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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 18, 2025
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15 Leaders 15 Contenders

17,815 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 Accessible

    The overall sentiment regarding accessibility for Simform is positive, with clients noting their project manager's availability through various channels, including weekly calls and messaging. One client highlighted the CTO's accessibility, stating it was beneficial to communicate directly with their highest-ranking engineer. However, challenges arose from time-zone differences and the project manager's workload, which occasionally hindered timely feedback. Overall, clients appreciated the team's responsiveness and communication during the project.
    • Mobile App Redesign for Employment Platform
      5.0 Dec 7, 2017

      Alongside weekly calls, the project manager communicated with us via Skype or text messages. The CTO was also accessible, even via text message, which was nice since he’s their highest-ranking engineer. Overall, they completed tasks quickly and managed the project well.

      Read Full Review
    • App Development for Home Improvement Startup
      5.0 Jun 21, 2016

      Simform Solutions answered my questions every time I submitted them, and they were available for me any time I needed help. I haven't worked with anyone who was as responsive as Simform, even in my regular work.

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    Read All Reviews
    8 of 11 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 11 times in the past 6 months

    Recent reviews of Simform reflect a consistently positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team for delivering high-quality work on time, with one CEO noting, "They’ve earned the trust of our highest executives." Another client emphasized their adaptability and responsiveness, stating, "The team is flexible and does what they say they’re going to do." Overall, clients report satisfaction with the outcomes and collaboration, with no significant areas for improvement identified.
    Read 11 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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    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.
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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
    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

    View projects from:

    United States (64) Thailand (1) United Arab Emirates (1)
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  • Avo Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Oslo, Norway

    Services provided

    20% BI & Big Data Consulting & SI
    20% Back Office Outsourcing
    20% Generative AI +2 services
    20% Low/No Code Development
    20% Robotics Process Automation

    Avo Consulting is an Oslo, Norway-based big data analytics company. Their services include BI & big data consulting & SI and Back Office Outsourcing.

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  • CPTIT Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Riyadh, Saudi Arabia

    Services provided

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

    CPTIT is an IT strategy consulting company. Located in Riyadh, Saudi Arabia, the agency was established in 2014. Their services include IT strategy consulting and cloud consulting & SI.

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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
    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

    View projects from:

    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Great team

    Clients consistently praise WillowTree's team for their initiative and expertise, highlighting their ability to work independently without the need for micromanagement. One client noted, 'They put in their A-team,' emphasizing comfort and confidence in the team's capabilities. The design team was also commended as 'great,' showcasing a collaborative effort that led to a successful project outcome. Overall, the sentiment reflects strong satisfaction with the team's professionalism and quality of work.
    • App Development for Sports Arena
      5.0 Dec 4, 2013

      You have to look at the team that built it and the guys they put behind it. It’s not one of these big development companies that outsource their work. They did all the work in-house, and I felt comfortable with the team. I got to know them, which helped tremendously. I can’t say enough about the team. They’re solid, and the design team was great.

      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.

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    Select Industry to see insights

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

    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.
    Read All Reviews

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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 Honest

    Clients have expressed a strong sentiment of honesty towards Vention, highlighting their transparent communication and genuine partnership. One CEO noted that Ryan's personalized approach made them feel cared for, stating, "he was very honest and real, which differentiated Vention from other companies." Another client emphasized that Vention's team, particularly Valery, provided invaluable feedback, being "very honest and constructive." Overall, clients appreciate Vention's commitment to their success and the integrity they demonstrate throughout the project.
    • Design & Product Improvement for Healthcare Marketplace
      4.5 Jun 19, 2020

      They were very honest and constructive and provided invaluable feedback to us as well.

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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

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $200,000 to $999,999 (17) $10,000 to $49,000 (11) $1,000,000 to $9,999,999 (7) $10,000,000 + (1)

    What Clients Have Said

    Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.
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  • HG Consulting Group Logotype

    HG Consulting Group

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% Logistics & Supply Chain Consulting
    20% Marketing Strategy

    Small Marketing Strategy company HG Consulting Group, is based in Mexico City, Mexico. The team provides Marketing Strategy and Artificial Intelligence.

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  • Assured Information Security (AIS) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Rome, NY

    Services provided

    40% Cybersecurity
    20% AI Development
    20% Application Testing +1 service
    20% Computer Engineering

    Cybersecurity company Assured Information Security (AIS) is based in Rome, New York and Catonsville, Maryland. Founded in 2001, the team focuses on Cybersecurity and Artificial Intelligence.

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  • Bquadro Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sankt-Peterburg, Russia

    Services provided

    20% AI Development
    20% Graphic Design
    20% IT Strategy Consulting +2 services
    20% Search Engine Optimization
    20% Web Development

    Bquadro is a SEO services firm. Launched in 2001, the team provides Search Engine Optimization and Graphic Design.

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  • Arrayflair Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Danville, CA

    Services provided

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

    In Danville, California and Irvine, California, Arrayflair is an IT strategy consulting company. They provide IT strategy consulting and BI & big data consulting & SI and were launched in 2020.

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  • Infinity Curve Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Cheyenne, WY

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Infinity Curve is a social media marketing agency launched in 2021. The firm specializes in Social Media Marketing and Search Engine Optimization, and is midsize.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

    In the last six months, client feedback for Qubika has been overwhelmingly positive, highlighting their technical expertise and responsiveness. One client praised Qubika for building a scalable data warehouse on Databricks, significantly enhancing report generation efficiency. Another noted their ability to rapidly improve app quality and feature sets. Both reviews emphasized the professionalism and collaborative nature of Qubika's team, with no significant areas for improvement identified. Overall, Qubika is viewed as a reliable partner capable of meeting diverse project needs.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

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

    Growexx

    5.0 17 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Bengaluru, India

    Services provided

    20% AI Consulting
    20% AI Development
    15% BI & Big Data Consulting & SI +3 services
    15% Custom Software Development
    15% ERP Consulting and SI
    15% Generative AI

    Growexx is a versatile technology company specializing in AI, software development, and mobile app solutions. Their services are highly praised across reviews for delivering projects on time, demonstrating excellent project management, adaptability, and client-centric approaches. With 100% of reviewers noting the company's excellent value for cost, and 85% highlighting their impressive project management and commitment to client needs, Growexx stands out as a reliable partner for technology development projects.

    See all 17 projects

    Reviews mention Accommodating

    Clients have consistently praised Growexx for their accommodating nature, highlighting their proactive responsiveness to project needs. One client noted that Growexx's project management was exemplary, delivering on time and ensuring all requirements were met effectively. Additionally, their adaptability and client-centric approach were emphasized, with feedback indicating that they exceeded expectations in understanding and addressing specific project goals.
    • AI Dev for Document Processing Platform
      5.0 Jul 29, 2024

      Growexx has been highly responsive to our needs. Their proactive approach ensured that all project requirements were understood and met effectively. Their client-centric approach, focusing on understanding and exceeding client needs with tailored solutions, sets them apart.

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    2 of 2 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 2 times in the past 6 months

    In the last six months, Growexx has received positive feedback for their effective project management and collaborative approach. Clients highlighted the timely delivery of projects, notably reducing hiring cycles and improving candidate engagement. One client commended their 'high-value, flexible staffing' and another noted the impressive array of features delivered in their MVP. Overall, clients expressed satisfaction with Growexx's alignment with their business values and objectives, with no significant areas for improvement identified.
    Read 2 Recent Reviews

    Industry Experience

    Growexx has successfully delivered projects across various industries including Consulting, Medical, Information Technology, Education, Social Networking, eCommerce, Manufacturing, Healthcare, and Human Resources. Clients commend their expertise in AI solutions and project management, highlighting timely delivery and adaptability. Overall sentiment is highly positive, with particular strengths noted in effective communication, flexible staffing, and a client-centric approach, making Growexx a strong fit for projects requiring technological innovation and support across diverse sectors.

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    Select Industry to see insights

    Human Resources Consulting Medical Information technology Education Social Networking Software Healthcare Transportation eCommerce Manufacturing

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    United States (9) India (5) Canada (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 recent reviews, clients praised Phaedra Solutions for their technical expertise and responsiveness. One CEO noted a 40% reduction in manual tasks due to effective automation and highlighted the team's strong project management skills and clear communication. Conversely, a charity president pointed out that while project management needed improvement, Phaedra's problem-solving capabilities and commitment to client needs were commendable. Overall, the sentiment reflects satisfaction with project outcomes and collaboration.
    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.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
  • Acteria Logotype

    Acteria

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    80% AI Agents
    20% Generative AI

    Acteria is an AI Agents company. Based in New York, New York, the team focuses on AI Agents and Generative AI.

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  • K2 Partnering Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    London, England

    Services provided

    20% CRM Consulting and SI
    20% Cybersecurity
    20% ERP Consulting and SI +4 services
    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Recruiting
    10% Staffing

    K2 Partnering Solutions is a CRM consulting and SI company. They are headquartered in London, England, and their services include CRM consulting and SI and ERP consulting and SI.

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  • Featured

    What are Featured Providers?

    LANARS Logotype

    LANARS

    5.0 13 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 software development company specializing in mobile app and web development, focusing on Cloud integration and backend solutions. Across reviews, LANARS is praised for their strong communication, commitment to timelines, and ability to handle complex projects even in challenging circumstances. Approximately 100% of reviewers commend their project management and technical expertise, highlighting their consistent delivery of high-quality work.

    See all 13 projects

    Reviews mention Communicative

    The feedback regarding LANARS' communication skills is overwhelmingly positive. Clients appreciated their clear and concise communication, often highlighting the use of tools like Slack for effective collaboration despite time zone differences. One client noted that communication was 'above average,' while another emphasized their 'superb' communication and friendly demeanor. Overall, LANARS is recognized for maintaining an open line of communication, which significantly contributed to client satisfaction and project success.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Communication was very good with Lanars and our team, they communicated well - via Slack with my technical people. Clear, concise questions and answers, Lanars' communication is above average.

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    • Mobile App Development for Technology Company
      5.0 Jul 7, 2022

      We mainly used Slack to communicate and problem solve. Even though there was a 7 hour time difference, we communicated with LANARS daily and always felt like we knew exactly what was going on with the project. Regardless of the 7 hour difference and slight language barrier, LANARS performed better than any development shop we have worked with.

      Read Full Review
    • iOS/Android FinTech App Development for Bank
      5.0 Sep 20, 2019

      Project management was done by LANARS under my supervision. They added me to their corporate Jira, so I was able to see report and progress on each team member involved. Communicate was smooth, and the good thing is that we are almost in the same timezone.

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    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, IT Services, Financial Services, and Business Services. Clients commend their exceptional communication, project management, and ability to deliver high-quality software solutions. The overall sentiment is positive, with businesses noting improvements in app performance, user satisfaction, and operational efficiency. Their strengths lie particularly in mobile app development and cloud integration, making them well-suited for technology-focused projects and startups.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services

    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 consistently highlight LANARS' competitive pricing and high-quality deliverables, viewing them as a strong value for money. One client noted, "They work fast, structured, and are not too pricy," while another remarked on their "honesty" in pricing and transparency. Overall, the sentiment is positive; clients feel that LANARS exceeds expectations regarding cost-effectiveness and quality, often recommending them for projects based on their favorable financial terms.
    Read All Reviews

    View projects from:

    Norway (3) United States (2) Australia (1) Canada (1) Germany (1)
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    Krazimo Logotype

    Krazimo

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

    Services provided

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

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

    See all 8 projects

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Krazimo is very responsive

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

    View projects from:

    United States (3) Canada (1) India (1) Latvia (1) Singapore (1)
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    Imobisoft Logotype

    Imobisoft

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

    Services provided

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

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

    See all 20 projects

    Reviews mention Meets deadlines

    Overall, client feedback indicates that Imobisoft consistently meets deadlines and adheres to budget constraints. The COO of Mirzyme Therapeutics noted, "Imobisoft has met deadlines and stayed on budget," highlighting their effective project management. Regular weekly meetings facilitated timely updates and risk management, ensuring the project's smooth progression. This positive sentiment reinforces Imobisoft's reliability in delivering projects within agreed timelines.
    • Diagnostic Solution Design & Development for BioTech Company
      5.0 Aug 6, 2025

      Imobisoft has met deadlines and stayed on budget. We have weekly meetings in place. We've met every week to make sure that everything is okay. If there's any risk that's been identified, we've dealt with it.

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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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  • LaPetiteGrosse Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Paris, France

    Services provided

    20% AI Development
    20% Advertising
    20% Branding +2 services
    20% Packaging Design
    20% Social Media Marketing

    LaPetiteGrosse is an Advertising company. They specialize in Advertising and Branding and are based in Paris, France.

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  • OGGN Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ottawa, Canada

    Services provided

    20% AI Development
    20% Business Consulting
    20% Cloud Consulting & SI +4 services
    10% IT Strategy Consulting
    10% Recruiting
    10% Staffing
    10% Web Design

    OGGN Inc. Is an Ottawa, Canada-based cloud consulting & SI company. Founded in 2017, the team specializes in cloud consulting & SI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Tallium Inc. Logotype

    Tallium Inc.

    4.9 37 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 37 projects
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the past six months, client feedback for Tallium Inc. has been overwhelmingly positive. Clients praised their strong project management, timely deliveries, and effective communication. Notably, the development of the PROSTOR mobile app led to increased user engagement and multiple awards. The CTO of DigiSigner highlighted their adaptability and responsiveness to feedback, while the CEO of Voice2Me commended their professionalism and innovative approach. Overall, clients expressed high satisfaction with the quality of service and collaboration.
    Read 3 Recent 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

    Tallium Inc. is frequently praised for providing excellent value for money, with clients noting their competitive pricing and high-quality deliverables. For instance, a CTO highlighted their 'good value for cost' and effective communication throughout projects. A CEO emphasized that Tallium's pricing fit their budget while still delivering exceptional results. Overall, client sentiment reflects satisfaction with the financial investment relative to the quality of work, with many expressing eagerness to continue future collaborations.
    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 (5) 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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    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 Efficient

    Clients consistently highlight Leobit's efficiency in delivering projects. One client noted they brought a project to market in under four months, onboarding over 19,000 clients, while another remarked on their ability to complete work on time and maintain high quality. Feedback also emphasized their proactive communication and transparency, which facilitated collaboration. Overall, the sentiment surrounding Leobit's efficiency is overwhelmingly positive, with clients expressing satisfaction in their quick turnaround and effective problem-solving capabilities.
    • Web Development for E-Learning Company
      5.0 Sep 22, 2022

      Their overall efficiency, transparency, and communicative nature have been nothing short of spectacular. Our previous vendor had been working on this for a full year before Leobit stepped in and carried us quickly to the end. We manage everything in Microsoft DevOps, including user stories, bugs, and new features.

      Read Full Review
    • Web Development for Online Real Estate Investment Platform
      5.0 Apr 29, 2019

      We’re happy with Leobit because they identify issues and make improvements in an effective manner. The team’s insightful advice makes the solution more efficient and user-friendly. Clients should scope out the project thoroughly ahead of the engagement because Leobit’s development team will work fast and surface several issues that weren’t thought through appropriately.

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    • Development for Branding Company
      4.0 Sep 25, 2018

      Customers will need to keep pace with Leobit’s efficiency. They often have to wait for us to provide needed information. The team adheres to processes and answers all of our questions.

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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

    Recent reviews of Leobit highlight a strong overall sentiment, with clients praising their project management, timely delivery, and technical expertise. For instance, the CEO of Vincent Brand Go commended their organized approach and innovative ideas, while the Development Director at Asprey Management Solutions noted their impressive flexibility in responding to project needs. Additionally, the Product Manager from TrichoLAB emphasized Leobit's proactive communication and ability to meet expectations, indicating high client satisfaction across various projects.
    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
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  • nvisia Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Chicago, IL

    Services provided

    20% AI Development
    20% DevOps Managed Services
    20% Digital Engineering +2 services
    20% Mobile App Development
    20% UX/UI Design

    Nvisia is a midsize UX company established in 1991. Their services include UX/UI Design and Mobile App Development.

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  • Coredge Logotype

    Coredge

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    30% Web Development
    10% AI Development
    10% API Development +5 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% DevOps Managed Services
    10% Generative AI
    10% Mobile App Development

    Coredge is a web development firm. The team offers Web Development and cloud consulting & SI and is located in Coventry, England.

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  • Cplus Soft UK Logotype

    Cplus Soft UK

    Not yet reviewed

    $250,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    10% AI Consulting
    10% AI Development
    10% Custom Software Development +7 services
    10% Cybersecurity
    10% E-Commerce Development
    10% Mobile App Development
    10% Robotics Process Automation
    10% Search Engine Optimization
    10% Wearable App Development
    10% Web Development

    Located in Islamabad, Pakistan, Cplus Soft UK is a SEO services firm. Their services include Search Engine Optimization and Cybersecurity.

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  • Bloorsoft Logotype

    5.0 9 reviews
    $10,000+
    $100 - $149 / hr
    2 - 9
    San Francisco, CA

    Services provided

    25% AI Development
    25% Mobile App Development
    25% Web Development +2 services
    15% Custom Software Development
    10% Low/No Code Development

    Bloorsoft is a versatile software development company proficient in web and application development, system integrations, and UI/UX design. Their reviews reflect an impressive 100% positive feedback, highlighting their exceptional project management, timely delivery, and strong client-centric approach. Approximately 57% of reviewers specifically commend their adaptability and responsiveness, indicating high client satisfaction and effective communication throughout projects.

    See all 9 projects

    Reviews mention Exceeds expectations

    Bloorsoft consistently exceeds client expectations, as highlighted by a Director from TeleVU Innovation who praised their exceptional project management and timely delivery. The team demonstrated a profound understanding of client needs, resulting in a customized project plan that enhanced success. They effectively communicated throughout the project, addressing concerns promptly and adapting to challenges without compromising timelines. Ultimately, Bloorsoft delivered a high-quality product that surpassed functionality and performance expectations, making them a standout partner in the industry.
    • Full-stack Software System for Healthcare Company
      5.0 Sep 21, 2023

      Bloorsoft exceeded our expectations with their exceptional project management and timely delivery. We approached Bloorsoft for a complex software development project with a tight deadline, and they not only met but surpassed our expectations. From the initial planning stages to the final delivery, their project management was impeccable. In the end, Bloorsoft delivered the project on time and within budget, and the final product exceeded our expectations in terms of functionality and performance.

      Read Full Review
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    Industry Experience

    Bloorsoft has garnered positive feedback across multiple industries, including Healthcare, Consumer Products, Real Estate, Design, Advertising & Marketing, and Software. They are praised for their strong project management, effective communication, and ability to deliver tailored solutions. Notable strengths include expertise in developing custom applications, UI/UX design, and integrating advanced technologies. Overall sentiment is highly favorable, highlighting their impact on efficiency and growth in diverse sectors such as healthcare, technology, and consumer products.

    Read All Reviews

    Select Industry to see insights

    Healthcare Consumer Products Real estate Design Advertising & marketing Software Other Industry

    Average Project Cost Breakdown

    $10,000 to $49,000 (4) $50,000 to $199,999 (3) Less than $10,000 (1)

    What Clients Have Said

    Bloorsoft is frequently recognized for offering excellent value for money, with clients noting that their pricing aligns well with project budgets. One client highlighted that Bloorsoft's pricing fit their budget while delivering good value, stating, 'Good value for cost.' Another emphasized how they no longer needed to pay for an assistant due to the efficiency gained, showcasing significant cost savings. Overall, client sentiment suggests satisfaction with the balance of cost and quality provided by Bloorsoft.
    Read All Reviews

    View projects from:

    Canada (7) United States (2)
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  • Acumen Analytics Logotype

    Not yet reviewed

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

    Services provided

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

    Acumen Analytics is a cloud consulting & SI company based in Plymouth Meeting, Pennsylvania. Launched in 2004, the team focuses on cloud consulting & SI and IoT development.

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  • Blink Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Singapore, Singapore

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% HR Consulting +1 service
    25% Web Development

    Blink Technologies is an AI development company. Founded in 2015, the agency is located in Singapore, Singapore. Their services include Artificial Intelligence and E-Commerce Development.

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  • C3 Insight Group Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

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

    C3 Insight Group Inc. Is a Business Consulting company. The Toronto, Canada-based agency was established in 2014. Their team focuses on Business Consulting and Artificial Intelligence.

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  • Chatmine Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Wayland, MA

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Branding +1 service
    25% Market Research

    Chatmine Technologies is a Wayland, Massachusetts-based artificial intelligence firm. They focus on Artificial Intelligence and BI & big data consulting & SI and were founded in 2006.

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  • Dash BPO Panamá Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Panama City, FL

    Services provided

    25% AI Consulting
    25% Back Office Outsourcing
    25% Call Center Services +1 service
    25% Customer Service Outsourcing

    Dash BPO Panamá is an answering service company. Launched in 2010, the agency is in Panama City, Florida. Their team specializes in Call Center Services and Back Office Outsourcing.

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  • ReqRes LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Marietta, GA

    Services provided

    25% AI Development
    25% CRM Consulting and SI
    25% IT Staff Augmentation +3 services
    10% HR Outsourcing
    10% Staffing
    5% Recruiting

    ReqRes LLC is an artificial intelligence development company established in 2017. Headquartered in Marietta, Georgia, the team specializes in Artificial Intelligence and CRM consulting and SI.

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  • Bitontop Technologies Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Richmond, Canada

    Services provided

    25% AI Development
    25% Application Testing
    25% Business Consulting +1 service
    25% Custom Software Development

    Bitontop Technologies Inc. Is a small software development company located in Richmond, Canada. Their services include Custom Software Development and Artificial Intelligence.

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  • Wiqonn Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Barranquilla, Colombia

    Services provided

    25% AI Development
    25% IoT Development
    25% Mobile App Development +1 service
    25% Web Development

    Wiqonn Tech is an AI development company. They are based in Barranquilla, Colombia, and their services include Artificial Intelligence and IoT development.

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  • CrewMachine Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Redwood City, CA

    Services provided

    25% AI Development
    25% CRM Consulting and SI
    25% E-Commerce Development +1 service
    25% Search Engine Optimization

    CrewMachine is a small Redwood City, California-based artificial intelligence firm. Their services include Artificial Intelligence and CRM consulting and SI.

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  • Vu360 Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Naperville, IL

    Services provided

    25% AI Development
    25% Branding
    25% Cloud Consulting & SI +1 service
    25% IoT Development

    Artificial intelligence development company Vu360 Solutions focuses on Artificial Intelligence and Branding. They are based in Naperville, Illinois.

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  • Olsson Digital Accounting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Solna, Sweden

    Services provided

    50% Accounting
    25% AI Development
    25% Business Consulting

    Olsson Digital Accounting is an Accounting company launched in 2017. The team specializes in Accounting and Artificial Intelligence.

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  • Pagarba Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Marietta, GA

    Services provided

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

    Pagarba, a small AI firm, is based in Marietta, Georgia. Their services include Artificial Intelligence and BI & big data consulting & SI.

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  • CAERUS INFOSYSTEMS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Roswell, GA

    Services provided

    25% AI Development
    25% AR/VR Development
    25% BI & Big Data Consulting & SI +1 service
    25% IoT Development

    Founded in 2017, CAERUS INFOSYSTEMS is an artificial intelligence development company. Their services include Artificial Intelligence and AR/VR development.

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  • Cratosys Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Los Angeles, CA

    Services provided

    75% Accounting
    25% AI Development

    Cratosys is an Accounting company headquartered in Los Angeles, California. The team offers Accounting and Artificial Intelligence.

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  • Analytic Design Logotype

    Analytic Design

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Custom Software Development +1 service
    25% IT Strategy Consulting

    Analytic Design is an IT strategy consulting company. Their small team is based in Brasilia, Brazil. Their services include IT strategy consulting and BI & big data consulting & SI.

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  • TresFactorial Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    León, Mexico

    Services provided

    25% AI Development
    25% IT Strategy Consulting
    25% Other Application Development +1 service
    25% Other IT Consulting and SI

    TresFactorial is an IT strategy consulting company. They were launched in 2013, and their services include IT strategy consulting and other IT consulting and SI.

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  • citigp Logotype

    citigp

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    25% Other Application Development

    Citigp is a small Mexico-based software development company. The team provides Custom Software Development and Mobile App Development.

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  • Shenzhen 1011 Communication Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Shenzhen Shi, China

    Services provided

    25% AI Development
    25% Call Center Services
    25% Cloud Consulting & SI +2 services
    15% Unified Communications Consulting & SI
    10% Back Office Outsourcing

    Located in Shenzhen Shi, China, Shenzhen 1011 Communication Technology Co., Ltd. Is a cloud consulting & SI company. Their services include cloud consulting & SI and Artificial Intelligence.

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  • Thiz Technology Group Limited Shanghai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Shanghai, China

    Services provided

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

    Thiz Technology Group Limited Shanghai is a big data company. They were founded in 2005, and their services include BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • HOKMA Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bogotá, Colombia

    Services provided

    25% AI Development
    25% Corporate Training & Coaching
    25% IT Strategy Consulting +1 service
    25% Other IT Consulting and SI

    Small IT strategy consulting company HOKMA, is headquartered in Bogotá, Colombia. The team offers IT strategy consulting and other IT consulting and SI.

    Read more
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  • Healthcare Business Reps, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Leland, NC

    Services provided

    25% AI Development
    25% Back Office Outsourcing
    25% Blockchain +1 service
    25% Cybersecurity

    Healthcare Business Reps, LLC is a small Cybersecurity company founded in 2017. Their team focuses on Cybersecurity and Artificial Intelligence.

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  • J29 Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Millersville, MD

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% IT Managed Services +2 services
    20% Business Consulting
    5% HR Consulting

    J29 Inc. Is a big data company. The small Millersville, Maryland-based team specializes in BI & big data consulting & SI and IT managed services. The firm was launched in 2017.

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  • funstematics.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Chicago, IL

    Services provided

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

    Funstematics.ai is a big data company established in 2015. The team focuses on BI & big data consulting & SI and cloud consulting & SI.

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  • AAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Norcross, GA

    Services provided

    25% AI Development
    25% IT Managed Services
    25% Logistics & Supply Chain Consulting +1 service
    25% Staffing

    AAI is an IT managed services company in Norcross, Georgia. Their services include IT managed services and Artificial Intelligence.

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  • ITegrity, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Silver Spring, MD

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% IT Managed Services +1 service
    25% Web Development

    In Silver Spring, Maryland, ITegrity, Inc. Is a cloud consulting & SI company. Launched in 2009, the team focuses on cloud consulting & SI and IT managed services.

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  • Zhengzhou Ruguo Information Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Zhengzhou, China

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Custom Software Development +1 service
    25% IoT Development

    Zhengzhou Ruguo Information Technology Co., Ltd. Is a Zhengzhou, China-based business intelligence company. They focus on BI & big data consulting & SI and Custom Software Development.

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  • Beijing Yuanqi Online Information Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Beijing, China

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Broadcast Video +1 service
    25% Mobile App Development

    Beijing Yuanqi Online Information Technology Co., Ltd., a Broadcast Video company, is located in Beijing, China. Their services include Broadcast Video and BI & big data consulting & SI.

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  • ANET Services, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Fairfax, VA

    Services provided

    25% AI Development
    25% Business Consulting
    25% CRM Consulting and SI +1 service
    25% Cybersecurity

    ANET Services, LLC is a CRM consulting and SI company. Located in Fairfax, Virginia, their team focuses on CRM consulting and SI and Cybersecurity.

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  • A Square Group Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Catonsville, MD

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% Cybersecurity +1 service
    25% IT Managed Services

    A Square Group is a cloud consulting & SI company. They provide cloud consulting & SI and Cybersecurity and were established in 2008. The company is in Catonsville, Maryland and Frederick, Maryland.

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  • ROB Technologies AG Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Zürich, Switzerland

    Services provided

    50% Custom Software Development
    25% AI Development
    25% IT Strategy Consulting

    ROB Technologies AG is a Zürich, Switzerland-based software development firm. They provide Custom Software Development and IT strategy consulting.

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  • Xi’an Hexing Wuxian Information Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Xi An Shi, China

    Services provided

    25% AI Development
    25% Custom Software Development
    25% IT Managed Services +1 service
    25% IT Strategy Consulting

    Xi’an Hexing Wuxian Information Technology Co., Ltd. Is a small IT strategy consulting company in Xi An Shi, China. Their services include IT strategy consulting and IT managed services.

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  • Shenzhen INFINITO Technology Co., Ltd. Logotype

    Shenzhen INFINITO Technology Co., Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% IT Managed Services
    25% AI Development
    25% IoT Development

    Shenzhen INFINITO Technology Co., Ltd., a small IT managed services company, is located in Shenzhen, China. The team specializes in IT managed services and IoT development.

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  • Suzhou Wangfan Network Technology Co., Ltd. Logotype

    Suzhou Wangfan Network Technology Co., Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Custom Software Development +1 service
    25% IoT Development

    Suzhou Wangfan Network Technology Co., Ltd. Is a data analytics company. Their team is headquartered in China and focuses on BI & big data consulting & SI and Custom Software Development.

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  • arkulpa GmbH Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Lustenau, Austria

    Services provided

    25% AI Development
    25% IoT Development
    25% Mobile App Development +1 service
    25% Web Development

    Arkulpa GmbH, a web development company, was established in 2013. In Lustenau, Austria, the team specializes in Web Development and Mobile App Development.

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  • Lab-0x Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Paris, France

    Services provided

    40% Blockchain
    35% Blockchain Marketing
    25% AI Development

    Lab-0x is a Blockchain company established in 2021. In Lyon, France and Paris, France, the team provides Blockchain and Blockchain Marketing.

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

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

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

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

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 ServReality
14 HatchWorks AI
15 Deviniti

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. 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
  18. 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
  19. Valere Logotype

    Valere

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

    Ability to deliver

    38.1/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  21. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website

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How to Choose a GenAI Consultant

Updated December 16, 2025
Ruben Melkonian

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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