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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

23,002 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
    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

    Industry Experience

    Simform has received favorable feedback across various industries. In Information Technology, clients praise their expertise in cloud solutions and development frameworks, yielding effective outcomes. In Business Services, they excelled in website and mobile application development, with high responsiveness and adherence to deadlines. Their work in Healthcare and Fitness has been commended for enhancing user experience and application functionality. Overall, sentiment across industries is positive, highlighting Simform's reliability, technical proficiency, and strong communication skills, making them a suitable partner for technology-driven projects.

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    Select Industry to see insights

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

    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (34) $50,000 to $199,999 (19) Less than $10,000 (3) $200,000 to $999,999 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Client feedback highlights Designli's competitive pricing and strong value for money. Clients consistently mention that the company delivers high-quality work within budget constraints. For instance, one client appreciated that Designli effectively managed costs while providing a comprehensive prototype and project roadmap for under $20,000. Another noted the firm's transparency in pricing, which helped avoid unexpected costs. Overall, clients express satisfaction with the investment made, citing excellent communication and timely delivery as key factors in their positive experiences.
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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 Personable

    Client feedback highlights Blue Label Labs' personable approach as a significant strength. One client noted their team members' willingness to invest in personal relationships, describing them as both employees and friends, which fosters a collaborative environment. Another client emphasized the team's flexibility and friendliness, appreciating their commitment to understanding the client's vision. Overall, the sentiment reflects a strong appreciation for Blue Label's ability to create a supportive and engaging partnership throughout the project.
    • Custom Software Dev for Behavioral Healthcare Provider
      5.0 Aug 12, 2022

      By contrast, Blue Label serves not only as our employee but also as our friend. They want to have a long-term relationship with us. Their members care about the project. They invest not only in the contractor-client relationship but also in the personal relationships between our teams.

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    • Mobile App Consultancy for Lifestyle Platform
      5.0 Feb 25, 2022

      Blue Label was flexible, easy to communicate with, and exceptionally friendly. I appreciated how they demonstrated that they were on our team and wanted the best for our company. I was most impressed with their ability to connect with us on a more personal level.

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    • Web & Mobile App Dev of On-Demand Delivery Platform
      5.0 Aug 28, 2018

      Due to their size, they're able to give their customers a lot of personal attention. Outside of just building software, they've also helped us on the business development side of things, including some key aspects of our company—I never expected to get that from a software development company.

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    • iOS App for Mobile Startup
      5.0 Feb 20, 2014

      I was especially impressed with how their people on the technical side of things are normally personality-deficient. Their group was definitely the opposite. My project manager was very outgoing, easy to talk to, very responsive in terms of email, communication, and text messaging.

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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

    Industry Experience

    BlueLabel demonstrates substantial expertise across diverse industries, particularly in Manufacturing, Insurance, Telecommunications, and Healthcare. Reviews highlight their strengths in developing AI-driven solutions and modernizing workflows, resulting in improved efficiency and user engagement. In Manufacturing, they effectively digitized processes and enhanced knowledge management. In Insurance, they addressed claims automation, significantly speeding up response times. Overall, client feedback indicates that BlueLabel excels in responsiveness, project management, and cultivating collaborative relationships, making them a strong candidate for technology-driven projects across various sectors.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    United States (66) Thailand (1) United Arab Emirates (1)
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  • Tezon Technologies Private Limited Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Kochi, India

    Services provided

    20% AI Development
    15% Custom Software Development
    15% E-Commerce Development +6 services
    15% Mobile App Development
    15% Web Development
    5% AI Consulting
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Design

    Tezon Technologies Private Limited is an AI firm. They specialize in Artificial Intelligence and Custom Software Development and were established in 2024.

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  • Sinagesia Ltd Logotype

    Sinagesia Ltd

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% CRM Consulting and SI +1 service
    25% UX/UI Design

    Sinagesia Ltd is an user experience agency. Headquartered in Singapore, Singapore, the agency specializes in UX/UI Design and BI & big data consulting & SI.

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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

    Reviews mention Personable

    Clients have consistently praised Azumo for their personable approach, highlighting their efficiency, knowledge, and customer orientation. One CEO noted that the team was 'personable, efficient, knowledgeable, and extremely customer-oriented,' which contributed significantly to the project's success. Overall, the sentiment regarding their personable nature is highly positive, indicating a strong connection with clients and a commitment to meeting their needs.
    • Software Development for Managed IT Company
      5.0 Dec 25, 2018

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

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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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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    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 Easy to reach

    Clients consistently highlight the ease of communication with Willow Tree Apps, noting that the principals were readily accessible throughout the project. One client remarked on the partnership feel, stating, 'It was very easy to reach the principals if we needed to,' which fostered a collaborative environment. Overall, the sentiment regarding accessibility is positive, with clients appreciating the firm's responsiveness and commitment to the project's success.
    • Public University Mobile Development
      5.0 Aug 20, 2012

      We enjoyed that from a standpoint that it was very easy to reach the principals if we needed to. They weren’t involved in everything, but they were always right there and that was appreciated. It really felt like a partnership.

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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

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    United States (23) Canada (1)
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    Qubika Logotype

    Qubika

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

    Services provided

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

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

    See all 61 projects

    Reviews mention Exceptional results

    Clients express exceptional satisfaction with December Labs, highlighting their significant contributions to project outcomes. One client noted a tripling of development throughput, with impressive ticket closures and complex work completion. Another emphasized their high level of commitment and engagement, describing December Labs as an integral part of their team. Overall, the sentiment reflects a strong appreciation for their expertise, ownership of projects, and effective communication, reinforcing their reputation for delivering outstanding results.
    • Hydrogen Cost & Carbon Intensity Model for Chemical Reactor
      5.0 Oct 28, 2020

      They did a fantastic job. I would strongly recommend them. Very effective. This review process is way too long, it’s ridiculous. The only reason I am writing all this is because they did an awesome job.

      Read Full Review
    • Software Dev for Custom Call Software
      5.0 Jul 22, 2020

      Our goal was an architecture that could support 2 million calls per day with a throughput for 160 per second, but they delivered a system that supported a throughput of 1,000 per second. This was a crucial project for us—before working with Moove It, we had the potential to lose the customer, but Moove It helped us preserve that contract.

      Read Full Review
    • Mobile App MVP for Recovery Company
      5.0 Jun 5, 2019

      The way they drove this project forward was remarkable. They deliver high quality, efficient work without wasting any time. We were always on the same page, and everything was completed in a timely manner. They’re a responsive, professional group that lets me offer feedback around the clock.

      Read Full Review
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    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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  • inaya hosting Logotype

    inaya hosting

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% IT Managed Services
    25% Mobile App Development +1 service
    25% Web Development

    Inaya hosting is a small IT managed services company based in Antwerpen, Belgium. Their services include IT managed services and Web Development.

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  • ScriptStackers Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Alba Iulia, Romania

    Services provided

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

    ScriptStackers is a custom software development company. They provide Custom Software Development and Web Development and were launched in 2019. The agency is headquartered in Alba Iulia, Romania.

    Read more
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  • Ruvyx Labs Logotype

    Not yet reviewed

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

    Services provided

    35% Web Development
    25% AI Development
    20% API Development +1 service
    20% Mobile App Development

    Ruvyx Labs is a Calgary, Canada-based website development company. They offer Web Development and Artificial Intelligence.

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  • Arica Logotype

    Arica

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% Conversion Optimization
    25% Digital Strategy +1 service
    25% Performance Marketing

    Arica is a Digital Strategy company. Their team is in richmond, Virginia. The agency offers Digital Strategy and Conversion Optimization.

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  • Telebora Logotype

    Telebora

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Call Center Services
    25% Robotics Process Automation +1 service
    25% SMS Marketing

    Telebora is a telephone answering service. The company is based in Nairobi, Kenya. Their team offers Call Center Services and Robotics Process Automation.

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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

    Reviews mention Well-organized projects

    Client feedback highlights Sketch Development's exemplary project management, characterized by organization, transparency, and agility. One client noted the exceptional clarity and efficiency throughout the process, praising the proactive approach to addressing potential roadblocks. Another client emphasized the value of detailed planning and documentation, which contributed to a smooth execution. Overall, the sentiment is overwhelmingly positive, with clients expressing confidence in the team's ability to deliver high-quality projects on time.
    • Frontend Site Dev & ERP Integration for Manufacturing Co
      5.0 Apr 16, 2025

      They're very organized, transparent, and agile. Very responsive. Additional time goes into planning, documenting, and managing the project but the organization and transparency of the project show its value.

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    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.

    Read All Reviews

    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 Flexible

    Overall sentiment regarding Phaedra Solutions' flexibility is highly positive. Clients consistently highlight their adaptability in resource allocation to meet project needs, with one client noting their ability to change resources seamlessly. Another emphasized their willingness to engage in dialogue around suggestions, fostering a collaborative environment. A CTO remarked on their flexibility during project changes, treating the work as their own. Clients appreciate their responsiveness, often addressing emergencies within minutes, reinforcing their reputation for being exceptionally flexible.
    • 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.

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    • 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.

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    • 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.

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    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

    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 report that Phaedra Solutions offers excellent value for money, with many emphasizing that their pricing aligns well with project budgets. For instance, a general manager noted that their 'pricing fit our budget' and provided 'good value for the cost.' Additionally, the CEO of a legal company highlighted their 'good value for the cost' as a deciding factor for selection. Overall, the sentiment reflects satisfaction with the company's cost-effectiveness while maintaining high-quality deliverables.
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    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    Clients consistently highlight Growth Loops Technology Private Limited as easy to work with, noting their effective communication and project management. One client mentioned, "Their approach to project management was refreshing and easy to work with," while another praised their "excellent project follow up" and professionalism. Overall, the sentiment is overwhelmingly positive, with clients appreciating the collaborative atmosphere and adaptability to different communication preferences.
    • Internal App Development for Drone Inspection Company
      5.0 Oct 2, 2024

      Growth Loops Technology has been very responsive and service-minded. Very easy contact and quick response. I always got a response within minutes, and usually the issue was solved right away. I felt like there was always room and time for my requests.

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    • Mobile App Development for Global Textile Company
      5.0 Oct 15, 2024

      Excellent project follow up. They were easy to work with and very professional. They have worked in a professional manner, with weekly deliveries and have been very collaborative so that the project is correctly reflected in the contracted services.

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    Industry Experience

    Growth Loops Technology Private Limited has demonstrated significant expertise across various industries, including Insurance, Financial Services, IT Services, Software, Healthcare, Telecommunications, and Advertising & Marketing. Clients commend their strong project management, technical proficiency, and responsiveness, resulting in enhanced user engagement and productivity. Positive sentiments highlight their innovative solutions, budget-friendly pricing, and ability to foresee client needs, establishing them as a reliable partner for organizations seeking effective software and app development.

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    Select Industry to see insights

    Insurance Software IT Services Financial services Social Networking Other industries Manufacturing Advertising & marketing Healthcare Construction Real estate Consulting Business services Telecommunications

    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
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  • Nibhas HRD Solutions Private Limited Logotype

    Nibhas HRD Solutions Private Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Nibhas HRD Solutions Private Limited, a custom software development company, was founded in 2025. The small team provides Custom Software Development and Web Development.

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  • R.U.D.A. Services GmbH Logotype

    Not yet reviewed

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

    Services provided

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

    R.U.D.A. Services GmbH is a cloud consulting & SI company established in 2003. The company focuses on cloud consulting & SI 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

    Industry Experience

    TechnoYuga Soft Pvt. Ltd. showcases notable expertise across various sectors, including Financial Services, Retail, Education, and Software. Clients consistently praise their AI capabilities, user-friendly mobile apps, and project management. The overall sentiment is positive, highlighting their responsiveness and ability to deliver tailored solutions. Industries such as Financial Services and Education benefit significantly from their innovative approaches, while Retail and Consumer Products appreciate their focus on enhancing customer engagement. Overall, TechnoYuga Soft is positioned as a strong partner for businesses seeking technology solutions in these domains.

    Read All Reviews

    Select Industry to see insights

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

    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

    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 projects from:

    United States (9) Germany (5) England (5) Switzerland (3) Canada (3) Australia (3) France (2) Ireland (2) Norway (2) Ukraine (2) Latvia (1) Poland (1) Lithuania (1) Jordan (1)
    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

    Reviews mention Patient

    The overall sentiment regarding CodeNinja Consulting Inc. reflects a positive experience, particularly highlighting their patience and cooperation throughout the project. A client noted, "The patience and cooperation throughout the project are what makes this company unique." This feedback underscores their ability to effectively manage client relationships and adapt to project needs, further contributing to the success of the collaboration.
    • Digital Marketing for Internet Media Company
      5.0 Jan 29, 2022

      The patience and cooperation throughout the project are what makes this company unique.

      Read Full Review
    Read All Reviews
    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What Clients Have Said

    Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.
    Read All Reviews

    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
  • Convertial Logotype

    Convertial

    Not yet reviewed

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

    Services provided

    40% Content Marketing
    25% AI Development
    20% Sales Outsourcing +1 service
    15% IT Strategy Consulting

    Convertial is a Content Marketing company. The Nairobi, Kenya-based team focuses on Content Marketing and Artificial Intelligence.

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  • Legal Tech Dynamics Logotype

    Legal Tech Dynamics

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% Business Consulting
    25% AI Consulting
    25% Internet & Technology Law

    Launched in 2024, Legal Tech Dynamics is a Business Consulting company. The team offers Business Consulting and Internet & Technology Law.

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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

    Reviews mention Reliable

    Clients consistently highlight Trigma Solutions' reliability in delivering functional and effective solutions. One client noted that the platform is 'functional and reliable,' providing ease of access to billing records. The team is praised for understanding requirements and delivering within budget, showcasing their dependable project management. Overall, feedback reflects a strong sentiment of reliability, with clients expressing satisfaction in both the solutions provided and the timely execution of projects.
    • Cross-Platform App Dev for Insurance Software Dev Company
      5.0 Apr 3, 2024

      The project timeline was determined based on the scope of work and mutually agreed-upon milestones. That was well catered to, along with our specific needs. Their technical proficiency in React Native ensured the reliability, performance, and scalability of the mobile app.

      Read Full Review
    • Billing System App Dev. for Mobile Accessories Shop
      5.0 May 11, 2020

      The platform is functional and reliable, and my employees are very happy with it. They understood my requirements easily and came up with a good solution. They’re good and they deliver on time.

      Read Full Review
    Read All Reviews
    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 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
    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

    Industry Experience

    LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    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
  • Ordinary Tech Logotype

    Ordinary Tech

    Not yet reviewed

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

    Services provided

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

    Ordinary Tech is an IT strategy consulting company in Toronto, Canada. They provide IT strategy consulting and cloud consulting & SI.

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  • Shivom AI Innovations Logotype

    Not yet reviewed

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

    Services provided

    25% AI Agents
    25% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Performance Marketing
    10% IT Strategy Consulting

    AI company Shivom AI Innovations is based in Surat, India. They focus on Artificial Intelligence and AI Agents and were established in 2025.

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  • Byteforge Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Social Media Marketing +1 service
    25% Web Development

    Byteforge is a São Paulo, Brazil-based social media marketing agency. The team focuses on Social Media Marketing and Custom Software Development.

    Read more
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  • Sogos Consulting Logotype

    Not yet reviewed

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

    Services provided

    50% Business Consulting
    25% AI Consulting
    25% IT Strategy Consulting

    In Los Angeles, California, Sogos Consulting is a Business Consulting company. They focus on Business Consulting and IT strategy consulting.

    Read more
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  • NoorSphere Logotype

    NoorSphere

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    In London, England and Tiranë, Albania, NoorSphere is a software development company. They provide Custom Software Development and Web Development and were founded in 2025.

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  • Blanmo Logotype

    Blanmo

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Application Management & Support
    25% Custom Software Development +1 service
    25% Low/No Code Development

    Software development firm Blanmo is in Franca, Brazil. Founded in 2021, the team specializes in Custom Software Development and Artificial Intelligence.

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  • Bevel Software Solutions Logotype

    Not yet reviewed

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

    Services provided

    50% Cybersecurity
    25% AI Consulting
    15% BI & Big Data Consulting & SI +1 service
    10% Cloud Consulting & SI

    Bevel Software Solutions is a Cybersecurity company. Founded in 2018, the team focuses on Cybersecurity and AI Consulting.

    Read more
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  • DefenAI Consultancy Pvt Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Coimbatore, India

    Services provided

    50% Corporate Training & Coaching
    25% AI Consulting
    25% Cybersecurity

    DefenAI Consultancy Pvt Ltd is a Corporate Training & Coaching company established in 2024. Their services include Corporate Training & Coaching and AI Consulting.

    Read more
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  • smartgonext Logotype

    smartgonext

    Not yet reviewed

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

    Services provided

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

    Smartgonext is a puducherry, India-based software development company. They specialize in Custom Software Development and Web Development.

    Read more
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  • Elevated Media Scaling Logotype

    Elevated Media Scaling

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    65% AI Agents
    25% AI Development
    10% Call Center Services

    Elevated Media Scaling is an AI Agents company. They were established in 2024, and their services include AI Agents and Artificial Intelligence.

    Read more
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  • Virtuora Consulting Logotype

    Not yet reviewed

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

    Services provided

    35% AI Agents
    15% Generative AI
    10% AI Consulting +5 services
    10% Commercial Development
    10% IT Strategy Consulting
    8% CRM Consulting and SI
    7% ERP Consulting and SI
    5% Corporate Training & Coaching

    Virtuora Consulting is an AI Agents company. They focus on AI Agents and Generative AI and were launched in 2025. The agency is headquartered in Cheyenne, Wyoming.

    Read more
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  • Techsphere Solutions Logotype

    Techsphere Solutions

    Not yet reviewed

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

    Services provided

    30% Web Development
    25% AI Consulting
    15% Web Design +3 services
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing

    Techsphere Solutions, a web development company, was established in 2023. The team focuses on Web Development and AI Consulting.

    Read more
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  • Skill TechSol Logotype

    Skill TechSol

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    20% Generative AI
    15% Other Application Development +3 services
    10% E-Commerce Development
    10% Web Development
    5% AI Development

    Skill TechSol is a karachi, Pakistan-based software development firm. Founded in 2024, the team specializes in Custom Software Development and Generative AI.

    Read more
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  • 1AIME Logotype

    1AIME

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    45% CRM Consulting and SI
    20% AI Agents
    15% Generative AI +2 services
    10% AI Consulting
    10% Cloud Consulting & SI

    1AIME is a CRM consulting and SI company. Headquartered in London, England, their small team provides CRM consulting and SI and AI Agents. The agency was launched in 2025.

    Read more
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  • Harton Works Logotype

    Not yet reviewed

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

    Services provided

    60% Search Engine Optimization
    15% Digital Strategy
    15% Generative AI +1 service
    10% AI Consulting

    Harton Works is a SEO company launched in 2025. The team focuses on Search Engine Optimization and Digital Strategy.

    Read more
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  • Qrius Global Logotype

    Qrius Global

    Not yet reviewed

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

    Services provided

    45% DevOps Managed Services
    30% IT Strategy Consulting
    25% AI Development

    DevOps Managed Services company Qrius Global was founded in 2024. The team provides DevOps Managed Services and IT strategy consulting and is based in Broadbeach, Australia.

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  • Bryner Tech Logotype

    Not yet reviewed

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

    Services provided

    25% AI Agents
    25% Computer Engineering
    25% Generative AI +1 service
    25% IT Strategy Consulting

    IT strategy consulting company Bryner Tech was launched in 2023. The agency focuses on IT strategy consulting and Generative AI, and is small.

    Read more
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  • Vaelis IT Logotype

    Vaelis IT

    Not yet reviewed

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

    Services provided

    25% Cloud Consulting & SI
    25% IT Managed Services
    25% IT Strategy Consulting +2 services
    15% AI Consulting
    10% AI Development

    Small IT strategy consulting company Vaelis IT, is located in Warriewood, Australia. The team provides IT strategy consulting and cloud consulting & SI.

    Read more
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  • Clocky Logotype

    Clocky

    Not yet reviewed

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

    Services provided

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

    Clocky is a small custom software development firm in Buenos Aires, Argentina. Their services include Custom Software Development and Web Development.

    Read more
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  • WHITE WATER COMPUTERS Logotype

    WHITE WATER COMPUTERS

    Not yet reviewed

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

    Services provided

    20% IT Managed Services
    15% AI Consulting
    15% IT Strategy Consulting +5 services
    10% AI Agents
    10% Computer Engineering
    10% Content Writing Services
    10% Cybersecurity
    10% Generative AI

    WHITE WATER COMPUTERS is an IT managed services company founded in 2020. Their team provides IT managed services and IT strategy consulting.

    Read more
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  • Endyoor Studios Logotype

    Endyoor Studios

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    25% Generative AI
    25% Video Production
    15% Advertising +3 services
    15% Marketing Strategy
    10% Content Marketing
    10% Social Media Marketing

    Endyoor Studios, a Generative AI company, was established in 2025. In Mount hope, Trinidad and Tobago, the team provides Generative AI and Video Production.

    Read more
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  • Winsera Technology Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Bekasi, Indonesia

    Services provided

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

    Winsera Technology is a Bekasi, Indonesia-based custom software development firm. Established in 2025, the team focuses on Custom Software Development and Web Development.

    Read more
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  • OwnShift Logotype

    OwnShift

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    45% Custom Software Development
    25% AI Development
    15% IT Managed Services +2 services
    10% Mobile App Development
    5% Web Development

    OwnShift, a software development company, was launched in 2025. The small team offers Custom Software Development and Artificial Intelligence.

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  • PulseLoop LLC Logotype

    PulseLoop LLC

    Not yet reviewed

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

    Services provided

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

    Custom software development company PulseLoop LLC is headquartered in Beverly Hills, California. They specialize in Custom Software Development and Web Development.

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  • Zewas GmbH Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Egg, Austria

    Services provided

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

    Zewas GmbH is a software development firm. They are headquartered in Egg, Austria. Their team specializes in Custom Software Development and Web Development.

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  • EchelonFox Logotype

    EchelonFox

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% CRM Consulting and SI
    25% IT Strategy Consulting +1 service
    25% Performance Marketing

    Headquartered in Helsinki, Finland, EchelonFox is a small IT strategy consulting company. The team offers IT strategy consulting and CRM consulting and SI.

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  • Akanotic Logotype

    Akanotic

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9

    Services provided

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

    Akanotic is a small IT strategy consulting company. Established in 2025, the team focuses on IT strategy consulting and other IT consulting and SI.

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  • Techsoul Solutions Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Mobile App Development
    25% UX/UI Design +1 service
    25% Web Development

    Techsoul Solutions is an application development firm. In Surat, India, the team offers Mobile App Development and Web Development.

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  • Miles Ventures Logotype

    Miles Ventures

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Content Marketing
    25% Ecommerce Marketing +1 service
    25% Social Media Marketing

    Miles Ventures is a social media marketing firm. In Dubai, United Arab Emirates, the company was founded in 2025. Their team focuses on Social Media Marketing and Content Marketing.

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  • Energma Logotype

    Not yet reviewed

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

    Services provided

    35% Enterprise App Modernization
    25% AI Development
    20% IT Staff Augmentation +2 services
    10% Custom Software Development
    10% IT Strategy Consulting

    Launched in 2017, Energma is an Enterprise App Modernization company. Their team focuses on Enterprise App Modernization and Artificial Intelligence.

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  • E-LUMINAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Abcoude, Netherlands

    Services provided

    35% Custom Software Development
    25% AI Development
    20% IT Strategy Consulting +1 service
    20% Insurance Law

    Launched in 2025, E-LUMINAI is a small Abcoude, Netherlands-based custom software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • KRAEMER & HOLTHAUSEN KI-Website Entwicklung Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sinzig, Germany

    Services provided

    50% AI Agents
    25% Generative AI
    25% Web Design

    KRAEMER & HOLTHAUSEN KI-Website Entwicklung is an AI Agents company. The agency is located in Sinzig, Germany. Their team provides AI Agents and Generative AI.

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  • Attah Digital Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Newstead, Australia

    Services provided

    25% AI Consulting
    25% Branding
    25% Web Design +1 service
    25% Web Development

    Launched in 2023, Attah Digital is a branding firm. The team specializes in Branding and Web Design.

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  • AI Core Automation Logotype

    AI Core Automation

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    50% AI Agents
    25% AI Development
    25% Web Development

    Headquartered in Ahmedabad, India, AI Core Automation is an AI Agents company. Launched in 2025, the team provides AI Agents and Artificial Intelligence.

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  • Empowrd AI Logotype

    Empowrd AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% HR Consulting
    25% IT Strategy Consulting +1 service
    25% Marketing Strategy

    Empowrd AI, a small Marketing Strategy company, is located in Dubai Silicon Oasis, United Arab Emirates. Their services include Marketing Strategy and IT strategy consulting.

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  • Lead Nova Solutions Ltd Logotype

    Lead Nova Solutions Ltd

    Not yet reviewed

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

    Services provided

    25% Web Development
    15% AI Consulting
    15% Digital Strategy +5 services
    10% AI Development
    10% Custom Software Development
    10% Cybersecurity
    10% IT Strategy Consulting
    5% IT Managed Services

    Established in 2025, Lead Nova Solutions Ltd, a small website development company, is based in London, England. Their team specializes in Web Development and AI Consulting.

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  • Manzel technologies Logotype

    Manzel technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% AR/VR Development
    25% AI Development
    15% Custom Software Development

    AR/VR development company Manzel technologies was launched in 2022. The company focuses on AR/VR development and Artificial Intelligence, and is small.

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  • Rezint Tech Logotype

    Rezint Tech

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% Mobile App Development +1 service
    25% Web Development

    Launched in 2025, Rezint Tech is a website development firm. The agency specializes in Web Development and Mobile App Development, and is small.

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  • Goldenity Logotype

    Goldenity

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% Generative AI
    25% IT Strategy Consulting
    25% Other IT Consulting and SI +1 service
    25% Web Design

    Goldenity is a web design agency. The karanganyar, Indonesia-based agency specializes in Web Design and IT strategy 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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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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