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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: October 7, 2026
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30,797 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 88 reviews
    Premier Verified Clutch Guarantee
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +6 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% Mobile App Development

    Simform is a versatile software development company specializing in mobile app development, web application enhancements, and software modernization. The reviews reflect an overwhelmingly positive sentiment, with approximately 90% praising their project management, technical expertise, and responsiveness. Clients appreciate Simform's ability to integrate with in-house teams and their commitment to long-term quality, though some suggest improvements in project requirement clarity and documentation.

    See all 88 projects
    1 of 2 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 2 times in the past 6 months

    Simform has received positive feedback in recent reviews, highlighting their collaborative approach and commitment to understanding client needs. Clients noted successful project management and effective communication, although some delivery timelines have faced challenges due to evolving requirements. A client emphasized Simform's ability to synthesize complex data into actionable insights and improve system architecture, while another praised their dedication to building sustainable solutions. Areas for improvement include enhancing documentation for end-users to facilitate onboarding.
    Read 2 Recent Reviews

    Industry Experience

    Simform has received positive feedback across various industries, particularly in Education, Hospitality, Information Technology, and Business Services. Clients appreciate their technical expertise, project management skills, and ability to deliver timely results, with notable successes in mobile and web app development. In Education, they modernized registration platforms, while in Hospitality, they created a health and wellness app. Overall, Simform's strengths lie in their adaptability, effective communication, and a collaborative approach, making them a strong choice for clients in diverse sectors seeking innovative development solutions.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (15) Less than $10,000 (1)

    What Clients Have Said

    Simform is recognized for providing good value for money, with clients frequently noting that their pricing aligns well with project budgets. Feedback highlights instances where Simform's cost-effectiveness allowed organizations to achieve significant project goals without overspending. Clients appreciated the transparency in pricing and the absence of hidden costs, contributing to a positive overall perception of value. However, there were occasional concerns about project delays and communication, which impacted perceptions of value in specific instances.
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    United States (51) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Wizard Labs Logotype

    Wizard Labs

    5.0 7 reviews
    Premier Verified Clutch Guarantee
    $50,000+
    $100 - $149 / hr
    10 - 49
    Vancouver, Canada

    Services provided

    30% AI Development
    30% Custom Software Development
    20% AI Consulting +1 service
    20% Generative AI

    Wizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.

    See all 7 projects

    Reviews mention Experienced

    The sentiment regarding Wizard Labs' experience is overwhelmingly positive. Clients praised their well-organized project management, timely delivery, and proactive communication. Specific feedback highlighted the expertise of project lead Maz, who effectively navigated potential challenges, and the high-quality software delivered, which exceeded expectations. One client noted, 'Everything was executed great,' indicating satisfaction with the overall service and a willingness to collaborate again in the future.
    • Q&A LLM System Development for Customer Communication Co
      5.0 May 16, 2025

      Maz, our project lead, was very knowledgeable. He helped us plan for pitfalls based on previous experience. The team was well-organized and delivered high-quality software that exceeded our expectations.

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    Industry Experience

    Wizard Labs has demonstrated strong expertise across multiple industries, including business services, customer communication, franchising, AI automation, and information technology. Clients highlight their exceptional project management and AI/ML capabilities, with positive feedback on the quality of deliverables and responsiveness. The overall sentiment is highly favorable, particularly in AI-driven projects, suggesting Wizard Labs is well-suited for clients seeking innovative solutions in tech-heavy environments.

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    Select Industry to see insights

    Wellness & Fitness Software Logistics & Supply Chain Information technology Business services

    Average Project Cost Breakdown

    $50,000 to $199,999 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.
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    United States (3) Canada (2)
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    Goji Labs Logotype

    Goji Labs

    5.0 91 reviews
    Premier Verified
    $50,000+
    $150 - $199 / hr
    50 - 249
    Los Angeles, CA

    Services provided

    50% Mobile App Development
    20% Custom Software Development
    10% AI Development +2 services
    10% UX/UI Design
    10% Web Development

    Goji Labs is a versatile software development company specializing in mobile and web applications, known for its strategic approach and strong project management. Reviews highlight their impressive communication and accountability, with 90% of clients praising their responsiveness and collaborative nature. While some desire faster issue resolutions, the company's focus on client needs and strategic decision-making is consistently appreciated.

    See all 91 projects

    Reviews mention Detail-oriented

    Goji Labs has consistently received positive feedback regarding their detail-oriented approach. Clients have praised their meticulous attention to detail, particularly in UI/UX design, stating that Goji Labs exceeds expectations in understanding user needs and delivering high-quality products. One client noted their 'remarkable attention to detail throughout the design and development process,' while another emphasized their 'meticulous attention to detail and strong emphasis on communication,' highlighting their effectiveness in project management and overall execution.
    • UI/UX Design for Software Company
      5.0 Aug 26, 2021

      They’re extremely creative and detail-oriented with their UI/UX.

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    • Web-Based Trivia Game Development for Foreign Policy Org
      5.0 Dec 10, 2024

      Goji Labs has demonstrated an overall good understanding of UI/UX design. Besides, they’ve also demonstrated remarkable attention to detail throughout the design and development process. Not to mention, Goji Labs has had a very holistic process working with us to ensure they fulfill our core needs and align with our mission.

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    • Web Development for Design Strategy Consultancy
      5.0 Jan 31, 2019

      We have a full-time project manager in-house, which expedites communication between teams. We’ve worked with more than 20 vendors and no one is as detail-oriented as Goji Labs.

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    Industry Experience

    Goji Labs has demonstrated expertise across diverse industries including media, arts, entertainment, medical, and education. Clients commend their strategic approach and effective communication, highlighting improvements in user engagement and revenue through tailored solutions. Positive feedback reflects their strengths in project management, responsiveness, and adaptability, making them a valuable partner for businesses seeking innovative digital solutions, particularly in media and educational technology.

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    Select Industry to see insights

    Social Networking Fitness Medical Arts, entertainment & music Information technology Research Nonprofit Sports Gaming Non-profit Consumer products & services Software Advertising & marketing Education Design Transportation Manufacturing Telecommunications Environmental Services Healthcare Business services IT Services Consulting Financial services Wellness & Fitness Other industries Hospitality & leisure Consumer Products Real estate Other Industry Automotive Media

    Average Project Cost Breakdown

    $50,000 to $199,999 (35) $10,000 to $49,000 (18) $200,000 to $999,999 (10) Less than $10,000 (4) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Goji Labs has received mixed feedback regarding its overall cost and value for money. While several clients noted that Goji Labs delivered high-quality work and met their expectations, there were mentions of budget-related concerns. For instance, one client indicated that they experienced 'price creep' during the project, which was frustrating despite acknowledging the necessity. Another client emphasized that while Goji Labs is not the lowest-cost option, the quality and professionalism justified the investment. Overall, clients recognize the value provided by Goji Labs, though some expressed a desire for clearer communication regarding costs.
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    United States (74) Canada (3) Singapore (2) England (2) Bahrain (1) Lithuania (1) Vietnam (1)
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  • KantanAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10,000+
    Dublin, Ireland

    Services provided

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

    KantanAI is an AI company. The large Dublin, Ireland-based team offers Artificial Intelligence and BI & big data consulting & SI. The firm was established in 2012.

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  • DesignPro Automation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Rathkeale, Ireland

    Services provided

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

    DesignPro Automation is a big data company and AI development company launched in 2004. Their team provides BI & big data consulting & SI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 27 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    Azumo is a technology company specializing in custom software development and IT solutions, including web-based applications, AI implementations, and cloud migrations. The reviews highlight Azumo's strong project management, timely delivery, and excellent communication, with 100% positive feedback and frequent praise for their flexibility, responsiveness, and ability to adapt to changing project requirements.

    See all 27 projects

    Industry Experience

    Azumo has demonstrated expertise across various industries, including Legal, Supply Chain, Medical, Financial Services, and Education. Clients commend their ability to develop automated solutions, enhance workflow efficiency, and deliver high-quality software tailored to specific needs. Overall sentiment across industries is positive, highlighting strengths in project management, responsiveness, and effective communication. Azumo is particularly well-suited for companies seeking innovative software solutions in sectors that require robust, customized applications.

    Read All Reviews

    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Advertising & marketing Education IT Services Legal Media Supply Chain, Logistics, and Transport Medical

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (2)

    What Clients Have Said

    Clients frequently praise Azumo for providing excellent value for money, often highlighting their competitive pricing and high-quality deliverables. One client noted they chose Azumo due to their 'good value for cost,' while another stated they were impressed by how Azumo delivered 'what they promised at a fraction of the cost' compared to others. Overall sentiment reflects satisfaction with the cost-effectiveness of Azumo's services, leading to successful project outcomes without exceeding budgets.
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    United States (21) Canada (2) Mexico (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 70 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    30% AI Consulting
    30% AI Development
    10% Generative AI +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel is a versatile technology consultancy known for its expertise in AI development, app design, and workflow automation. Across their reviews, clients consistently praise their agility, strategic clarity, and technical execution. BlueLabel's responsiveness and ability to integrate with existing systems are commended by 100% of reviewers, while 60% highlight their exceptional project management. Their commitment to delivering results on time and their ability to align with client cultures and values are frequently noted. Overall, BlueLabel maintains high client satisfaction, with no significant areas for improvement reported.

    See all 70 projects

    Reviews mention Efficient

    Clients have consistently praised Blue Label Labs for their efficiency in project execution. Notably, one client highlighted the team's ability to maintain clear communication and flexibility, allowing for adjustments in project priorities without compromising timelines. Another client emphasized their effective use of project management tools like Asana and Jira, which facilitated timely task tracking and sprints. Overall, the sentiment reflects strong satisfaction with Blue Label Labs' capability to deliver results promptly and professionally.
    • Mobile App Dev for Nonprofit
      5.0 Sep 1, 2022

      Project management is a strength for Blue Label Labs. They’ve done a great job keeping tasks on track and managing the project efficiently. Asana is our primary project management tool, and we use Jira to track backend development progress.

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    • Mobile App. Dev. for Professional Sports Players Association
      5.0 Jan 5, 2021

      They leverage Asana, which has been effective in tracking the status of various tasks. Their project management style includes working in two-week sprints followed by QA and our approval. That’s been efficient, and we work well together as we implement changes into the app.

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    1 of 1 reviews is 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 1 time in the past 6 months

    Recent feedback highlights BlueLabel's strong project management and effective delivery of AI solutions, achieving up to 50% reduction in quarterly Asset Management reporting time. Clients appreciated their structured, SPRINT-based methodology, which facilitated rapid progress from discovery to implementation. The ability to work within existing Microsoft environments was noted as a significant advantage, promoting practical adoption. Overall, sentiment is highly positive, with no significant areas for improvement identified by clients.
    Read 1 Recent Review

    Industry Experience

    BlueLabel has demonstrated expertise across various industries, notably in Financial Services, Manufacturing, Healthcare, and Insurance, where they excelled in UX design, AI integration, and project management. Clients praised their ability to align with business objectives and deliver effective solutions, highlighting their responsiveness and collaborative approach. Overall sentiment reflects satisfaction, with clients appreciating their adaptability and commitment to quality work, making them well-suited for projects in these sectors.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    United States (67) Thailand (1) United Arab Emirates (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    20% Mobile App Development
    20% Web Development +3 services
    15% UX/UI Design
    10% Custom Software Development
    10% DevOps Managed Services

    Phaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.

    See all 28 projects

    Reviews mention Flexible

    Phaedra Solutions has received consistently positive feedback regarding their flexibility in project execution. Clients have praised their ability to adapt resources based on project needs, as noted by one client who appreciated their willingness to change team composition accordingly. Another client highlighted their prompt responsiveness, stating they address emergencies within minutes. Overall, the sentiment surrounding flexibility is strong, with clients feeling supported and engaged in a collaborative process that encourages dialogue and innovative solutions.
    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      They’re very flexible, which makes things easy. Even when they send a suggestion that doesn’t work for us, they don’t hound us. Instead, it’s a dialog around the pros and cons.

      Read Full Review
    • Rebranding Exercise & Site Maintenance for Retail Firm
      5.0 Sep 14, 2020

      They were available daily for any kind of review and were very flexible when we had to make additional changes to plans, treating this project as their own business and advising on best practices.

      Read Full Review
    • Web Dev and Mobile App Dev for Food Rescuing Platform
      5.0 Sep 9, 2020

      I haven’t worked with that many providers, but I have to say that they are super flexible and extremely responsive. Every time I have an emergency, they are on it and try to solve it within 5 to 10 minutes of me texting them.

      Read Full Review
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    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including real estate, information technology, consumer products, legal, non-profit, and retail. Feedback highlights their strengths in full-stack development, UI/UX design, and project management, with clients praising their timely delivery and communication. Overall sentiment is positive, indicating strong client satisfaction and effective collaboration, making them a suitable choice for projects in technology-dependent sectors.

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    Select Industry to see insights

    Other industries Publishing Non-profit Nonprofit Software Legal Retail Other Industry Energy & natural resources Advertising & marketing IT Services Consumer products & services Real estate Food & Beverages Information technology

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight Phaedra Solutions' competitive pricing and strong value for money. One client noted, "Pricing fit our budget" and emphasized their "good value for cost." Another echoed this sentiment, stating their pricing was favorable and the quality of work exceeded expectations. Overall, the sentiment surrounding cost is positive, with multiple clients expressing satisfaction with the financial investment relative to the quality and timeliness of deliverables.
    Read All Reviews

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    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Horan Automation & Robotics Logotype

    Horan Automation & Robotics

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% AI Development

    Artificial intelligence company Horan Automation & Robotics is located in Ireland. The team provides Artificial Intelligence and AI Consulting.

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  • Cogniflow Logotype

    Cogniflow

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    100% AI Development

    Cogniflow is a consulting firm specializing in lead generation strategies for businesses, particularly using AI-driven tools and LinkedIn outreach. Reviewers highlight their efficient project management and ability to transform manual processes into scalable, automated systems, with 100% positive feedback emphasizing improvements such as a 60% reduction in prospecting time and a 45% increase in connection rates.

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  • Metahire.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Pune, India

    Services provided

    50% AI Development
    25% Recruiting
    25% Staffing

    Headquartered in Pune, India and Sunnyvale, California, Metahire.ai is an AI company. The team offers Artificial Intelligence and Staffing.

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  • Alphalake Ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    35% AI Consulting
    35% AI Development
    30% Robotics Process Automation

    Alphalake Ai, an AI firm, was launched in 2019. They focuses on Artificial Intelligence and AI Consulting.

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  • Valenta Franchise Logotype

    Valenta Franchise

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    50% AI Development
    50% Business Consulting

    Valenta Franchise is a midsize artificial intelligence firm and Business Consulting company. Established in 2011, the team specializes in Artificial Intelligence and Business Consulting.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

    4.9 62 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    30% AI Development
    30% Cloud Consulting & SI
    20% UX/UI Design +2 services
    10% AI Agents
    10% Mobile App Development

    Qubika is a versatile software development and data consultancy company, excelling in mobile app development, data engineering, and AI integration. The overall feedback from their reviews is overwhelmingly positive, with clients praising their timely delivery, technical expertise, and adaptability. Notably, 100% of reviewers cited Qubika's professionalism and ability to meet project deadlines, with no areas for improvement mentioned by clients.

    See all 62 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Qubika has received positive feedback for their expertise in data consultancy and implementation of a Databricks platform for a private educational institution. Clients praised Qubika for their timely delivery, deep technical knowledge, and ability to understand the unique needs of the education sector. The project led to significant improvements in data governance, reduced reliance on fragmented systems, and established a reliable foundation for analytics. Clients reported no areas for improvement, highlighting overall satisfaction with Qubika's services.
    Read 1 Recent Review

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients have consistently praised Qubika for providing excellent value for money, noting their competitive pricing and high-quality work. Feedback highlights that Qubika delivered projects on time and exceeded expectations despite budget constraints. One client stated, "December Labs was a step up in quality and speed compared to previous vendors," emphasizing their reliability. Overall, clients feel they received substantial value for their investment, often remarking that the quality of service justified the costs involved.
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    More responsive than most other service providers

    Qubika is very responsive

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

    Sketch Development

    5.0 23 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    10% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Sketch Development is a versatile software development company providing comprehensive services such as UX/UI design, Agile coaching, and custom software solutions across various sectors. Reviews indicate overwhelmingly positive feedback, with 100% of clients appreciating their project management, responsiveness, and alignment with company culture. A notable 70% of reviewers highlight their impressive ability to adapt and deliver tailored solutions efficiently.

    See all 23 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Sketch Development has received highly positive feedback from clients in the past six months, highlighting their effective project management and responsiveness. Clients praised their ability to deliver tailored software solutions that significantly improved operational efficiency, such as reducing project processing times and automating invoicing tasks. Their team demonstrated a strong culture fit and a commitment to understanding client needs, contributing to successful project outcomes. Overall, clients expressed satisfaction with the collaboration and indicated no areas for improvement.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (5) $50,000 to $199,999 (4) Less than $10,000 (1) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently commend Sketch Development for their strong value for money and effective pricing strategies. For instance, one client noted that Sketch's pricing fit their budget while delivering high-quality, customized solutions, leading to significant operational improvements. Another remarked on the company's exceptional responsiveness and generosity with time and services. Overall, the sentiment across reviews is overwhelmingly positive, highlighting Sketch's ability to provide excellent service at a fair cost, making them a reliable choice for various projects.
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    More responsive than most other service providers

    Sketch Development is very responsive

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

    View projects from:

    St. Louis, Missouri (10) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Brunswick, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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    Edvantis Logotype

    Edvantis

    4.8 45 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Services provided

    35% BI & Big Data Consulting & SI
    30% AI Development
    15% Custom Software Development +2 services
    10% Business Consulting
    10% IoT Development

    Edvantis is a versatile software development company providing services in custom software development, e-commerce optimization, mobile app development, and data security content development. The company is highly praised for its reliability, professionalism, and ability to deliver projects on time and within budget, with 100% of reviews highlighting their strong project management and communication skills. Additionally, 70% of reviewers emphasize Edvantis' adaptability and partnership approach.

    See all 45 projects

    Reviews mention Exceptional performance

    Edvantis has consistently demonstrated exceptional performance across various projects, as evidenced by client feedback. A Head of Operations noted their 'strong work pace and exceptional dedication,' resulting in significant product improvements. Similarly, a Product Manager praised their 'remarkable responsiveness' and 'proactive communication,' which exceeded expectations. Clients appreciated Edvantis's ability to adapt to evolving requirements and their commitment to timely delivery, underscoring a high level of professionalism and a collaborative approach that fosters meaningful partnerships.
    • Staff Augmentation for Data Security Company
      5.0 Feb 2, 2026

      Demonstrated a strong work pace and exceptional dedication, reflected in highly successful outcomes and an outstanding volume of deliverables. Responsibilities included classifying and tagging content to ensure sensitive data was accurately categorized, writing regular expressions (Regex) to detect sensitive information, auditing data classifications, monitoring system performance and troubleshooting classification issues, and staying up to date with data protection standards and best practices. These efforts collectively led to significant improvements across our products.

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    Industry Experience

    Edvantis has demonstrated strong expertise across various industries, including Retail, Information Technology, Education, and Financial Services. Clients commend their technical proficiency, timely project delivery, and effective communication. In Retail, they enhanced user experiences and search visibility. In IT, they improved platform performance and reliability. In Education, they developed mobile and web applications, while in Financial Services, they bolstered QA processes. Overall, Edvantis is well-suited for clients seeking development solutions in e-commerce, software, and digital transformation projects.

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    Select Industry to see insights

    Consulting Information technology Media Other Industry Research Healthcare Business services Automotive Consumer Products Energy & natural resources Financial services Engineering IT Services Education Other industries Real estate Manufacturing Hospitality & leisure Software Retail

    Average Project Cost Breakdown

    $200,000 to $999,999 (11) $1,000,000 to $9,999,999 (6) $10,000 to $49,000 (3) $50,000 to $199,999 (3)

    What Clients Have Said

    Edvantis consistently demonstrates strong value for money, with multiple clients highlighting their competitive pricing and high-quality deliverables. Clients appreciate the agency's ability to stay within budget while delivering on time, as noted by a CEO who emphasized their reliability and adherence to agreed costs. Overall sentiment reflects satisfaction with the cost-effectiveness of their services, making them a preferred choice for various projects.
    Read All Reviews

    View projects from:

    United States (20) Germany (14) Sweden (2) Austria (1) Belgium (1) Canada (1) Denmark (1) India (1) Israel (1) Lithuania (1) Netherlands (1) England (1)
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  • Ekasmin Logotype

    Ekasmin

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    100% AI Development

    Ekasmin , a small AI firm, is in Vancouver , Canada. The team offers Artificial Intelligence and AI Consulting.

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  • Seaters A.I. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Machelen, Belgium

    Services provided

    25% AI Consulting
    25% AI Development
    25% Fulfillment +1 service
    25% Generative AI

    Seaters A.I. Is an artificial intelligence company headquartered in Machelen, Belgium and New York, New York. They focus on Artificial Intelligence and Fulfillment and were established in 2014.

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  • Featured

    What are Featured Providers?

    Snotor Logotype

    Snotor

    5.0 35 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Rīga, Latvia

    Services provided

    30% Custom Software Development
    25% AI Development
    20% IT Staff Augmentation +3 services
    10% Mobile App Development
    10% Web Development
    5% UX/UI Design

    Snotor is a versatile development company specializing in software and mobile app development, AI solutions, and technical audits. Their reviews on Clutch.co are overwhelmingly positive, with consistent praise for their technical expertise, communication, and project management. Approximately 100% of the reviews commend Snotor's responsiveness and reliability, emphasizing their collaborative approach and commitment to project success.

    See all 35 projects

    Reviews mention Collaborative

    Snotor has received positive feedback regarding its collaborative approach, with clients noting their clear communication and responsiveness throughout project development. One client highlighted Snotor’s ability to understand complex technical requirements while actively contributing ideas that aligned with their long-term vision. Another client praised Snotor's structured project management, which facilitated timely delivery of milestones and effective adaptation to changing needs. Overall, the sentiment reflects a strong appreciation for Snotor's commitment to partnership and quality in collaboration.
    • Website & Product Development for Financial Services Firm
      5.0 Oct 21, 2019

      All the people we have been in contact with have performed to the best of their ability and have provided good input and alternatives in difficult situations. They're service-minded people who spend time understanding the customer and the product. This type of collaboration has made it easy to carry out a fairly heavy project in general.

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    • Custom Software & AI Dev for Digital Solutions Company
      5.0 Jun 26, 2026

      Snotor managed the project professionally, maintaining clear communication and transparency throughout the development process. Deliverables were provided according to the agreed milestones, and the team was responsive whenever we had questions, feedback, or new ideas. They took the time to understand both the technical requirements and our long-term product vision, offering valuable suggestions that improved the final solution. Their collaborative approach made the entire development process efficient and enjoyable.

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    • Training App Dev & UI/UX Design for Musical Instrument Co
      5.0 May 21, 2026

      Snotor demonstrates a structured and transparent project management approach throughout the development process. Communication is consistent, timelines are clearly defined, and project milestones are delivered according to agreed expectations. The team responds quickly to feedback, adapts efficiently to changing requirements, and proactively proposes technical and product improvements when needed. What stands out most about Snotor is their combination of strong technical expertise and a highly collaborative approach. The team is proactive, responsive, and genuinely invested in the success of the product rather than simply executing tasks.

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    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    Snotor has received highly positive feedback in recent reviews, highlighting their strong communication and project management skills. Clients praised the team's responsiveness and proactive approach, with one reviewer noting that their Customer Success Manager played a crucial role in the project's success. Deliverables were consistently met on time, and the technical expertise demonstrated by Snotor was particularly impressive. Overall, clients expressed satisfaction with the collaboration, citing a reliable partnership and successful project outcomes.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (14) $50,000 to $199,999 (4) Less than $10,000 (1)

    What Clients Have Said

    Snotor has received positive feedback regarding their overall cost and value for money. Clients frequently noted that their pricing aligns well with budgets, with comments such as 'good value for cost' and 'pricing fit our budget.' One client emphasized that Snotor consistently delivers high-quality work ahead of schedule, enhancing the perceived value. Overall sentiment reflects satisfaction with Snotor’s affordability and the quality of their services, making them a desirable partner for various projects.
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    View projects from:

    United States (6) Australia (3) France (3) Germany (2) Ukraine (2) Norway (2) Malta (1) Netherlands (1) Latvia (1) Poland (1) Italy (1) Belgium (1) England (1)
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    Kraftors AI&R Logotype

    Kraftors AI&R

    4.9 40 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

    40% AI Development
    20% AR/VR Development
    10% AI Agents +3 services
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development

    Kraftors AI & R is a versatile technology company specializing in AI solutions, app development, and digital platform modernization. Reviews highlight their effective project management, responsiveness, and solution-oriented approach, with 100% of customers praising their ability to understand and address client needs. The company is noted for delivering high-quality work within budget, often exceeding client expectations, making them a reliable partner for complex technological projects.

    See all 40 projects

    Reviews mention Creative

    Kraftors AI & R has received positive feedback regarding its creative solutions, particularly for developing bespoke systems tailored to client needs. Clients praised the company's ability to innovate within their projects, such as creating a highly accurate AI fraud detection model and a dynamic employee engagement platform. The team's deep understanding of technology and commitment to delivering effective solutions were highlighted as impressive. Overall sentiment reflects satisfaction with Kraftors AI & R's creativity and adaptability in addressing complex challenges.
    • AI-Powered Solution Dev for Financial & Digital Solutions Co
      5.0 Oct 6, 2024

      The most impressive thing, however, was their profound understanding of AI technologies and how best to adapt these to our business demands. Creatively reworking the problem so that they were able to build not only a highly accurate model, but also one that could change as our needs and input sources changed. The team blew up everyone's brains with how committed they were to delivering a functional, top-of-the-line system.

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    • Custom Platform Dev for Employee Engagement Platform
      5.0 Sep 24, 2024

      They made it easy to look good, delivering a very tailored solution which worked exactly as intended against our engagement goals. Not only do they identify our needs and focus, but their style of combining recognition with feedback is also inventive.

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    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Kraftors AI & R has received positive feedback over the last six months, with clients highlighting their exceptional project management and solution-oriented approach. One client praised their adaptability and collaborative attitude, stating the team evolved into solution providers rather than just tech developers. Another client commended their responsiveness and commitment to understanding the project's needs. Overall, clients express high satisfaction with the quality of work delivered, often exceeding expectations, with no significant areas for improvement noted.
    Read 6 Recent Reviews

    Industry Experience

    Kraftors AI & R has demonstrated its expertise across diverse industries, including Information Technology, Medical, Education, Financial Services, and Retail. Clients consistently praise Kraftors AI & R for their strong project management, flexibility, and solution-oriented approach, which have significantly improved user experiences and operational efficiencies. The overall sentiment is highly positive, indicating that businesses in technology-driven sectors seeking innovative solutions would find Kraftors AI & R to be a strong match for their project needs.

    Read All Reviews

    Select Industry to see insights

    Information technology Business services Education Financial services Healthcare Utilities Human Resources Gaming Retail Food & Beverage Design Software Arts, entertainment & music Medical Other industries

    Average Project Cost Breakdown

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

    What Clients Have Said

    Kraftors AI & R has received positive feedback regarding its cost-effectiveness and value for money. Clients noted that the pricing fit their budgets and highlighted the good value for the cost, with one client specifically mentioning that Kraftors AI & R provided great value compared to other options. Overall sentiment reflects satisfaction with the company's pricing, as it aligns well with the quality of services delivered, making it a favorable choice for various projects.
    Read All Reviews
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified Clutch Guarantee
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS is a versatile technology solutions company specializing in mobile app development, software development, and web services. The overall feedback from their clients on Clutch.co is overwhelmingly positive, with approximately 95% of reviewers appreciating their project management skills, technical expertise, and commitment to deadlines. Notably, 80% of reviews highlight their flexibility and reliable communication, making them a preferred partner for complex projects across various industries.

    See all 15 projects

    Reviews mention Knowledgeable

    Clients consistently highlight LANARS' extensive knowledge and expertise in web development. One client noted their ability to address both urgent tasks and larger projects effectively, demonstrating a deep understanding of technical requirements. The account manager's proficiency in briefing developers further underscores the team's capability to deliver tailored solutions. Overall, feedback reflects a strong sentiment towards LANARS as a knowledgeable partner, with clients expressing satisfaction in the seamless process and innovative problem-solving approaches.
    • Ongoing Web Dev Support for Crowdlending Platform
      5.0 Mar 27, 2019

      They offer a wide range of services and have a diverse knowledge of their field.

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    Read All Reviews

    Industry Experience

    LANARS has received positive feedback across multiple industries, including Information Technology, Financial Services, Manufacturing, Business Services, and Construction. Clients commend their expertise in mobile and web application development, effective project management, and adaptability to scope changes. The overall sentiment is highly favorable, particularly in IT and Financial Services, where they’ve demonstrated strong technical capabilities and communication skills. Potential clients in these sectors may find LANARS to be a suitable partner for their project needs.

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently praise LANARS for their competitive pricing and excellent value for money. One client noted that LANARS' pricing fit their budget while providing great value, stating, 'good value for cost.' Another mentioned that LANARS exceeded expectations, delivering high-quality work at a reasonable price. Overall, the sentiment reflects that LANARS offers reliable services that align well with clients' financial expectations, making them a preferred choice for various projects.
    Read All Reviews

    View projects from:

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

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    Freelancer
    Melbourn, England

    Services provided

    55% AI Development
    40% BI & Big Data Consulting & SI
    5% AI Consulting

    AI firm Cyan Q provides Artificial Intelligence and BI & big data consulting & SI. They were launched in 2022.

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  • Hitachi Solutions America Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Irvine, CA

    Services provided

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

    Hitachi Solutions America is an IT strategy consulting company located in Irvine, California. The team specializes in IT strategy consulting and IT managed services.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    5.0 62 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    20% AI Development
    20% Custom Software Development
    15% Web Development +5 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Enterprise App Modernization
    10% Generative AI
    5% Mobile App Development

    Leobit is a software development company offering services in custom software development, AI solutions, and IT consultancy. Based on the reviews provided, 100% of clients praised Leobit's technical expertise, timely delivery, and reliable project management. Approximately 90% highlighted their strong collaboration and communication, with no significant areas for improvement noted by clients.

    See all 62 projects

    Reviews mention Experienced

    Leobit received positive feedback for its expertise in modernizing applications, specifically in migrating a core desktop application to modern .NET. Clients appreciated their adherence to schedules, effective communication, and ability to understand performance requirements. One client noted that Leobit delivered a solution that reduced CPU and memory usage significantly while making future feature additions easier. Overall, the sentiment reflects satisfaction with Leobit's technical skills and project management, with no significant areas for improvement identified.
    • Web Development for Online Real Estate Investment Platform
      5.0 Apr 29, 2019

      The team’s communication and time management skills are great given the complexity of full-stack development. Leveraging expert resource allocation, Leobit assigns the right people to the appropriate tasks. The portal experiences very few bugs as a result.

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    • Custom Software Dev for Desktop Software Development Co
      5.0 Sep 15, 2026

      Leobit quickly understood the performance requirements of our product and planned the migration around our release schedule. Their .NET experience showed in how they handled old dependencies and legacy code without breaking the product for our users.

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    Read All Reviews

    Industry Experience

    Leobit has garnered positive feedback across diverse industries, including Information Technology, Non-Profit, Financial Services, and Education. Clients commend Leobit for its technical expertise, timely delivery, and effective collaboration. The company's strengths lie in developing SaaS platforms, enhancing system performance, and integrating AI solutions. Overall sentiment is highly favorable, with clients noting significant improvements in operational efficiency and user experience. Industries such as Financial Services and IT show a particular inclination for Leobit's capabilities, making them a strong match for projects requiring advanced technical solutions and ongoing support.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (6) Less than $10,000 (5)

    What Clients Have Said

    Leobit consistently receives positive feedback regarding its cost-effectiveness and overall value for money. Clients appreciate the affordability of their services, with many noting that Leobit fits well within their budget while delivering high-quality work. For instance, one client highlighted the significant cost savings compared to onshore resources, while another mentioned that Leobit provided solutions that exceeded expectations at a reasonable price. Overall, clients express satisfaction with the balance of quality and cost, indicating that Leobit is a valuable partner for development projects.
    Read All Reviews

    More responsive than most other service providers

    Leobit is very responsive

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

    TechnoYuga

    5.0 64 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    35% AI Development
    25% Custom Software Development
    25% Mobile App Development +1 service
    15% Web Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web applications, AI integration, and UX/UI design. Across numerous reviews, clients consistently praise their ability to deliver projects on time, align with company values, and provide excellent project management and communication. Notably, 100% of reviewers mention TechnoYuga's commitment to exceeding expectations and enhancing user experience, making them a reliable choice for complex tech solutions.

    See all 64 projects

    Industry Experience

    TechnoYuga has garnered positive feedback across various industries, including Financial Services, Retail, Education, and Healthcare. Clients commend their expertise in developing user-friendly applications, effective project management, and responsiveness to needs. In Financial Services, they excel in creating secure platforms that enhance client engagement. In Retail, their solutions improve customer interaction and loyalty. Their work in Education focuses on innovative learning tools, while in Healthcare, they ensure compliance with regulatory standards. Overall, TechnoYuga is well-suited for clients seeking reliable digital solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

    Software Food & Beverages Wellness & Fitness Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Media Consumer Products Retail

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    TechnoYuga Soft Pvt. Ltd. is frequently praised for its cost-effectiveness and value for money across various projects. Clients noted that the pricing fit their budgets while still delivering high-quality results, with one stating, 'Good value for cost.' Another client highlighted their ability to provide quality work on time, reinforcing the sentiment that the company offers excellent value. Overall, the feedback indicates a positive perception of their pricing relative to the quality of services provided.
    Read All Reviews

    More responsive than most other service providers

    TechnoYuga 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:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 52 reviews
    Premier Verified Clutch Guarantee
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

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

    Ahex Technologies is a versatile software development company offering services in web, mobile, and application development. With over 90% positive feedback across multiple reviews, clients consistently commend their proactive project management, technical expertise, and commitment to customer satisfaction. While most clients praised their adherence to deadlines, a few suggested improvements in DevOps expertise and initial project scoping.

    See all 52 projects

    Reviews mention Patient

    Clients have consistently praised Ahex Technologies for their patience and flexibility throughout project engagements. One managing director noted their accommodating nature and personalized service, stating, "They’re flexible, accommodating, patient, and provide a highly-personalized service." Despite facing some delays due to changing specifications, the overall sentiment remains positive, with clients expressing satisfaction with the quality of work and ongoing support offered by Ahex Technologies.
    • Intranet Portal & iOS/Android App Dev for IT Company
      5.0 Aug 2, 2018

      They’re flexible, accommodating, patient, and provide a highly-personalized service. Ahex Technologies is growing quite a lot now.

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    Read All Reviews

    Industry Experience

    Ahex Technologies has garnered positive feedback across various industries, including Manufacturing, Government, Education, and Financial Services. Clients commend their expertise in web and mobile development, emphasizing strong project management and adaptability. Manufacturing clients noted improvements in user experience and functionality, while government engagements highlighted responsiveness to compliance needs. In Education, Ahex's skills in building scalable platforms were praised. Overall, potential clients in technology-driven sectors will find Ahex's services particularly advantageous.

    Read All Reviews

    Select Industry to see insights

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

    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

    Ahex Technologies is consistently recognized for delivering strong value for money, with clients highlighting their competitive pricing and high-quality work. For instance, one client emphasized that Ahex's pricing fit their budget while providing excellent service, stating, "the quality of work they provided for the cost they charge is really value for money." Overall, feedback indicates a strong sentiment towards Ahex's ability to meet client expectations while maintaining affordability.
    Read All Reviews

    View projects from:

    India (21) United States (14) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
    View Profile Visit Website
  • AnChain.AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milpitas, CA

    Services provided

    50% AI Development
    50% Cybersecurity

    Launched in 2018, AnChain.AI is a Cybersecurity and artificial intelligence firm. Their services include Cybersecurity and Artificial Intelligence.

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  • Centific Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Redmond, WA

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Centific is a large Redmond, Washington-based artificial intelligence company. Their services include Artificial Intelligence and AI Consulting.

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  • Wysdom Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Toronto, Canada

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Wysdom, an AI company, is based in Toronto, Canada. Their services include Artificial Intelligence and AI Consulting.

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  • diconium Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Stuttgart, Germany

    Services provided

    35% AI Consulting
    35% E-Commerce Development
    30% UX/UI Design

    Diconium is a large e-commerce development company founded in 1995. Their services include E-Commerce Development and AI Consulting.

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  • Invisible Technologies Inc. Logotype

    Invisible Technologies Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999

    Services provided

    35% AI Development
    35% Robotics Process Automation
    30% Generative AI

    Invisible Technologies Inc. Is an artificial intelligence firm. In , the team offers Artificial Intelligence and Robotics Process Automation.

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  • QueueLogix Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    50 - 249
    Dacula, GA

    Services provided

    60% Blockchain Marketing
    20% AI Consulting
    20% CRM Consulting and SI

    QueueLogix, a Blockchain Marketing company, is located in Dacula, Georgia. Their services include Blockchain Marketing and CRM consulting and SI.

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  • Arbol Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    New York, NY

    Services provided

    50% AI Consulting
    50% Blockchain

    Arbol is a Blockchain and AI Consulting company. The team is headquartered in New York, New York, and their services include Blockchain and AI Consulting.

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  • Flint Learning Solutions Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Toronto, Canada

    Services provided

    80% AI Development
    20% Video Production

    Flint Learning Solutions Inc. Is an AI development company. Founded in 2004, the agency provides Artificial Intelligence and Video Production.

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  • Radical Minds Technologies Pvt Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Gurugram, India

    Services provided

    15% Call Center Services
    15% Customer Service Outsourcing
    10% Back Office Outsourcing +12 services
    5% AI Consulting
    5% AI Development
    5% API Development
    5% Custom Software Development
    5% Digital Engineering
    5% Generative AI
    5% Mobile App Development
    5% Robotics Process Automation
    5% Social Media Marketing
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Radical Minds Technologies Pvt Ltd, a large answering service, is in Gurugram, India. Their services include Call Center Services and Customer Service Outsourcing.

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  • Matdun Logotype

    Matdun

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    80% AI Development
    20% IoT Development

    Matdun is an AI development company launched in 2020. Their team specializes in Artificial Intelligence and IoT development.

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  • WGA Consulting, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Torrance, CA

    Services provided

    50% AI Consulting
    50% Business Consulting

    WGA Consulting, LLC is a Business Consulting and AI Consulting company established in 2000. Their services include Business Consulting and AI Consulting.

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  • Smartlogiq Limited Logotype

    Smartlogiq Limited

    Not yet reviewed

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

    Services provided

    15% IT Staff Augmentation
    15% Low/No Code Development
    10% AI Development +8 services
    10% Custom Software Development
    10% Enterprise App Modernization
    10% IT Strategy Consulting
    10% Mobile App Development
    5% AI Consulting
    5% AR/VR Development
    5% Application Testing
    5% Generative AI

    Smartlogiq Limited is a midsize London, England-based artificial intelligence development company. The team provides Artificial Intelligence and IT staff augmentation.

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  • Angkor High Solutions Co Ltd Logotype

    Angkor High Solutions Co Ltd

    Not yet reviewed

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

    Services provided

    20% Data Annotation Services
    15% Customer Service Outsourcing
    15% Sales Outsourcing +5 services
    10% AI Consulting
    10% AI Development
    10% Generative AI
    10% Graphic Design
    10% Web Design

    Angkor High Solutions Co Ltd, a Data Annotation Services company, is based in Phnom Penh, Cambodia. The team offers Data Annotation Services and Customer Service Outsourcing.

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  • Ventura Learning Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Pimpri-Chinchwad, India

    Services provided

    40% Video Production
    20% AI Consulting
    20% AI Development +1 service
    20% Generative AI

    Video production agency Ventura Learning Technologies was founded in 2020. The team focuses on Video Production and Artificial Intelligence and is headquartered in Pimpri-Chinchwad, India.

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  • TeraCrunch Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Overland Park, KS

    Services provided

    40% AI Consulting
    40% AI Development
    10% API Development +1 service
    10% Market Research

    Launched in 2013, TeraCrunch is an AI firm. The agency specializes in Artificial Intelligence and AI Consulting, and is small.

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  • Judini Logotype

    Judini

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% Generative AI
    30% API Development

    Judini is a Generative AI company. They were established in 2023 and specialize in Generative AI and API Development.

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  • LaunchX AI Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Middletown, DE

    Services provided

    70% AI Development
    10% API Development
    10% DevOps Managed Services +1 service
    10% Mobile App Development

    Established in 2019, LaunchX AI Technologies is a small artificial intelligence firm. Their team focuses on Artificial Intelligence and Mobile App Development.

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  • Aimped Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    McLean, VA

    Services provided

    80% Generative AI
    10% Content Marketing
    10% Content Writing Services

    Aimped is a Generative AI company headquartered in McLean, Virginia. They focus on Generative AI and Content Writing Services.

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  • Anyword Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    New York, NY

    Services provided

    80% Generative AI
    10% Content Marketing
    10% Content Writing Services

    Anyword is a Generative AI company. They offer Generative AI and Content Writing Services and were launched in 2021.

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  • Epoxy.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Berwyn, PA

    Services provided

    80% AI Development
    20% BI & Big Data Consulting & SI

    Epoxy.ai is an AI firm. The Berwyn, Pennsylvania-based agency was founded in 2020. Their team focuses on Artificial Intelligence and BI & big data consulting & SI.

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  • GlobaSteer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Trappe, PA

    Services provided

    70% BI & Big Data Consulting & SI
    30% AI Development

    Founded in 2016, GlobaSteer is a data analytics company. The firm focuses on BI & big data consulting & SI and Artificial Intelligence, and is midsize.

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  • APARAVI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Columbus, OH

    Services provided

    50% Generative AI
    25% BI & Big Data Consulting & SI
    25% Compliance Consulting

    Founded in 2018, APARAVI is a Generative AI company. The firm offers Generative AI and BI & big data consulting & SI.

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  • Mixpanel Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    London, England

    Services provided

    60% BI & Big Data Consulting & SI
    40% AI Development

    Big data analytics company Mixpanel provides BI & big data consulting & SI and Artificial Intelligence. They are based in London, England.

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  • InovIntell Logotype

    InovIntell

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    60% AI Development
    40% BI & Big Data Consulting & SI

    InovIntell is an AI company. Headquartered in Krakow, Poland, the firm provides Artificial Intelligence and BI & big data consulting & SI.

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  • Psiwire Logotype

    Psiwire

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% AI Consulting
    30% BI & Big Data Consulting & SI

    Founded in 2004, Psiwire is an AI Consulting company. The team provides AI Consulting and BI & big data consulting & SI.

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  • Data Clymer Logotype

    Data Clymer

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

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

    Data Clymer is a big data analytics company and AI Consulting company. Established in 2016, the firm focuses on BI & big data consulting & SI and AI Consulting.

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  • Curate Data Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Wilmington, DE

    Services provided

    60% Generative AI
    40% BI & Big Data Consulting & SI

    Generative AI company Curate Data is based in Wilmington, Delaware. Their services include Generative AI and BI & big data consulting & SI.

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  • Nividous Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sacramento, CA

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Launched in 2011, Nividous is a midsize Sacramento, California-based AI firm and Robotics Process Automation company. Their team provides Artificial Intelligence and Robotics Process Automation.

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  • Informed.IQ Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Based in San Francisco, California, Informed.IQ is a midsize AI firm and Robotics Process Automation company. The team specializes in Artificial Intelligence and Robotics Process Automation.

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  • Algonox Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Piscataway, NJ

    Services provided

    50% AI Development
    40% Robotics Process Automation
    10% IT Strategy Consulting

    Algonox Technologies is an AI firm. They are based in Piscataway, New Jersey and Hyderabad, India. Their team provides Artificial Intelligence and Robotics Process Automation.

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  • Cuber AI Logotype

    Cuber AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    70% Generative AI
    30% Robotics Process Automation

    Generative AI company Cuber AI is in Saratoga, California. They specialize in Generative AI and Robotics Process Automation and were launched in 2021.

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  • Shastic Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berkeley, CA

    Services provided

    60% AI Development
    40% Robotics Process Automation

    Shastic is an artificial intelligence firm. Their small team of employees is based in Berkeley, California. Their team specializes in Artificial Intelligence and Robotics Process Automation.

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  • RCMS, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Westlake, OH

    Services provided

    50% Generative AI
    50% Robotics Process Automation

    RCMS, LLC, a Robotics Process Automation and Generative AI company, is located in Westlake, Ohio. They specialize in Robotics Process Automation and Generative AI.

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  • Avenir Digital Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Raleigh, NC

    Services provided

    80% AI Development
    20% Robotics Process Automation

    Avenir Digital Inc, an AI firm, is in Raleigh, North Carolina and London, England. They focus on Artificial Intelligence and Robotics Process Automation.

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  • Laiye Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    London, England

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Laiye, a midsize AI firm and Robotics Process Automation company, is in London, England. The team provides Artificial Intelligence and Robotics Process Automation.

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  • DRUID AI Logotype

    DRUID AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    70% Generative AI
    30% Robotics Process Automation

    DRUID AI is a Generative AI company. They are based in London, England and have midsize team of experts. Their services include Generative AI and Robotics Process Automation.

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  • Rossum Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    60% AI Development
    40% Robotics Process Automation

    Rossum is an artificial intelligence development company. The team focuses on Artificial Intelligence and Robotics Process Automation and is headquartered in London, England.

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  • Acronotics Limited Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    40% Robotics Process Automation
    10% Custom Software Development

    Founded in 2017, Acronotics Limited, a midsize AI company, is located in London, England and Millburn, New Jersey. Their team provides Artificial Intelligence and Robotics Process Automation.

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  • OMFYS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    50% Robotics Process Automation

    OMFYS is an artificial intelligence development company and Robotics Process Automation company. The London, England-based agency provides Artificial Intelligence and Robotics Process Automation.

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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 AgileEngine
2 Cheesecake Labs – AI, Data, & Product
3 STX Next
4 Quytech
5 DianApps
6 Merixstudio
7 Konstant Infosolutions
8 Dualboot Partners
9 fxis.ai
10 OTAKOYI
11 Onix-Systems
12 Neoteric
13 WPWeb Infotech
14 eSparkBiz
15 Valere

List of the Best Artificial Intelligence Companies

  1. AgileEngine Logotype

    AgileEngine

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Ability to deliver

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

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website
  7. Konstant Infosolutions Logotype

    Konstant Infosolutions

    $5,000+
    $25 - $49 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

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

    Service focus

    32% AI Development
    68% Other
    View Profile Visit Website
  8. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

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

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  9. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

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

    OTAKOYI

    $50,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Ability to deliver

    39/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  11. Onix-Systems Logotype

    Onix-Systems

    $25,000+
    $25 - $49 / hr
    250 - 999
    Kropyvnytskyi, Ukraine

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  12. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  13. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  14. eSparkBiz Logotype

    eSparkBiz

    $10,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  16. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  18. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

    38.6/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    blackthorn.ai

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

    Ability to deliver

    38.5/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  21. ScienceSoft Logotype

    ScienceSoft

    $5,000+
    $50 - $99 / hr
    250 - 999
    McKinney, TX

    Ability to deliver

    38.4/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  22. BEON.tech Logotype

    BEON.tech

    $50,000+
    $25 - $49 / hr
    50 - 249
    Buenos Aires, Argentina

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    9.8/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  23. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    BotsCrew

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

    Ability to deliver

    38.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  30. DigitalSuits - Shopify Plus Partner Logotype

    DigitalSuits - Shopify Plus Partner

    $5,000+
    $50 - $99 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website

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Updated September 29, 2026
Hannah Hicklen

What's the difference between generative AI vs. agentic AI? Clutch explains both types, their impact on your work, and what to consider before using them.

Artificial Intelligence Scaling
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Most people building AI agents aren't developers; they’re non-tech workers. Learn how to build your own AI agent to automate daily tasks with no coding...

Artificial Intelligence Product Launch, Scaling
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Anyone can create their own AI agent, even without coding experience. Clutch has compiled a list of the top 10 agentic AI coding tools for all skill levels.

Artificial Intelligence Product Launch, Scaling

Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems based on a proprietary methodology. The top artificial intelligence companies for 2026 include:

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.

Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.

Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.

AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:

  • Discovery workshops and feasibility studies
  • Data collection, cleansing, and labeling
  • Model selection, training, and evaluation
  • MLOps: automation of deployment, monitoring, and retraining
  • Custom app or API development to surface AI insights
  • Post-launch optimization and support

Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.

  • Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
  • No access to training data or model artifacts
  • Overreliance on black-box tools without explainability options
  • Limited post-deployment monitoring or support
  • Vague pricing and change-order policies

  • How have you solved a similar problem for another client?
  • Which metrics will define project success, and how will we measure them?
  • Who owns the trained models and underlying data?
  • What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
  • How often will models be retrained or updated?
  • Which cloud or on-prem platforms do you recommend, and why?

Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.

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