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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: May 12, 2026
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15 Leaders 15 Contenders

23,003 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 84 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform is a versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.

    See all 84 projects

    Reviews mention Timely

    Client feedback regarding Simform's timeliness is overwhelmingly positive, with multiple reviews highlighting their consistent ability to meet deadlines and deliver on schedule. One client noted that every milestone was delivered on time and praised the team's proactive communication, ensuring clarity throughout the project. Another client emphasized that Simform's project management was structured and reliable, facilitating smooth progress. Overall, clients appreciate Simform's commitment to timely delivery, which has been critical for their projects' success.
    • Software & Architecture Dev & DevOps for Staff Aug Company
      5.0 Mar 6, 2024

      Simform always delivers items in a timely fashion - and went above and beyond to meet our needs. Their talent development, ongoing training, and recruitment speed are impressive. This ensures that all developers we worked with were top notch and delivered in a very timely fashion.

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    • Mobile App Development for Digital Transformation Agency
      4.5 Aug 24, 2023

      Timely delivery - Delivering key features on timely manner. Quality - the features were development with quality and had less bugs. Yes, the items were delivered on time. There were a couple of instances where the timezone difference caused some issues, but the management resolved them and ensured that they did not recur.

      Read Full Review
    • Staff Augmentation for E-Commerce Marketing Platform
      5.0 Jul 4, 2023

      Simform provides all the necessary management resources in a timely and professional manner. All levels of the business relationship have been served and we've been in conversation with senior figures regularly within Simform as we guide the program together.

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    • Mobile App Dev for Consumer Transactional Data SaaS Company
      5.0 Jun 23, 2023

      Simform has been (and continues to be) responsive to our needs as expressed and timely with overall responses and support. The assigned Project Manager was even replaced at the conclusion and handoff of the initial deliverable. They quickly come up to speed on the project and continue to provide the same great support.

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    • Custom Software Dev for an IT Consulting Company
      5.0 Jun 23, 2023

      Simform has delivered on time and on budget. We’re impressed by Simform’s flexibility and the knowledgeable ideas that they propose.

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    3 of 4 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent client feedback for Simform highlights their strong project management, timely delivery, and effective communication. Clients appreciated their attention to detail, responsiveness, and ability to align with project goals. One client noted, "Simform has been a true partner...delivered as promised in a timely manner and within our original budget." Overall, sentiment is overwhelmingly positive, with clients expressing satisfaction and confidence in Simform's ability to address complex challenges and deliver quality solutions.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What Clients Have Said

    Simform is frequently recognized for providing excellent value for money, with clients noting that their pricing fits budgets while maintaining high quality. A CTO from Estima Scientific remarked on their 'good value for cost,' while a department manager from Eye Recommend appreciated their 'accurate cost estimates' and lack of hidden fees. Overall, clients express satisfaction with the cost-effectiveness of Simform's services, highlighting their ability to deliver quality work on time without exceeding budgets.
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    United States (49) 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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    Designli Logotype

    Designli

    5.0 77 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Greenville, SC

    Services provided

    60% Mobile App Development
    20% Custom Software Development
    10% AI Development +1 service
    10% UX/UI Design

    Designli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.

    See all 77 projects
    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the past six months, Designli has received positive feedback for their proficiency in project management and responsiveness. Clients praised their ability to deliver high-quality prototypes and detailed technical documentation, enhancing investor confidence. For instance, one client noted, 'Designli was extremely proactive, responsive, and open to feedback.' However, there were suggestions for improvement in design integration. Overall, sentiment remains highly favorable, with clients recommending Designli for their collaborative approach and timely delivery.
    Read 3 Recent Reviews

    Industry Experience

    Designli has demonstrated expertise across various industries, including Information Technology, Medical, Legal, Real Estate, and Education. Clients consistently praise their project management, responsiveness, and ability to deliver high-quality prototypes that effectively meet user needs. Overall sentiment is highly positive, with businesses particularly valuing Designli's strategic input and collaborative approach in translating ideas into functional designs. Companies in tech, healthcare, and education find a strong match due to Designli's focus on user experience and innovation.

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    Select Industry to see insights

    Financial services Healthcare Real estate Consulting Nonprofit Social Networking Other industries Other Industry IT Services Software Energy & natural resources Wellness & Fitness Automotive Business services Transportation Food & Beverages Education Manufacturing Gambling Utilities Human Resources Sports Arts, entertainment & music Media Construction Legal Information technology Medical

    More responsive than most other service providers

    Designli is very responsive

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

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    United States (65) Saudi Arabia (2) Canada (1) Kenya (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 69 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel is a versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.

    See all 69 projects

    Reviews mention Reasonable pricing

    Clients consistently highlight Blue Label Labs' reasonable pricing as a significant advantage. One client emphasized that their value proposition was compelling, as many competitors offered more extensive services at substantially higher costs. Additionally, the billing practices were noted for their transparency, with no unexpected charges beyond initial estimates. Overall, the sentiment surrounding pricing is overwhelmingly positive, reflecting satisfaction with the cost-effectiveness of the services provided.
    • App Development for SMB Funding Company
      5.0 May 18, 2016

      The billing is very on target; they don't say one thing and then try to bill for a lot more than they had estimated. They just work well with the people at every level here, from relatively new developers to people that are fairly senior.

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

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight strong client satisfaction, particularly regarding their communication and project management. A client from Zip praised their effective design process and alignment with team values, while a manufacturing VP emphasized BlueLabel's exceptional customer service and responsiveness. The implementation of an AI digital assistant and modernization of workflows resulted in significant efficiency gains, including a 75% reduction in expert lookup time. Overall, clients express confidence in BlueLabel as a dedicated and capable partner.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Clients generally perceive BlueLabel as providing strong value for money, often citing their responsiveness and project management as key strengths. For instance, one client highlighted that they were able to cut costs significantly by reducing dispatch calls by over 50% due to effective automation. Another client praised their transparent pricing, noting that they felt the costs were reasonable for the quality delivered. Overall, feedback indicates satisfaction with the balance of cost and quality, though there are mentions of minor communication issues that could be improved.
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    United States (66) Thailand (1) United Arab Emirates (1)
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  • S2 Data Systems Private Limited Logotype

    S2 Data Systems Private Limited

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Development
    20% API Development
    20% Cloud Consulting & SI +2 services
    20% Digital Engineering
    20% Web Development

    Cloud consulting & SI company S2 Data Systems Private Limited is in Pune, India. The team focuses on cloud consulting & SI and Web Development.

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  • Parijat Software Inc Logotype

    Parijat Software Inc

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    30% Custom Software Development
    30% Web Development
    20% API Development +1 service
    20% Generative AI

    In London, Canada, Parijat Software Inc is a small software development firm. The team provides Custom Software Development and Web Development.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 22 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 versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.

    See all 22 projects

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

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

    Azumo is very responsive

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

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

    TELUS Digital

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Collaborative

    The sentiment regarding collaboration with TELUS International and WillowTree is overwhelmingly positive. Clients noted TELUS International's proactive communication and commitment to ongoing formal meetings to address issues collaboratively. WillowTree's dedication to client vision was highlighted, with one client emphasizing their willingness to iterate until complete satisfaction was achieved. Another client praised WillowTree for their adaptability and transparency throughout the project. Overall, both companies foster strong collaborative environments that enhance project outcomes.
    • Custom Development for Healthcare Billing Platform
      5.0 Aug 20, 2020

      Having said that, it’s still very collaborative. We have ongoing formal meetings at the operational management level to continue our relationship and stay on top of any issues or development items we need to build onto the system.

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    • Mobile App Dev for Sports News Network
      5.0 Sep 12, 2018

      They’re collaborative and easy to work with. They’re not afraid to make suggestions for improvements and do a lot of research on their own to find better options.

      Read Full Review
    • App Design and UX Strategy for Financial Services Firm
      5.0 Feb 15, 2017

      WillowTree's team is extremely collaborative and open to our opinions. They've taken our inputs and incorporated them in a way which made sense, but also pushed back when it was necessary.

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

      What set WillowTree apart was their dedication to our vision. I have found that other design consultants become impatient and eager to hand over the design after 3–4 iterations; WillowTree emphasized from the beginning of our partnership that they wouldn’t stop until we were 100% satisfied. Their team was incredibly receptive of the pitches and ideas that our internal designers sent them throughout the project. Our partnership was collaborative, transparent, and honest, which is not something you usually get.

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    • Mobile App Dev for Data Science Clinic
      5.0 May 23, 2018

      They were excellent communicators. They were reactive when needed, and they were proactive when they saw a way to improve our product. They met all of our deadlines, and they ensured that we were getting their best work. They were collaborative and transparent throughout the project.

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    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
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    United States (23) Canada (1)
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    Qubika Logotype

    Qubika

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

    Services provided

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

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

    See all 61 projects

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Qubika is very responsive

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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • Evolversoft Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Evolversoft, a web design company, was founded in 2023. The firm focuses on Web Design and UX/UI Design.

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  • Statssy Logotype

    Statssy

    Not yet reviewed

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

    Services provided

    45% Business Consulting
    20% AI Consulting
    15% Supply Chain Management +2 services
    10% BI & Big Data Consulting & SI
    10% Logistics & Supply Chain Consulting

    Statssy is an Indore, India-based Business Consulting company. Established in 2021, the team offers Business Consulting and AI Consulting.

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  • Bardcode Logotype

    Bardcode

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Bardcode is an UX design company. Their small team is located in Rogowo, Poland. Their services include UX/UI Design and BI & big data consulting & SI.

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  • Axiabits Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Search Engine Optimization +3 services
    20% Social Media Marketing
    10% Low/No Code Development
    10% Web Development

    Axiabits is a social media marketing agency. They offer Social Media Marketing and Search Engine Optimization and are in اسلام آباد, Pakistan.

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  • Lean Engineering Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    2 - 9
    Johnson City, TN

    Services provided

    50% Web Development
    30% IT Strategy Consulting
    20% AI Development

    Lean Engineering is a website development firm. Their small team of employees is based in Johnson City, Tennessee. Their team offers Web Development and IT strategy consulting.

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  • Featured

    What are Featured Providers?

    Sketch Development Logotype

    Sketch Development

    5.0 20 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

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

    Sketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.

    See all 20 projects
    4 of 4 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In recent reviews, clients have lauded Sketch Development for their exceptional project management and responsiveness. The president of Crumrine Property Tax Advisors noted a significant reduction in invoicing time due to the custom software solution provided, stating they were 'beyond impressed.' Similarly, the Sr. Manager at Tennessee Alliance for Economic Mobility praised the team's ability to deliver projects on time and exceed expectations. Overall, sentiment is overwhelmingly positive, with clients highlighting the company's professionalism and expertise.
    Read 4 Recent Reviews

    Industry Experience

    Sketch Development has demonstrated expertise across various industries, including Utilities, Non-profit, Healthcare, Financial Services, Insurance, Manufacturing, and Real Estate. Clients commend their deep knowledge of project management tools like Jira and Agile methodologies, resulting in improved operational efficiency and streamlined processes. Feedback highlights strengths in responsiveness, training quality, and the ability to tailor solutions to specific needs, indicating a strong fit for organizations seeking impactful technology and Agile transformations.

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    Select Industry to see insights

    Real estate Healthcare Consulting Manufacturing Medical Financial services Consumer Products Insurance Other Industry Banks Non-profit Utilities

    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 (8) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    50% AI Development
    20% Custom Software Development
    15% AI Consulting +3 services
    5% Generative AI
    5% IT Staff Augmentation
    5% UX/UI Design

    Phaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.

    See all 28 projects

    Reviews mention Puts the customer first

    Phaedra Solutions demonstrates a strong customer-first approach, as highlighted by a CEO's feedback emphasizing the dedicated project manager who genuinely cared about the project. The team actively listened and crafted a comprehensive plan tailored to the client's unique needs, showcasing their commitment to understanding and delivering on client expectations. The client expressed satisfaction with the ongoing communication and progress monitoring, ultimately leading to an enterprise-level project delivered within 10 months, exceeding expectations.
    • Custom Software Dev for Online Marketing Agency
      5.0 Oct 11, 2021

      This is one of the things I really liked about them. They assigned a dedicated PM. We met every morning to discuss upcoming and completed work. We used an ongoing progress board(Click-up) so I could look on my own, to monitor progress. This was something no other developer had done. Their commitment, the P.M. really seemed to care. I am not technical and I encouraged my PM to make suggestions and to help steer me clear of potential pitfalls. He did that and more. They really understood and identified with the project. Their efforts were invaluable.

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    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the last six months, clients have consistently praised Phaedra Solutions for their professionalism, timely delivery, and effective communication. One client highlighted their ability to transform a prototype into a fully functional application, while another noted a significant reduction in bugs and improved system stability. Overall, the sentiment is overwhelmingly positive, with clients appreciating the team's responsiveness and strong project management skills, indicating a high level of satisfaction with their services.
    Read 4 Recent Reviews

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Information Technology, Consumer Products & Services, Legal, Non-Profit, and Retail. Clients commend their professionalism, project management, and technical skills, highlighting successful software development, UI/UX design, and system implementations. The overall sentiment reflects high satisfaction, particularly in IT and legal sectors, suggesting they are well-suited for complex digital projects requiring robust technical solutions.

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    Select Industry to see insights

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 52 reviews
    $1,000+
    < $25 / hr
    10 - 49
    Kolkata, India

    Services provided

    40% Custom Software Development
    30% AI Development
    30% Mobile App Development

    Growth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.

    See all 52 projects

    Reviews mention Creative

    Clients commend Growth Loops Technology Private Limited for their creativity and innovative approach, highlighting their ability to bring fresh ideas and a strong vision to projects. One client noted their openness to experimentation, which significantly enhanced the development process. Additionally, their operational effectiveness and focus on client needs were praised, contributing to a highly satisfactory collaboration. Overall, feedback reflects a positive sentiment regarding the company's creative capabilities.
    • Banking System & API Dev & UX/UI Design for Software Company
      5.0 Aug 30, 2024

      Their business is notable for its operational effectiveness, client attention, and inventiveness.

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    Average Project Cost Breakdown

    $10,000 to $49,000 (11) Less than $10,000 (4) $50,000 to $199,999 (4) $200,000 to $999,999 (2)

    What Clients Have Said

    Clients consistently highlight Growth Loops Technology Pvt Ltd's competitive pricing and excellent value for money. Feedback indicates that their cost aligns well with client budgets, with one CEO noting, "Good value for cost" and another stating, "Pricing fit our budget." Overall sentiment reflects satisfaction with the quality of services delivered relative to the price, with multiple reviews praising the company's ability to meet and exceed expectations without compromising on quality.
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    More responsive than most other service providers

    Growth Loops Technology Private Limited is very responsive

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

    View projects from:

    United States (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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  • Aionomy Interactive Private Limited Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Digital Strategy
    20% SMS Marketing +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Aionomy Interactive Private Limited, a Digital Strategy company, was founded in 2023. The team provides Digital Strategy and Social Media Marketing.

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  • Pentafold Ltd Logotype

    Pentafold Ltd

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    IT strategy consulting company Pentafold Ltd is based in Bristol, England. Founded in 2022, the team specializes in IT strategy consulting and Web Development.

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  • Featured

    What are Featured Providers?

    TechnoYuga Logotype

    TechnoYuga

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

    Services provided

    50% AI Development
    25% Custom Software Development
    25% Mobile App Development

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.

    See all 64 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients commend TechnoYuga Soft Pvt. Ltd. for their professionalism, effective project management, and the delivery of high-quality solutions. One client noted the development of a user-friendly financial dashboard that significantly improved reporting accuracy and decision-making efficiency. Another highlighted the company's adaptability and commitment to exceeding expectations. Overall, the sentiment is highly positive, with clients appreciating the value for cost and the alignment of company values.
    Read 1 Recent Review

    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

    Clients consistently highlight TechnoYuga Soft Pvt. Ltd.'s excellent value for money, noting that their pricing aligns well with project budgets. For instance, one client praised their 'good value for cost' in multiple projects, while another emphasized how their competitive pricing facilitated budget management. Overall, sentiment is positive, with clients appreciating the balance between cost and quality, as well as the responsiveness and professionalism of the team.
    Read All Reviews

    More responsive than most other service providers

    TechnoYuga is responsive

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

    View projects from:

    India (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
    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Web Development
    25% AI Development
    15% Mobile App Development +4 services
    10% Blockchain
    10% Custom Software Development
    3% AI Consulting
    2% IT Strategy Consulting

    S-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.

    See all 46 projects

    Reviews mention Trustworthy

    Clients express a strong sense of trust in S-PRO, highlighting their reliability and expertise. One client noted that their users are 'really satisfied' with the new functionalities, leading to renewed contracts and trust. Another client emphasized the professionalism of S-PRO's team, stating they felt a strong personal connection and could trust them completely. Overall, feedback indicates a high level of satisfaction with S-PRO's ability to deliver quality work on time, fostering a trustworthy relationship.
    • Mobile App Dev for Entrepreneur
      5.0 Mar 2, 2017

      I was very pleased S-PRO’s team and services. S-PRO's members are very good people. I visited them in Ukraine. S-PRO has a great working environment and a young, energetic team who I could trust. They're trying to innovate on how the business is being developed.

      Read Full Review
    Read All Reviews

    Industry Experience

    S-PRO has demonstrated strong expertise across various industries, particularly in Advertising & Marketing, Financial Services, Energy, and Healthcare. Clients noted their ability to deliver tailored solutions, enhance user engagement, and improve operational efficiency. Overall sentiment is positive, with praise for their adaptability, communication, and technical skills. Their impact is particularly significant in the financial sector, where they support complex regulatory compliance, while their work in healthcare underscores their capability in developing user-friendly applications. This makes them a suitable partner for projects in these areas.

    Read All Reviews

    Select Industry to see insights

    Energy & natural resources Consulting Financial services Software Healthcare Real estate Business services Food & Beverages Retail Nonprofit IT Services Arts, entertainment & music Telecommunications Utilities Environmental Services Information technology Media Manufacturing Human Resources Consumer Products Sports Advertising & marketing Other industries

    Average Project Cost Breakdown

    $50,000 to $199,999 (17) $10,000 to $49,000 (13) $200,000 to $999,999 (9) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Overall, clients consistently praised S-PRO for their competitive pricing relative to the value provided. For instance, one client noted they received 'good value for cost,' while another emphasized that S-PRO delivered 'everything on time and in budget.' Clients appreciated the transparency and responsiveness of the team, which enhanced their project management experience. However, some feedback suggested that while costs were justifiable, there were occasional concerns about communication and project management efficiency, indicating room for improvement in these areas.
    Read All Reviews

    More responsive than most other service providers

    S-PRO is very responsive

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

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +1 service
    10% Cloud Consulting & SI

    CodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.

    See all 53 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback on CodeNinja has been overwhelmingly positive. Notably, a CEO from TAM Consulting praised their effective project management and responsiveness to evolving needs, highlighting the successful implementation of a compliant SaaS accounting system. Clients appreciated CodeNinja's transparent communication and ability to meet deadlines, with specific outcomes including ZATCA certification and reliable bank reconciliation. Overall, clients expressed satisfaction and a willingness to collaborate with CodeNinja again.
    Read 1 Recent Review

    Industry Experience

    CodeNinja has garnered positive feedback across various industries, including Energy & Natural Resources, Financial Services, Banking, Education, and Retail. Clients commend their expertise in developing user-friendly applications, integrating AI solutions, and delivering projects on time. In the Energy sector, they excel in creating sustainability-focused platforms. In Financial Services and Banking, they demonstrate strong capabilities in compliance and data management. Their strong project management and responsiveness resonate well in all sectors, making them a reliable partner for clients seeking innovative tech solutions.

    Read All Reviews

    Select Industry to see insights

    Education IT Services Consulting Business services Retail Information technology Advertising & marketing Automotive Manufacturing Construction Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Banks Financial services Energy & natural resources

    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
    View Profile Visit Website
  • Cohexify Logotype

    Cohexify

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Custom Software Development
    10% Logo +13 services
    10% Web Design
    5% AI Consulting
    5% API Development
    5% Business Consulting
    5% Content Writing Services
    5% E-Commerce Development
    5% Generative AI
    5% Graphic Design
    5% Mobile App Development
    5% Other Application Development
    5% Social Media Marketing
    5% UX/UI Design
    5% Web Development

    Cohexify is a web design company. Their team is located in Karachi, Pakistan and focuses on Web Design and Logo.

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  • Revoltage LTD Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Varna, Bulgaria

    Services provided

    40% Web Development
    20% Computer Engineering
    20% Generative AI +3 services
    18% Low/No Code Development
    1% Custom Software Development
    1% Web Design

    Revoltage LTD is a website development firm. Established in 2022, the agency is in Varna, Bulgaria. Their team focuses on Web Development and Generative AI.

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  • Featured

    What are Featured Providers?

    Trigma Logotype

    Trigma

    5.0 131 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Sahibzada Ajit Singh Nagar, India

    Services provided

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

    Trigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.

    See all 131 projects
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    Over the past six months, clients have expressed high satisfaction with Trigma's services, particularly highlighting their expertise in AI integration and project management. One CEO praised Trigma for delivering a fully functional learning platform, noting its user-friendly design and seamless operations. Another client reported significant improvements in efficiency following an AI-driven solution implementation. Overall, feedback emphasizes the team's responsiveness, technical skills, and commitment to client success, with no notable areas for improvement identified.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (25) $50,000 to $199,999 (13) Less than $10,000 (11) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients consistently highlight Trigma's strong value for money, with many noting that their pricing fit within budget while delivering high-quality solutions. One client emphasized choosing Trigma for their 'good value for cost,' while another mentioned 'excellent support' at a reasonable price. Overall, feedback indicates a positive sentiment regarding the cost-effectiveness of Trigma's services, with clients appreciating the balance between affordability and quality.
    Read All Reviews

    More responsive than most other service providers

    Trigma 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 (43) United States (8) England (3) Canada (1) South Korea (1) Qatar (1) Romania (1) South Africa (1) United Arab Emirates (1)
    View Profile Visit Website
    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $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 comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.

    See all 15 projects

    Reviews mention Unique expertise

    Clients have consistently praised LANARS for their unique expertise in web development, particularly in transforming complex requirements into functional solutions. For instance, a co-founder from Babytesterne.no highlighted LANARS' ability to clean up previous vendor issues and build a user-friendly website from scratch. Overall, the sentiment reflects a strong appreciation for LANARS' efficiency, structured approach, and broad competencies, with clients expressing confidence in their problem-solving abilities.
    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      They're fast and they have a lot of competencies. They manage to solve everything we ask for.

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

    Reviewed 2 times in the past 6 months

    Over the past six months, client feedback on LANARS has been overwhelmingly positive. Clients praised their reliability and flexibility, noting successful project outcomes such as a 37% increase in conversion rates and significant improvements in inspection processes. One client highlighted LANARS' ability to adapt to scope changes while maintaining deadlines. While some suggested enhancements in communication, overall sentiment reflects satisfaction with LANARS' skill set and professionalism in project execution.
    Read 2 Recent Reviews

    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 express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
    View Profile Visit Website
    Leobit Logotype

    Leobit

    4.9 54 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

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

    Leobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.

    See all 54 projects
    3 of 3 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Leobit reflect a highly positive sentiment, highlighting their technical expertise and effective project management. Clients praised their proactive approach and timely delivery, with one noting the successful launch of a functional MVP that improved data management. Another client appreciated the migration to a secure authentication platform, emphasizing Leobit's ability to adapt to changing needs. Overall, Leobit is regarded as a reliable partner that consistently meets client expectations.
    Read 3 Recent Reviews

    Industry Experience

    Leobit has demonstrated extensive expertise across various industries, notably in Advertising & Marketing, Financial Services, Real Estate, and Healthcare. Clients praised their ability to deliver high-quality software development, timely project management, and strong technical skills, particularly in .NET, Angular, and mobile app development. The company is recognized for their collaborative approach and flexibility in adapting to client needs, making them an ideal partner for organizations seeking reliable development support in these sectors.

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

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

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Vernier, Switzerland

    Services provided

    30% Web Development
    20% AI Development
    20% Custom Software Development +2 services
    20% Web Design
    10% API Development

    AKG Group is a small website development firm headquartered in Vernier, Switzerland. The team focuses on Web Development and Web Design.

    Read more
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  • M-Stats Logotype

    Not yet reviewed

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

    Services provided

    55% BI & Big Data Consulting & SI
    15% Business Consulting
    10% AI Development +3 services
    10% Low/No Code Development
    5% AI Consulting
    5% Generative AI

    Founded in 2023, M-Stats is a small Tetouan, Morocco-based business intelligence company. Their team offers BI & big data consulting & SI and Business Consulting.

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  • GEXIN GROUP Logotype

    GEXIN GROUP

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Product Design +3 services
    20% Web Development
    10% BI & Big Data Consulting & SI
    10% Low/No Code Development

    GEXIN GROUP is a small Product Design company. Launched in 2021, the team specializes in Product Design and BI & big data consulting & SI.

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  • Apex Era Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Philadelphia, PA

    Services provided

    40% Advertising
    20% Marketing Strategy
    20% Social Media Marketing +2 services
    10% AI Consulting
    10% AI Development

    Apex Era, an Advertising company, is based in Philadelphia, Pennsylvania. They provide Advertising and Marketing Strategy and were launched in 2023.

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  • ATOZDEBUG Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Guwahati, India

    Services provided

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

    Established in 2023, ATOZDEBUG is a small UX agency in Guwahati, India. Their team offers UX/UI Design and Custom Software Development.

    Read more
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  • WebDesignBarcelona Logotype

    WebDesignBarcelona

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    10% AI Development
    10% UX/UI Design
    10% Video Production +13 services
    10% Web Design
    5% AI Consulting
    5% Architectural Design
    5% Commercial Printing
    5% E-Commerce Development
    5% Generative AI
    5% Graphic Design
    5% Logo
    5% Other Design
    5% Packaging Design
    5% Print Design
    5% Product Design
    5% Web Development

    WebDesignBarcelona is a small web design agency. Launched in 2010, the team provides Web Design and UX/UI Design.

    Read more
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  • Nexagent Logotype

    Nexagent

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    50% E-Commerce Development
    20% Generative AI
    20% Microservices Architecture Services +1 service
    10% IT Staff Augmentation

    Established in 2023, Nexagent, a small e-commerce development company, is based in Rancho Cucamonga, California. Their team specializes in E-Commerce Development and Generative AI.

    Read more
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  • Modobit. Logotype

    Modobit.

    Not yet reviewed

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

    Services provided

    20% Mobile App Development
    20% Web Development
    10% AI Consulting +5 services
    10% AI Development
    10% Digital Strategy
    10% Product Design
    10% UX/UI Design
    10% Web Design

    Modobit., a web development firm, was founded in 2020. The small team provides Web Development and Mobile App Development.

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  • Negocio Solution Logotype

    Negocio Solution

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Digital Strategy +2 services
    20% Mobile App Development
    20% Web Development

    Based in Karachi, Pakistan, Negocio Solution is a Digital Strategy company. Launched in 2022, the team provides Digital Strategy and Web Development.

    Read more
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  • Elysium Sols Logotype

    Not yet reviewed

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

    Services provided

    15% Web Design
    10% AI Consulting
    10% AI Development +7 services
    10% Application Testing
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development
    5% Product Design

    Established in 2019, Elysium Sols is a web design company. Their team focuses on Web Design and UX/UI Design.

    Read more
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  • GoatBytes.IO Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    2 - 9
    Irvine, CA

    Services provided

    20% AI Development
    20% Cybersecurity
    20% Enterprise App Modernization +3 services
    20% Mobile App Development
    10% Application Testing
    10% UX/UI Design

    Cybersecurity company GoatBytes.IO is located in Irvine, California. Their services include Cybersecurity and Mobile App Development.

    Read more
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  • SaeSae:UNITED Logotype

    SaeSae:UNITED

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    30% Corporate Training & Coaching
    25% Branding
    20% AI Consulting +2 services
    15% Unified Communications Consulting & SI
    10% Content Moderation Services

    SaeSae:UNITED is a Corporate Training & Coaching company. Established in 2020, the firm is based in Boise, Idaho. Their services include Corporate Training & Coaching and Branding.

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  • REIZ Logotype

    Not yet reviewed

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

    Services provided

    35% Social Media Marketing
    25% Content Marketing
    20% AI Development +2 services
    10% Event Management
    10% Sales Outsourcing

    REIZ, a social media marketing firm, was established in 2022. The small team specializes in Social Media Marketing and Content Marketing.

    Read more
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  • Arcane IT Logotype

    Arcane IT

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Branding
    10% Custom Software Development +7 services
    10% Generative AI
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Located in Colombo, Sri Lanka, Arcane IT is a branding company. They offer Branding and Social Media Marketing and were established in 2022.

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  • Nandan Global Logotype

    Nandan Global

    Not yet reviewed

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

    Services provided

    20% AI Development
    15% E-Commerce Development
    15% Enterprise App Modernization +5 services
    15% Mobile App Development
    10% Custom Software Development
    10% Low/No Code Development
    10% Web Development
    5% Digital Strategy

    Nandan Global, a small artificial intelligence company, is based in Jaunpur, India. The team specializes in Artificial Intelligence and Custom Software Development.

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  • Ascendance Solutions Logotype

    Not yet reviewed

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

    Services provided

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

    Ascendance Solutions , a software development company, was launched in 2020. The agency offers Custom Software Development and Web Development, and is small.

    Read more
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  • Softify Logotype

    Softify

    Not yet reviewed

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

    Services provided

    50% Custom Software Development
    20% AI Development
    15% UX/UI Design +2 services
    10% Low/No Code Development
    5% Social Media Marketing

    Softify is a software development company launched in 2022. The team provides Custom Software Development and Artificial Intelligence and is based in Sheridan, Wyoming.

    Read more
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  • BackslashDev LLC Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Phoenix, AZ

    Services provided

    30% Web Development
    20% AI Consulting
    20% Custom Software Development +2 services
    15% API Development
    15% Cloud Consulting & SI

    BackslashDev LLC is a website development firm established in 2012. Their services include Web Development and Custom Software Development.

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  • The Agile Logotype

    The Agile

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    10% Branding
    10% Business Consulting +9 services
    10% Content Marketing
    10% Digital Strategy
    10% Generative AI
    10% Market Research
    10% Marketing Strategy
    5% Advertising
    5% Conversion Optimization
    5% Direct Marketing
    5% Search Engine Optimization

    The Agile is a branding agency. Based in Quincy, Massachusetts, their team specializes in Branding and Market Research.

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  • Aeonsprint Solutions Inc. Logotype

    Aeonsprint Solutions Inc.

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Strategy +3 services
    20% Graphic Design
    10% Other Digital Marketing
    10% Pay Per Click

    Founded in 2023, Aeonsprint Solutions Inc. Is a small Digital Strategy company. Their services include Digital Strategy and Graphic Design.

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  • Cleancoders.tech Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Vadodara, India

    Services provided

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

    Cleancoders.tech is a cloud consulting & SI company. Located in Vadodara, India and Vadodara, India, the firm was founded in 2020. Their team focuses on cloud consulting & SI and Web Development.

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  • KryzeTech Logotype

    KryzeTech

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    Based in Surat, India, KryzeTech is a small custom software development firm. The team offers Custom Software Development and Web Development.

    Read more
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  • ouranosdigital Logotype

    ouranosdigital

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Advertising
    20% Branding +2 services
    20% Digital Strategy
    20% Web Development

    Ouranosdigital is an Advertising company. They specialize in Advertising and Branding and are based in Hyderabad, India and Hyderabad, India.

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  • Devskee Logotype

    Devskee

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Branding +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% Generative AI
    10% Mobile App Development
    10% Robotics Process Automation
    10% UX/UI Design
    10% Web Development

    Devskee is a branding firm. Their team is based in Vilnius, Lithuania and specializes in Branding and UX/UI Design.

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  • datifact Logotype

    datifact

    Not yet reviewed

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

    Services provided

    20% BI & Big Data Consulting & SI
    20% Custom Software Development
    20% Digital Strategy +2 services
    20% Generative AI
    20% Mobile App Development

    Datifact is a Digital Strategy company founded in 2021. The small team offers Digital Strategy and BI & big data consulting & SI.

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  • Mindspace AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Plano, TX

    Services provided

    20% AI Development
    20% Blockchain
    20% IoT Development +2 services
    20% Mobile App Development
    20% Web Development

    Established in 2010, Mindspace AI is a small Plano, Texas-based website development firm. Their team specializes in Web Development and Mobile App Development.

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  • Fivertu Digital Agency - E-commerce Growth Partner Logotype

    Not yet reviewed

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

    Services provided

    40% Social Media Marketing
    20% AI Consulting
    20% Pay Per Click +2 services
    15% Web Design
    5% Email Marketing

    Fivertu Digital Agency - E-commerce Growth Partner, a social media marketing firm, is headquartered in Ankara, Türkiye and Braga, Portugal. The team offers Social Media Marketing and Pay Per Click.

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  • Impleko Logotype

    Impleko

    Not yet reviewed

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

    Services provided

    20% Generative AI
    15% Custom Software Development
    15% UX/UI Design +6 services
    10% API Development
    10% Low/No Code Development
    10% Microservices Architecture Services
    10% Web Design
    5% Mobile App Development
    5% Web Development

    Impleko is an user experience design company located in St. Petersburg, Florida. They focus on UX/UI Design and Custom Software Development.

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  • codevay Logotype

    codevay

    Not yet reviewed

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

    Services provided

    50% Web Development
    20% AI Consulting
    10% API Development +2 services
    10% Business Consulting
    10% E-Commerce Development

    Launched in 2024, codevay is a web development company. The team offers Web Development and AI Consulting and is in Dubai, United Arab Emirates.

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  • qxotk.ai Logotype

    Not yet reviewed

    $10,000+
    $300+ / hr
    2 - 9
    London, England

    Services provided

    30% Custom Software Development
    10% AI Development
    10% API Development +5 services
    10% Generative AI
    10% Mobile App Development
    10% Other Application Development
    10% Wearable App Development
    10% Web Development

    Qxotk.ai, a custom software development company, is in London, England. Founded in 2023, the team specializes in Custom Software Development and Web Development.

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  • Root Tech Agency Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Zagreb, Croatia

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Root Tech Agency, an IT managed services company, is located in Zagreb, Croatia. They focus on IT managed services and Custom Software Development.

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  • Balalu.code Logotype

    Balalu.code

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    In Sebring, Florida, Balalu.code is a software development company. Their services include Custom Software Development and Web Development.

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  • VIDNOVA Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Branding +7 services
    10% Custom Software Development
    10% Graphic Design
    10% Logo
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    VIDNOVA is a branding firm. Founded in 2024, their team provides Branding and Web Design.

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  • Grow Place Media Logotype

    Not yet reviewed

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

    Services provided

    15% Content Marketing
    15% Pay Per Click
    15% Search Engine Optimization +5 services
    15% Social Media Marketing
    10% AI Development
    10% Advertising
    10% Digital Strategy
    10% Generative AI

    Grow Place Media is a social media marketing company founded in 2023. Their services include Social Media Marketing and Content Marketing.

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  • Queed R&D House Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Kraków, Poland

    Services provided

    25% Custom Software Development
    20% AI Development
    20% Engineering +3 services
    20% IoT Development
    10% Blockchain
    5% Web Development

    Queed R&D House, a custom software development firm, focuses on Custom Software Development and IoT development. The agency is located in Kraków, Poland.

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  • Primescale Technologies Limited Logotype

    Not yet reviewed

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

    Services provided

    20% Cloud Consulting & SI
    10% AI Development
    10% API Development +6 services
    10% Custom Software Development
    10% DevOps Managed Services
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Primescale Technologies Limited is a small cloud consulting & SI company launched in 2017. Their team offers cloud consulting & SI and Web Development.

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  • Inovize It Solutions Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Jaipur, India

    Services provided

    10% AI Consulting
    10% AI Development
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% IT Strategy Consulting
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Launched in 2023, Inovize It Solutions Pvt Ltd is a web design agency. Headquartered in Jaipur, India, the team offers Web Design and UX/UI Design.

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  • Agera Consultants Logotype

    Agera Consultants

    Not yet reviewed

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

    Services provided

    20% BI & Big Data Consulting & SI
    20% Data Annotation Services
    20% Generative AI +2 services
    20% Logistics & Supply Chain Consulting
    20% Search Engine Optimization

    Agera Consultants is a SEO company. The Visakhapatnam, India-based agency specializes in Search Engine Optimization and BI & big data consulting & SI.

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  • OutRise Logotype

    OutRise

    Not yet reviewed

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

    Services provided

    30% IT Staff Augmentation
    20% AI Consulting
    20% DevOps Managed Services +2 services
    15% Mobile App Development
    15% Web Development

    OutRise is an IT staff augmentation company. They were established in 2023 and offer IT staff augmentation and AI Consulting.

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 Quytech
2 NineTwoThree AI Studio
3 fxis.ai
4 Neoteric
5 Dotsquares
6 STX Next
7 blackthorn.ai
8 tkxel
9 Valere
10 Fingent
11 ServReality
12 Scopic
13 Edvantis
14 BlueLabel
15 GenAI.Labs USA

List of the Best Artificial Intelligence Companies

  4. Neoteric Logotype

    Neoteric

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

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  5. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    39.2/40.0
    19.8/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

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

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  8. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  9. Valere Logotype

    Valere

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

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

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

    Fingent

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

    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
  11. ServReality Logotype

    ServReality

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  12. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    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
  13. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  17. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  18. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    38.1/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  19. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. Deviniti Logotype

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  23. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

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

    RebelDot

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

    Ability to deliver

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

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  25. AnyforSoft Logotype

    AnyforSoft

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

    Ability to deliver

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

    Service focus

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

    Osedea

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

    Ability to deliver

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

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

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

    Qubika

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    38.6/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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Four years after its launch, ChatGPT is still the most popular AI assistant. A recent Clutch survey of 558 AI users found that 74% rely on it. The general...

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Artificial Intelligence Development Company FAQs

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

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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

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

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

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

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

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

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

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

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

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

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