing regularly to any discussions and planning sessions, bringing great suggestions and delivering work of great quality.

      Read Full Review
    • Staff Augmentation & Software Dev for FinTech Company
      4.0 Feb 7, 2023

      The most impressive thing is the way we work together. iTechArt engineers are fully integrated within Upvest and contribute to many aspects of our product. iTechArt engineers have challenged ideas and demonstrated a product mindset.

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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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  • BizWebify Software Solutions Logotype

    BizWebify Software Solutions

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Application Management & Support +2 services
    20% Custom Software Development
    20% Web Development

    BizWebify Software Solutions is a custom software development firm. The Sahibzada Ajit Singh Nagar, India-based firm offers Custom Software Development and Web Development.

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  • Lionasys Technologies Private Limited Logotype

    Lionasys Technologies Private Limited

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AR/VR Development
    20% Custom Software Development +2 services
    20% IoT Development
    20% Mobile App Development

    Lionasys Technologies Private Limited is a software development firm founded in 2025. The agency offers Custom Software Development and Mobile App Development.

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  • shade Logotype

    shade

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Application Management & Support
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Launched in 2020, shade is a web design agency. The small team specializes in Web Design and UX/UI Design.

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  • Alphanex Web Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Paris, France

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Graphic Design +2 services
    20% Mobile App Development
    20% Web Development

    Alphanex Web, a graphic design company, is based in Paris, France. They focus on Graphic Design and Web Development and were launched in 2021.

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  • Aipex Digital Ltd Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Cheltenham, England

    Services provided

    20% AI Development
    20% Cybersecurity
    20% IT Managed Services +2 services
    20% Web Design
    20% Web Development

    Aipex Digital Ltd is a web design company. They focus on Web Design and Cybersecurity and were launched in 2023. The company is based in Cheltenham, England.

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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

    Reviews mention Reasonable pricing

    Clients have expressed positive sentiments regarding Qubika's reasonable pricing. One review highlighted that they are 'competitively priced,' emphasizing that the decision to work with them was based on their quality and not merely on cost. This demonstrates a strong appreciation for the value provided relative to the pricing, suggesting that clients feel they receive high-quality services for a fair price.
    • Consulting Services & Development for Loyalty Platform
      5.0 Oct 4, 2019

      We find them to be competitively priced. The reason to go with Moove It is that they are good, not because they are cheap.

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    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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    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

    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.
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    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

    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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    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

    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

    View projects from:

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

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    In Abbotsford, Canada, Koala Technology is an IT strategy consulting company. Founded in 2015, the team offers IT strategy consulting and cloud consulting & SI.

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  • WebSolution Logotype

    WebSolution

    Not yet reviewed

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

    Services provided

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

    WebSolution is a web design agency. Their small team is based in London, England and offers Web Design and UX/UI Design. The company was established in 2023.

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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 Timely

    Overall, client feedback regarding Krazimo's timeliness is highly positive. One client noted that Krazimo 'delivered on time' and effectively managed project timelines, responding quickly to feedback and scope changes. Another client emphasized that Krazimo not only met but 'exceeded the original specifications,' showcasing their reliability in delivering projects punctually. Additionally, a third client appreciated their clarity on timelines and proactive communication, indicating a strong commitment to timely project execution.
    • AI Development for Generative AI Company
      5.0 Feb 7, 2025

      Krazimo’s expertise in integrating diverse data sources and building a reliable, responsive system truly stood out. This project exemplifies their ability to manage complex projects, deliver cutting-edge, scalable solutions tailored to specific industry needs. They not only delivered on time, but exceeded the original specifications.

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    • AI SaaS Platform Dev & UX/UI Design for Tech Training School
      5.0 Apr 15, 2025

      They delivered on time, worked in sprints, and responded quickly to feedback and scope changes.

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    • AI Dev & Blockchain Services for IT Development Consultancy
      5.0 Aug 5, 2025

      Krazimo's team responded promptly, were always clear on timelines and were very effective at breaking down the plan as well as providing weekly reports as well as going above and beyond to facilitate us where needed beyond the coding.

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    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

    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 Personable

    Client feedback highlights Imobisoft's personable approach, emphasizing their friendly and personalized service. One client noted, 'The team is friendly and doesn't suffer from a large corporate feel,' which underscores the importance of human connection in their business dealings. Additionally, effective communication was maintained throughout the project, with clients appreciating the willingness to engage directly when needed. Overall, the sentiment reflects a strong appreciation for the company's approachable and client-centric ethos.
    • Web Dev & Design for Healthcare Association
      5.0 Dec 24, 2020

      The team is friendly and doesn't suffer from a large corporate feel. It's a personalized service and that's why we have been with them for four years. You buy from people.

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

    Reviewed 2 times in the past 6 months

    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

    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.
    Read All Reviews

    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

    Reviews mention Exceeds expectations

    Tallium Inc. has consistently exceeded client expectations, as evidenced by feedback from Altris Inc. and iDEALER, Inc. Altris highlighted the impressive speed of app development, achieving full release in just eight weeks, alongside proactive communication and support. iDEALER praised Tallium's unique approach and seamless app testing, noting their ability to tailor ideas into exceptional deliverables. Overall, clients commend Tallium for their transparency, timely project management, and effective collaboration.
    • UX/UI Redesign for AI Services Company
      5.0 Oct 28, 2022

      The outcome of the design phase far exceeded our expectations. The design team was able to understand our aim and objectives and provided various designs that helped us refine the final output. We were so happy with the design and the way the project was managed, we decided to give engage the Tallium team to also do the development.

      Read Full Review
    • GPS & AI Web App Dev for Automotive Company
      5.0 Oct 25, 2018

      They were able to tailor our idea and come up with a unique end product. In addition to their great communications, their deliverables have exceeded our expectations. I also liked that Tallium took the time to break down the budget in the proposal, so there were no hidden or surprise fees.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) $50,000 to $199,999 (9) $200,000 to $999,999 (4) Less than $10,000 (2) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently highlight Tallium Inc.'s value for money, noting their competitive pricing and high-quality deliverables. One client remarked on their 'good value for cost,' while another appreciated that their pricing 'fit our budget.' Overall sentiment indicates that clients feel they receive exceptional service and expertise relative to the investment made, reinforcing Tallium's reputation as a cost-effective partner for complex projects.
    Read All 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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  • Pixll Dev Logotype

    Pixll Dev

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Mobile App Development
    20% Web Development

    Pixll Dev is a software development company. The small Dhaka, Bangladesh-based team focuses on Custom Software Development and Web Development. The company was established in 2017.

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  • Perfectly Hired Logotype

    Perfectly Hired

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Executive Search
    20% Recruiting +2 services
    20% Recruitment Process Outsourcing
    20% Staffing

    Established in 2020, Perfectly Hired is an artificial intelligence company. The company specializes in Artificial Intelligence and Staffing.

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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 Transparent

    The overall sentiment regarding transparency in client feedback is highly positive. One client emphasized Leobit's 'efficiency, transparency, and communicative nature,' noting daily meetings for alignment and a dedicated Slack channel for real-time communication. They appreciated the provision of weekly progress reports, which eased concerns for leadership. Furthermore, the client highlighted that Leobit has been upfront about their capabilities, fostering a strong foundation for collaboration and trust throughout the project.
    • Web Development for E-Learning Company
      5.0 Sep 22, 2022

      Their overall efficiency, transparency, and communicative nature have been nothing short of spectacular. We work with a number of other vendors, and Leobit’s transparency and communication have really helped us all stay aligned. We have morning meetings daily for 15–30 minutes to check on our progress, and then we’ll do longer sprint planning every few weeks.

      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

    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

    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

    Reviews mention Transparent

    Clients consistently praised Ahex Technologies for their transparent communication throughout project engagements. One client noted their 'clear visibility into project status' through regular updates and weekly stand-ups, fostering a sense of partnership. Another highlighted the team's responsiveness to evolving requirements, emphasizing their proactive approach to addressing challenges. Overall, the sentiment reflects a strong appreciation for Ahex's commitment to transparency, which built trust and confidence in their collaborative efforts.
    • Web & Mobile App Dev for Email Service Platform
      5.0 Dec 18, 2018

      We communicated with their team on a daily basis through email, phone, and video conferencing. We also used Trello to track tasks, log issues, and monitor the project. They made sure the entire process was transparent.

      Read Full Review
    • AI Development & UX/UI Design for EdTech Co
      5.0 Dec 25, 2024

      The project followed a milestone-based delivery approach, with regular updates to ensure transparency about progress. Weekly stand-ups and progress reports provided clear visibility into project status and upcoming deliverables. Their use of clear communication channels and weekly updates created a sense of partnership rather than a client-vendor relationship. They maintained transparency about challenges and progress, which helped build trust and confidence in their work.

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

    Reviewed 2 times in the past 6 months

    In 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

    Average Project Cost Breakdown

    $10,000 to $49,000 (20) $50,000 to $199,999 (8) Less than $10,000 (4) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently commend Ahex Technologies for delivering high-quality services at competitive prices, emphasizing their strong value for money. For instance, one reviewer noted that their pricing fit their budget while providing 'good value for cost.' Another client highlighted that the quality of work justified the costs, stating, 'the quality of work they provided for the cost they charge is really value for money.' Overall, the sentiment regarding cost-effectiveness and value remains positive across multiple reviews.
    Read All Reviews
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  • Bettershore Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Calgary, Canada

    Services provided

    20% AI Development
    20% Custom Software Development
    20% DevOps Managed Services +2 services
    20% IT Strategy Consulting
    20% Web Development

    Bettershore is an IT strategy consulting company. The small Calgary, Canada-based team offers IT strategy consulting and Custom Software Development. The agency was established in 2018.

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  • Worldest Exports Logotype

    Worldest Exports

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Compliance Consulting
    20% Environmental Consulting +4 services
    10% Business Consulting
    10% Document Digitization & Management
    10% Logistics & Supply Chain Consulting
    10% Warehousing & Distribution

    Worldest Exports is a Compliance Consulting company. Based in Ahmedabad, India, their team provides Compliance Consulting and AI Consulting.

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  • B2B Boosted Logotype

    B2B Boosted

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% Account-Based Marketing
    20% CRM Consulting and SI +2 services
    20% Email Marketing
    20% Sales Outsourcing

    B2B Boosted is a small Email Marketing company established in 2023. Their services include Email Marketing and CRM consulting and SI.

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  • Foresight Law Offices India Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9
    New Delhi, India

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% Business Consulting +2 services
    20% Cybersecurity
    20% Public Relations

    PR company Foresight Law Offices India is based in New Delhi, India. Their services include Public Relations and BI & big data consulting & SI.

    Read more
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  • Rayon Studios Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Karachi, Pakistan

    Services provided

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

    Rayon Studios, a web design company, was launched in 2023. The firm provides Web Design and UX/UI Design.

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  • BITE DOO Logotype

    BITE DOO

    Not yet reviewed

    $5,000+
    < $25 / hr
    2 - 9

    Services provided

    40% Custom Software Development
    20% AI Development
    20% API Development +1 service
    20% Other Application Development

    BITE DOO is a small software development firm established in 2019. Their team offers Custom Software Development and Artificial Intelligence.

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  • Sarvify Solutions Logotype

    Sarvify Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Consulting
    20% Digital Engineering
    20% IT Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Sarvify Solutions is a small IT managed services company in Pune, India. Their services include IT managed services and Web Development.

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  • Software Umbrella Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% DevOps Managed Services
    20% IT Managed Services

    Software Umbrella is a Kraków, Poland-based cloud consulting & SI company. They offer cloud consulting & SI and IT managed services and were established in 2025.

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  • Contractor Optimize Logotype

    Contractor Optimize

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% CRM Consulting and SI
    20% Generative AI +2 services
    20% Search Engine Optimization
    20% Web Design

    Contractor Optimize is a SEO company. They focus on Search Engine Optimization and Web Design and were founded in 2024.

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  • Metafortech Logotype

    Metafortech

    Not yet reviewed

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

    Services provided

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

    Launched in 2025, Metafortech is a small Dubai, United Arab Emirates-based UX agency. Their services include UX/UI Design and Web Development.

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  • ROI Pros Logotype

    ROI Pros

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Social Media Marketing

    Launched in 2021, ROI Pros is a social media marketing agency. The firm focuses on Social Media Marketing and Custom Software Development.

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  • Amazing Devs Logotype

    Amazing Devs

    Not yet reviewed

    $5,000+
    < $25 / hr
    2 - 9

    Services provided

    20% Custom Software Development
    20% Generative AI
    20% IT Staff Augmentation +2 services
    20% IT Strategy Consulting
    20% Web Development

    Amazing Devs is a small IT strategy consulting company. Launched in 2022, the team offers IT strategy consulting and IT staff augmentation.

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  • Sanctus Solutions Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    Lewisville, TX

    Services provided

    30% Cybersecurity
    20% AI Consulting
    20% IT Managed Services +3 services
    10% Application Management & Support
    10% IT Strategy Consulting
    10% Web Design

    Sanctus Solutions is a Cybersecurity company based in Lewisville, Texas. The team focuses on Cybersecurity and IT managed services.

    Read more
    View Profile
  • Bytesteel Cloud Logotype

    Bytesteel Cloud

    Not yet reviewed

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

    Services provided

    25% Web Development
    15% Mobile App Development
    10% AI Consulting +5 services
    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Search Engine Optimization

    Web development firm Bytesteel Cloud offers Web Development and Mobile App Development. They are in Amritsar, India.

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  • Kodistan Solutions Logotype

    Kodistan Solutions

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% E-Commerce Development
    20% Web Development

    Launched in 2025, Kodistan Solutions is a small Srinagar, India-based software development firm. Their team focuses on Custom Software Development and Web Development.

    Read more
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  • Studio 108 Logotype

    Studio 108

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Content Marketing
    20% Social Media Marketing +2 services
    20% UX/UI Design
    20% Web Design

    Studio 108, a social media marketing company, was established in 2020. The team provides Social Media Marketing and Content Marketing.

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  • Spaced Entertainment Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    München, Germany

    Services provided

    40% Video Production
    15% Audio Production
    15% Branding +3 services
    10% AI Consulting
    10% Generative AI
    10% Marketing Strategy

    Spaced Entertainment is a München, Germany-based video production company. Established in 2023, the team focuses on Video Production and Audio Production.

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  • Verso Industries LLC Logotype

    Verso Industries LLC

    Not yet reviewed

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

    Services provided

    10% AI Development
    5% AI Agents
    5% AI Consulting +16 services
    5% Advertising
    5% Branding
    5% Custom Software Development
    5% Digital Strategy
    5% Generative AI
    5% Graphic Design
    5% IT Managed Services
    5% IT Strategy Consulting
    5% IoT Development
    5% Logo
    5% Market Research
    5% Marketing Strategy
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Established in 2023, Verso Industries LLC, a small AI firm, is in Caldwell, Idaho. Their services include Artificial Intelligence and Advertising.

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  • SteadyGo AB Logotype

    SteadyGo AB

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Advertising
    20% CRM Consulting and SI +2 services
    20% Marketing Strategy
    20% Performance Marketing

    SteadyGo AB is an Advertising company. The Uppsala, Sweden-based team focuses on Advertising and Marketing Strategy.

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  • Evolet Infosystem LLP Logotype

    Evolet Infosystem LLP

    Not yet reviewed

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

    Services provided

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

    Evolet Infosystem LLP is a cloud consulting & SI company. They are in Ahmedabad, India. Their team specializes in cloud consulting & SI and Web Development.

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  • SofGent Logotype

    SofGent

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% Custom Software Development
    15% Other Application Development
    10% AI Consulting +5 services
    10% AI Development
    10% DevOps Managed Services
    10% E-Commerce Development
    10% Mobile App Development
    10% Web Development

    SofGent is a software development company in Dhaka, Bangladesh. Launched in 2025, the team provides Custom Software Development and Other Application Development.

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  • TheNature Logotype

    TheNature

    Not yet reviewed

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

    Services provided

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

    TheNature is a small IT strategy consulting company established in 2022. Their services include IT strategy consulting and cloud consulting & SI.

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  • Griffin Healthcare Advisors Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    New York, NY

    Services provided

    40% Business Consulting
    20% AI Consulting
    20% Accounting +1 service
    20% Cybersecurity

    Griffin Healthcare Advisors is a small Business Consulting company founded in 2020. Their services include Business Consulting and Cybersecurity.

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  • MindPop Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Cincinnati, OH

    Services provided

    55% Corporate Training & Coaching
    25% Other Application Development
    20% AI Development

    Corporate Training & Coaching company MindPop was launched in 2020. The company provides Corporate Training & Coaching and Other Application Development.

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  • MaNee Consulting Pvt Ltd Logotype

    MaNee Consulting Pvt Ltd

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% Application Management & Support +7 services
    10% Business Consulting
    10% IT Strategy Consulting
    10% Low/No Code Development
    10% Mobile App Development
    10% Other IT Consulting and SI
    10% Robotics Process Automation
    10% Web Development

    MaNee Consulting Pvt Ltd is an IT strategy consulting company. The small Gurugram, India-based team provides IT strategy consulting and other IT consulting and SI. The firm was established in 2023.

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  • Augebitur Logotype

    Augebitur

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Content Marketing
    20% Marketing Strategy +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Marketing Strategy company Augebitur is located in Gällivare, Sweden. Established in 2024, the team offers Marketing Strategy and Social Media Marketing.

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  • Execudea Logotype

    Execudea

    Not yet reviewed

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

    Services provided

    20% Digital Strategy
    20% Ecommerce Marketing
    20% Generative AI +2 services
    20% Search Engine Optimization
    20% UX/UI Design

    Execudea, a Digital Strategy company, was established in 2024. The agency offers Digital Strategy and Search Engine Optimization.

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  • Strat& Logotype

    Strat&

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Demand Generation Marketing +2 services
    20% Enterprise App Modernization
    20% Sales Outsourcing

    Established in 2025, Strat& is an Enterprise App Modernization company. In Dubai, United Arab Emirates, the team offers Enterprise App Modernization and Business Consulting.

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  • Diloxy Logotype

    Diloxy

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Web Development +3 services
    10% DevOps Managed Services
    10% IT Strategy Consulting
    10% Mobile App Development

    Custom software development company Diloxy is located in București, Romania. They specialize in Custom Software Development and Web Development.

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  • CodeTrenz Logotype

    CodeTrenz

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% E-Commerce Development
    20% Web Development

    CodeTrenz, a software development firm, was founded in 2024. They provides Custom Software Development and Web Development.

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  • Websol Solutions Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9
    Lahore, Pakistan

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Established in 2023, Websol Solutions is a small SEO services firm. Their services include Search Engine Optimization and Web Development.

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  • ADTLANTIS - Shopify Agency Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Conversion Optimization +2 services
    20% E-Commerce Development
    20% UX/UI Design

    Established in 2022, ADTLANTIS - Shopify Agency is a small Wiener Neustadt, Austria-based Conversion Optimization company. Their team focuses on Conversion Optimization and UX/UI Design.

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  • Cleverfox AI Logotype

    Cleverfox AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% BI & Big Data Consulting & SI +2 services
    20% CRM Consulting and SI
    20% IT Strategy Consulting

    Cleverfox AI is a Brighton and Hove, England-based IT strategy consulting company. They offer IT strategy consulting and BI & big data consulting & SI and were established in 2023.

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  • Devsroom Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Dhaka, Bangladesh

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Low/No Code Development
    20% Web Development

    Launched in 2019, Devsroom is a custom software development company. The small team provides Custom Software Development and Web Development.

    Read more
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  • TJ Digital Logotype

    TJ Digital

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% Advertising +7 services
    10% Content Marketing
    10% Conversion Optimization
    10% Digital Strategy
    10% Market Research
    10% Marketing Strategy
    10% Other Digital Marketing
    10% Search Engine Optimization

    TJ Digital is an Advertising company. They were established in 2025 and provide Advertising and Market Research.

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  • Aikyam AI Logotype

    Aikyam AI

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

    80% AI Agents
    20% AI Consulting

    Aikyam AI, an AI Agents company, was launched in 2025. The team provides AI Agents and AI Consulting and is in Bhubaneswar, India.

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  • UI Softech Pvt Ltd Logotype

    UI Softech Pvt Ltd

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Managed Services
    20% Robotics Process Automation

    UI Softech Pvt Ltd, a cloud consulting & SI company, was launched in 2025. The agency provides cloud consulting & SI and Cybersecurity.

    Read more
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  • Cybernow Logotype

    Cybernow

    Not yet reviewed

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

    Services provided

    60% Cybersecurity
    20% AI Consulting
    15% Building Security Services +1 service
    5% Data Annotation Services

    Cybernow is a Cybersecurity company. The Québec, Canada-based agency was founded in 2021. Their team provides Cybersecurity and AI Consulting.

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  • Lynxgard Industries Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Chicago, IL

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Branding +2 services
    20% Fractional CMO Services
    20% Web Design

    Lynxgard Industries, a small branding agency, is in Chicago, Illinois. Their services include Branding and Web Design.

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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.

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We evaluate service providers using a structured methodology that combines:

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

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.

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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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