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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 21, 2025
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15 Leaders 15 Contenders

17,831 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 82 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    10% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Unified Communications Consulting & SI

    Simform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.

    See all 82 projects
    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 10 times in the past 6 months

    Recent reviews of Simform reflect overwhelmingly positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team's responsiveness and ability to meet project milestones on time. Specific feedback includes a seamless integration of resources, effective collaboration during complex problem-solving, and a proactive approach to client needs. Notable mentions include a well-structured discovery phase and a commitment to delivering high-quality results without hidden costs. Overall, clients highly recommend Simform for their reliable and thoughtful partnership.
    Read 10 Recent Reviews

    Industry Experience

    Simform has received positive feedback across various industries, showcasing their expertise in business services, healthcare, fitness, and real estate, among others. Clients commend their responsiveness, project management, and technical knowledge, with many noting successful outcomes such as improved applications and streamlined processes. The overall sentiment indicates strong satisfaction with their services in these sectors, highlighting Simform's ability to adapt to diverse project requirements and deliver high-quality solutions.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (2)

    What Clients Have Said

    Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.
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    United States (48) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Innowise Logotype

    Innowise

    4.9 72 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Innowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.

    See all 72 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for Innowise has been overwhelmingly positive. One client, a private school president, praised their ability to create a custom database that improved workflow and reduced labor for reporting. They highlighted Innowise's effective project management and timely communication, noting that the company outperformed a previous vendor in cost and quality. Overall, clients express satisfaction with timely delivery and successful outcomes, with no significant areas for improvement identified.
    Read 1 Recent Review

    Industry Experience

    Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.

    Read All Reviews

    Select Industry to see insights

    Design Information technology Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (24) $50,000 to $199,999 (17) $200,000 to $999,999 (10) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 67 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

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

    BlueLabel is a software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.

    See all 67 projects

    Reviews mention Easy to work with

    Overall, clients consistently describe Blue Label Labs as 'easy to work with' and responsive. One client highlighted their smooth communication through Zoom, while another noted the low bureaucracy and direct access to decision-makers. A third client emphasized their quick response times and helpfulness from the outset. The sentiment across multiple reviews is overwhelmingly positive, with clients appreciating the streamlined processes and collaborative environment fostered by Blue Label Labs.
    • Mobile App Dev for Nonprofit
      5.0 Sep 1, 2022

      They’ve been a great development partner; they’re smart folks who’ve been a pleasure to work with. Even though things can’t always be perfect, they’ve always done everything in their power to resolve issues quickly.

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    • Web & App Dev for Flight-Booking Platform
      4.0 Aug 13, 2019

      From a personal standpoint, they are a fantastic team to work with. They are very strong communicators, they establish great objectives and roadmaps, and they always incorporate feedback into their work. Despite being in a completely different time zone, they always got back to us within 24 hours on any questions or issues we had.

      Read Full Review
    • Mobile App Design for Carpooling Platform
      5.0 May 10, 2019

      They were easy to work with and very responsive overall. We mostly communicated through Zoom.

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    • iOS App Development for Safety App Startup
      5.0 May 17, 2016

      Blue Label Labs is really easy to work with. They’ve got an amazing team. I feel like they’re honest with me and I highly recommend them.

      Read Full Review
    • AI Consulting & Development for Software Development Company
      5.0 Sep 26, 2025

      BlueLabel is easy to work with. We like them.

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

    Reviewed 2 times in the past 6 months

    Recent reviews of BlueLabel highlight their exceptional capability in AI development and project management. Clients reported significant efficiency improvements, with one noting a reduction in task durations from 40–45 minutes to just 10–12 minutes. Feedback emphasized their professionalism and ability to meet deadlines, although some suggested enhancing communication with non-technical teams. Overall, client sentiment is overwhelmingly positive, with satisfaction regarding results and ongoing collaborations.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (24) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's overall cost and value for money is predominantly positive. Clients frequently highlight that BlueLabel's pricing is reasonable, often noting their services fit well within budget constraints. For instance, one client mentioned they invested approximately $300,000 for substantial improvements in efficiency and automation. Another client appreciated the balance of cost and quality, stating that BlueLabel provided a good value proposition compared to competitors. Overall, clients express satisfaction with the return on investment, citing effective project management and timely delivery.
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    United States (64) Thailand (1) United Arab Emirates (1)
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  • Puzzl Media Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Cape Town, South Africa

    Services provided

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

    Puzzl Media, a website development company, is located in Cape Town, South Africa. Established in 2021, the team provides Web Development and Mobile App Development.

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  • Eurekastream Logotype

    Eurekastream

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    10% AI Consulting
    10% AI Development +5 services
    10% Application Testing
    10% E-Commerce Development
    10% Mobile App Development
    10% Wearable App Development
    10% Web Development

    Software development company Eurekastream is in Lahore, Pakistan. They specialize in Custom Software Development and Web Development.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 21 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

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

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

    See all 21 projects

    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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    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 Openness

    Client feedback highlights WillowTree's openness and collaborative approach throughout their engagement. One client noted that WillowTree's team was 'extremely collaborative and open to our opinions,' effectively incorporating feedback while also providing necessary guidance. The client appreciated the rigorous research backing decision-making, which fostered trust. Additionally, the team maintained consistent communication, feeling like an integral part of the client's team despite geographical distance. Overall, the sentiment reflects strong satisfaction with WillowTree's openness and responsiveness.
    • App Design and UX Strategy for Financial Services Firm
      5.0 Feb 15, 2017

      WillowTree has come to feel like a part of my team, even though we work remotely. We have calls twice a week and are a synchronized team. WillowTree's team is open and smart, always on the cutting edge of their field. I have a lot of trust in them, which was a key point from the start.

      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.

      Read Full Review
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    Industry Experience

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

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    Select Industry to see insights

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

    More responsive than most other service providers

    TELUS Digital is very responsive

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

    View projects from:

    United States (23) Canada (1)
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    Vention Logotype

    Vention

    4.9 98 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Services provided

    30% Custom Software Development
    10% AI Agents
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Vention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.

    See all 98 projects

    Reviews mention Helpful

    Overall client sentiment regarding Vention is highly positive, emphasizing their responsiveness and helpfulness throughout projects. For instance, one client noted that Vention's employees felt like part of their team, stating they were 'extremely responsive and helpful' during critical phases. Another client highlighted the exceptional care shown by their project manager, who was described as 'very invested' and 'went above and beyond.' Clients consistently appreciated Vention's commitment to understanding their unique needs and delivering quality work, with no significant areas for improvement noted.
    • Mobile App Dev for Nursing Corporation
      5.0 Jan 26, 2024

      Vention has understood our vision. Our app is very personable and meaningful, and it can potentially save lives. Therefore, it has higher stakes, and Vention really understands that. Said understanding has been reflected in the quality of their work and their investment in our success. On top of that, working with Vention has been streamlined because I haven't had to hire internal people to have access to professionals who can fill my different needs to get this project done.

      Read Full Review
    • Custom Software Dev & Staff Augmentation for Fintech Company
      4.5 Jun 24, 2022

      We were able to specify our requirements. iTA worked hard to understand our exact requirements, including working directly with their delivery manager, to ensure that the candidates provided met our requirements. In addition, I met bi-weekly with their business manager who at all times was very helpful and enabled us to mutually provide feedback to each other.

      Read Full Review
    • Web Dev for Digital Currency Company
      5.0 Jun 29, 2017

      I found them to be professional, fast, and realistic. The team gave us accurate estimates, and were helpful in situations when we didn’t know how to best display something. Instead of only building what they were hired to build, both engineers from iTechArt’s team brainstormed solutions which went beyond the official scope of their duties.

      Read Full Review
    • IT Staff Aug & Custom Software Dev for AI Co
      5.0 Jul 1, 2025

      When we needed them for something, they were extremely responsive and helpful. We primarily communicated with a group chat on Discord and via daily live video.

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    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews of Vention reflect a highly positive sentiment, highlighting their exceptional engineering talent and responsiveness. Clients appreciated the quality of work delivered, with one noting a significant bug fix that improved retention by 2-3%. Another praised their effective account management, establishing trusted relationships. Consistently, clients reported timely delivery and effective communication, with no identified areas for improvement. Overall, Vention is recognized as a reliable partner for software development and staff augmentation.
    Read 3 Recent Reviews

    Industry Experience

    Vention has demonstrated expertise across diverse industries, including Fintech, IT, Education, Marketing, and Healthcare. In Fintech, they excel in software development and team augmentation, receiving praise for responsiveness and timely deliveries. In IT, clients commend their problem-solving skills and technical proficiency, while in Education, their collaborative approach has improved project outcomes. Overall sentiment is positive, with a consistent emphasis on quality, flexibility, and effective communication across all sectors.

    Read All Reviews

    Select Industry to see insights

    Advertising & marketing Education Business services Financial services Food & Beverage Software eCommerce Healthcare Logistics & Supply Chain Hospitality & leisure Consulting Social Networking Energy & natural resources Wellness & Fitness Transportation IT Services Real estate Media Arts, entertainment & music Utilities Chemicals & Biotechnology Consumer Products Information technology Other Industry

    View projects from:

    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • Infra Sync Logotype

    Infra Sync

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    40% Blockchain
    20% Custom Software Development
    10% AI Consulting +3 services
    10% AI Development
    10% UX/UI Design
    10% Web Design

    Infra Sync is a small Antalya, Türkiye-based Blockchain company. The team specializes in Blockchain and Custom Software Development.

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  • Zoh Media Limited Logotype

    Zoh Media Limited

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Conversion Optimization +7 services
    10% Email Marketing
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Zoh Media Limited, an Email Marketing company, is headquartered in Dublin 22, Ireland. Established in 2024, the team specializes in Email Marketing and Conversion Optimization.

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  • ForgeMind | F M Software Solutions (PVT) Ltd. Logotype

    Not yet reviewed

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

    Services provided

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

    ForgeMind | F M Software Solutions (PVT) Ltd., an UX company, is based in Palaviya, Sri Lanka. Established in 2014, the team specializes in UX/UI Design and Custom Software Development.

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  • TsoDen AI Bureau Logotype

    TsoDen AI Bureau

    Not yet reviewed

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

    Services provided

    20% Digital Strategy
    20% Generative AI
    20% Market Research +2 services
    20% Marketing Strategy
    20% Search Engine Optimization

    Market Research company TsoDen AI Bureau was launched in 2025. Located in Bratislava, Slovakia, the team focuses on Market Research and Marketing Strategy.

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  • Neuzenix LLC Logotype

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development
    10% SMS Marketing
    10% Search Engine Optimization
    10% Web Design
    10% Web Development

    Neuzenix LLC, a small SEO agency, is located in Albuquerque, New Mexico. The team offers Search Engine Optimization and Web Design.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

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

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

    See all 61 projects

    Reviews mention Easy to work with

    Overall, clients consistently describe December Labs as 'easy to work with,' highlighting their ownership of projects and high-quality deliverables. One client noted their effective project management and timely communication, stating, 'They deliver on time and let us know when anything is off.' Another emphasized their dedication, mentioning, 'They were enthusiastic and nice.' This positive sentiment is reinforced across multiple reviews, indicating a strong alignment with client needs and effective collaboration.
    • Mobile App Development for Health & Wellness Company
      5.0 Jun 8, 2022

      December Labs is easy to work with; they take ownership of the project and deliver high-quality work.

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    • Clinical Support System for Healthcare Tech Company
      5.0 Dec 20, 2021

      Overall, the team was well integrated, highly available and easy to work with.

      Read Full Review
    • Consulting Services & Development for Loyalty Platform
      5.0 Oct 4, 2019

      They’re easy to work with, and communication is excellent. We have very tight coordination, and they’re like an in-house team.

      Read Full Review
    • UX/UI Design for Financial Services Firm
      5.0 Sep 11, 2018

      They were very easy to work with; any feedback we provided was incorporated well, and they understood where we were coming from.

      Read Full Review
    • iOS App Dev for Media Jobs Company
      5.0 Jul 11, 2017

      It’s pretty easy. We don't do a lot of calls, which I love because it’s hard sometimes to make phone calls. They’ve been amazing to work with. They did what they could for me at every single moment, even if I had to figure out funding or something.

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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

    In the past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Growexx

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

    Services provided

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

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

    See all 17 projects

    Reviews mention Innovative

    Clients have expressed a strong sentiment of innovation regarding Growexx, highlighting their exceptional adaptability in integrating advanced AI technologies. One client noted their unique approach to understanding and exceeding client needs with tailored solutions, which contributes to their innovative reputation. Additionally, the effective project management and timely delivery further reinforce their status as an innovative partner in enhancing efficiency and accuracy in document processing.
    • AI Dev for Document Processing Platform
      5.0 Jul 29, 2024

      Growexx excels in innovation and adaptability, quickly integrating advanced AI technologies. Their client-centric approach, focusing on understanding and exceeding client needs with tailored solutions, sets them apart. Additionally, their efficient project management and execution highlight their reliability and excellence.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    View projects from:

    United States (9) India (5) Canada (1)
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 24 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% UX/UI Design

    Phaedra Solutions is a versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.

    See all 24 projects

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Software, Nonprofit, Legal, Retail, Advertising & Marketing, IT Services, and Energy. Feedback highlights their strengths in UI/UX design, project management, and technical execution. Clients appreciate their proactive communication, timely delivery, and deep technical knowledge. Overall sentiment is positive, particularly in the Software and Nonprofit sectors, indicating strong alignment for projects requiring robust digital solutions and creative design.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Teq Crew

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Advertising
    20% Search Engine Optimization +2 services
    20% Web Design
    20% Web Development

    Established in 2024, Teq Crew is a small Advertising company. Their services include Advertising and Search Engine Optimization.

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  • State of the Art Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Content Marketing +8 services
    10% Market Research
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    10% Web Development
    5% Branding
    5% Email Marketing

    Established in 2025, State of the Art is a Market Research company. The agency provides Market Research and UX/UI Design.

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  • Featured

    What are Featured Providers?

    LANARS Logotype

    LANARS

    5.0 14 reviews
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

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

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

    See all 14 projects

    Reviews mention Easy to work with

    Clients consistently highlight LANARS as being 'honest, transparent, and easy to work with.' One client noted that despite making change requests, LANARS did not increase the initial quote, demonstrating their commitment to transparency. Additionally, the structured communication through bi-weekly meetings and project management tools like Trello contributed to a smooth collaboration. Overall, the sentiment reflects a strong appreciation for LANARS' approachability and professionalism throughout the project.
    • Social Reading App Dev for Startup
      5.0 May 15, 2019

      It’s their honesty. LANARS gave us a very good quote in the beginning to compete with other agencies. I made some change requests after that, but they never tried to ask for higher prices. They’re honest, transparent, and easy to work with.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have expressed positive sentiments towards LANARS, highlighting their skilled team and effective project management. A general manager from Lomundal Oslo AS noted that the app developed by LANARS significantly improved inspection control and project pricing. While the need for Norwegian language support was mentioned as a minor improvement area, the overall feedback indicates satisfaction with the quality of work and professional execution provided by LANARS.
    Read 1 Recent Review

    Industry Experience

    LANARS has demonstrated expertise across various industries, including Manufacturing, Financial Services, Information Technology, Construction, and Business Services. Clients commend their adaptability, strong project management, and technical proficiency, especially in app development and cloud integration. Overall sentiment is positive, with notable strengths in communication and timely deliverables, making them a suitable partner for projects in tech-driven environments and service-oriented sectors.

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    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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    Krazimo Logotype

    Krazimo

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

    Services provided

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

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

    See all 8 projects

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Information technology Education Research Software

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Krazimo is very responsive

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

    View projects from:

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

    Imobisoft

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

    Services provided

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

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

    See all 20 projects

    Reviews mention Meets deadlines

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

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

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    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

    In the past six months, Imobisoft has received positive feedback for their expertise in software development and project management. Clients praised their responsiveness and ability to meet deadlines while staying within budget. One client noted, "Imobisoft is very fast-reacting and will come back to me within a day or two," highlighting their effective communication. Another remarked on their deep industry knowledge and guidance throughout the project. Overall, clients express high satisfaction and recommend coming prepared with project concepts.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Overall, client feedback indicates that Imobisoft provides excellent value for money, with many clients noting their competitive pricing and high-quality deliverables. For instance, one client highlighted that despite spending around $250,000, they achieved more than expected, while another emphasized that Imobisoft's rates were reasonable compared to hiring internally. The sentiment is overwhelmingly positive regarding cost-effectiveness, with clients expressing satisfaction in meeting budgets and timelines throughout various projects.
    Read All Reviews

    View projects from:

    England (11) Saudi Arabia (1)
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  • Techversa Logotype

    Not yet reviewed

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

    Services provided

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

    Techversa is a cloud consulting & SI company. Established in 2021, the company provides cloud consulting & SI and Custom Software Development.

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  • Vedx Solutions Logotype

    Vedx Solutions

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    Based in Ahmedabad, India, Vedx Solutions is a small web development company. The team specializes in Web Development and Mobile App Development.

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  • Featured

    What are Featured Providers?

    Tallium Inc. Logotype

    Tallium Inc.

    4.9 37 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.

    See all 37 projects

    Reviews mention Experienced

    The feedback from the CEO of Voice2Me highlights a highly positive sentiment regarding Tallium Inc.'s experience. Clients praised their professionalism, excellent communication, and ability to deliver on time, even under tight schedules. Specific commendations include the team's creativity and effective use of technology, which contributed to the successful execution of an AI-powered mobile app project. The client expressed complete satisfaction, indicating no areas for improvement, reinforcing the overall positive perception of Tallium Inc.'s capabilities.
    • Product Discovery & UI/UX Design for AI Voice Solutions Co
      5.0 Jul 23, 2025

      Professionalism, experience, ability to think outside the box and using latest tech and AI to deliver top notch outcomes. Excellent team and well coordinated. They went beyond and above to deliver high value for a challenging task and were accommodating for time zone difference and tight schedules.

      Read Full Review
    Read All Reviews

    Industry Experience

    Tallium Inc. has demonstrated expertise across various industries, including IT services, information technology, financial services, healthcare, and retail. Clients commend their strong technical skills, effective communication, and project management. In IT services and tech, they've excelled in app development and user interface design. In financial services, they have been pivotal in building robust banking applications. Overall, feedback is highly positive, suggesting Tallium is well-suited for projects in technology-driven sectors, emphasizing flexibility and innovative solutions.

    Read All Reviews

    Select Industry to see insights

    Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling Advertising & marketing Healthcare Consumer Products Environmental Services Arts, entertainment & music Business services Automotive IT Services Gaming

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    United States (7) Ukraine (5) England (4) Sweden (4) Germany (3) Canada (2) Mauritius (1) Romania (1) Malta (1) Switzerland (1) Kenya (1) Kazakhstan (1) Hong Kong (1)
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    Leobit Logotype

    Leobit

    4.9 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.

    See all 53 projects

    Industry Experience

    Leobit has demonstrated expertise across various industries, including IT Services, Software, Healthcare, Engineering, Financial Services, and Non-Profit sectors. Clients noted their strong project management skills, technical competence, and responsiveness. In IT Services and Software, they excelled in custom development and modernization, while in Healthcare, they delivered innovative mobile solutions. Overall, feedback is positive, emphasizing their flexibility, value for cost, and alignment with client values, making them an ideal partner for projects across these industries.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.
    Read All Reviews

    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) Estonia (2) Sweden (2) Netherlands (1) Poland (1) Singapore (1) Belgium (1) Luxembourg (1) Ukraine (1) Hong Kong (1) Denmark (1)
    View Profile Visit Website
  • Jamatrix Innovations Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% E-Commerce Development
    20% Web Development

    Jamatrix Innovations, a cloud consulting & SI company, was established in 2023. Located in Surat, India, the team offers cloud consulting & SI and Custom Software Development.

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  • ioauto Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Gdańsk, Poland

    Services provided

    20% AI Development
    20% API Development
    20% CRM Consulting and SI +2 services
    20% Custom Software Development
    20% Low/No Code Development

    CRM consulting and SI company ioauto was established in 2025. The team focuses on CRM consulting and SI and Custom Software Development and is in Gdańsk, Poland.

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  • V4Labs Logotype

    V4Labs

    Not yet reviewed

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

    Services provided

    25% Mobile App Development
    25% Web Development
    10% AI Consulting +4 services
    10% AI Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design

    Based in Hyderabad, India, V4Labs is a small web development company. The team focuses on Web Development and Mobile App Development.

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  • NOTH Technology Group Inc. Logotype

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% Custom Software Development
    10% AI Development +5 services
    10% Generative AI
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Established in 2024, NOTH Technology Group Inc. Is a software development company. The team specializes in Custom Software Development and AI Agents.

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  • Devonstank IT Services Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

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

    Devonstank IT Services Pvt. Ltd., a cloud consulting & SI company, was established in 2024. The team offers cloud consulting & SI and Web Development and is based in Nashik, India.

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  • Sygnalite Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    Sygnalite is a software development company. The small Poznań, Poland-based team focuses on Custom Software Development and Web Development. The company was established in 2019.

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  • Nilo Rocha Logotype

    Nilo Rocha

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% Computer Engineering
    20% IT Managed Services
    20% Web Development +4 services
    10% AI Consulting
    10% AI Development
    10% Digital Engineering
    10% IT Strategy Consulting

    Headquartered in Fortaleza, Brazil, Nilo Rocha is an IT managed services company. Established in 2025, the team specializes in IT managed services and Web Development.

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  • Çakmak Bilişim Logotype

    Çakmak Bilişim

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Advertising +7 services
    10% Content Marketing
    10% Custom Software Development
    10% Digital Strategy
    10% Mobile & App Marketing
    10% Mobile App Development
    10% Social Media Marketing
    10% Web Development

    Established in 2022, Çakmak Bilişim is a small Antalya, Türkiye-based Advertising company. Their services include Advertising and Digital Strategy.

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  • Aura Media USA Logotype

    Aura Media USA

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% Market Research +12 services
    10% Marketing Strategy
    10% Social Media Marketing
    5% AI Agents
    5% Advertising
    5% Affiliate Marketing
    5% Branding
    5% Conversion Optimization
    5% Digital Strategy
    5% Direct Marketing
    5% Email Marketing
    5% Web Design
    5% Web Development

    Aura Media USA, a social media marketing firm, was established in 2023. The small team provides Social Media Marketing and Market Research.

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  • Minoqtopus Logotype

    Minoqtopus

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Development
    10% API Development +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% Generative AI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Development

    Minoqtopus is a software development company. Established in 2024, the firm is in Lahore, Pakistan. Their services include Custom Software Development and Web Development.

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  • Sudodesk Logotype

    Sudodesk

    Not yet reviewed

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

    Services provided

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

    Sudodesk is a Montréal, Canada-based IT strategy consulting company. They offer IT strategy consulting and cloud consulting & SI.

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  • DataNest Consulting Logotype

    DataNest Consulting

    Not yet reviewed

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

    Services provided

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

    DataNest Consulting is a small software development company launched in 2020. Their services include Custom Software Development and Web Development.

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  • Omni Intelligence Logotype

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +8 services
    10% Content Marketing
    10% Custom Software Development
    10% Email Marketing
    10% Low/No Code Development
    10% Robotics Process Automation
    10% Web Development
    5% Application Management & Support
    5% Web Design

    Content Marketing company Omni Intelligence is based in Auckland, New Zealand. Established in 2025, the team offers Content Marketing and Email Marketing.

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  • Nexxcentric Solutions Logotype

    Nexxcentric Solutions

    Not yet reviewed

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

    Services provided

    15% Business Consulting
    10% AI Agents
    10% AI Consulting +11 services
    10% Generative AI
    10% IT Strategy Consulting
    5% CRM Consulting and SI
    5% Direct Marketing
    5% Graphic Design
    5% Low/No Code Development
    5% Mobile App Development
    5% Product Marketing
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Nexxcentric Solutions is a Business Consulting company headquartered in Kingston, Jamaica. They focus on Business Consulting and IT strategy consulting and were established in 2024.

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  • Apptivity sp. z o.o. Logotype

    Apptivity sp. z o.o.

    Not yet reviewed

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

    Services provided

    20% Web Development
    15% Custom Software Development
    15% Mobile App Development +5 services
    10% AI Agents
    10% AI Consulting
    10% AI Development
    10% Cloud Consulting & SI
    10% IT Strategy Consulting

    Apptivity sp. Z o.o. Is a website development firm. The small Kraków, Poland-based team specializes in Web Development and Custom Software Development. The company was established in 2025.

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  • Andrzej Pawlowski Consulting Logotype

    Andrzej Pawlowski Consulting

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% Business Consulting +2 services
    20% Corporate Training & Coaching
    20% ERP Consulting and SI

    Andrzej Pawlowski Consulting is a business intelligence company. The agency is headquartered in Grodzisk Mazowiecki, Poland. Their team offers BI & big data consulting & SI and ERP consulting and

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  • TSM House Agency Logotype

    TSM House Agency

    Not yet reviewed

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

    Services provided

    25% Custom Software Development
    20% AI Development
    15% Mobile App Development +4 services
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% ERP Consulting and SI
    10% Low/No Code Development

    TSM House Agency is a software development firm. They offer Custom Software Development and Artificial Intelligence and were launched in 2025. The agency is headquartered in Abuja, Nigeria.

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  • Pixelisle Digital Services Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Pune, India

    Services provided

    20% AI Development
    20% Branding
    20% Mobile App Development +2 services
    20% Web Design
    20% Web Development

    Branding agency Pixelisle Digital Services was established in 2020. The team provides Branding and Web Design and is in Pune, India.

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  • Jenisys Logotype

    Jenisys

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Low/No Code Development +2 services
    20% Mobile App Development
    20% Web Development

    Jenisys is a software development company. Their small team is located in Serampore, India. Their services include Custom Software Development and Web Development.

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  • CYBERMECH SYSTEMS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Tunis, Tunisia

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% ERP Consulting and SI
    20% IT Strategy Consulting

    CYBERMECH SYSTEMS is an IT strategy consulting company. The team focuses on IT strategy consulting and ERP consulting and SI and is headquartered in Tunis, Tunisia.

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  • Lumeva Pty Ltd Logotype

    Not yet reviewed

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

    Services provided

    60% Environmental Consulting
    20% AI Development
    20% Compliance Consulting

    Environmental Consulting company Lumeva Pty Ltd is located in Melbourne, Australia. Launched in 2025, the team offers Environmental Consulting and Artificial Intelligence.

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  • Asquare Tech Lab LLP Logotype

    Not yet reviewed

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

    Services provided

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

    Asquare Tech Lab LLP, a software development company, is located in Rajkot, India. Their services include Custom Software Development and Web Development.

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  • LaunchBridge Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Salt Lake City, UT

    Services provided

    25% Mobile App Development
    25% Web Development
    20% AI Development +2 services
    20% Low/No Code Development
    10% E-Commerce Development

    LaunchBridge is a small website development company launched in 2021. Their services include Web Development and Mobile App Development.

    Read more
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  • H53 Technologies Ltd Logotype

    H53 Technologies Ltd

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Enterprise App Modernization +2 services
    20% IT Strategy Consulting
    20% Web Development

    H53 Technologies Ltd is a Dublin, Ireland-based IT strategy consulting company. They focus on IT strategy consulting and Custom Software Development.

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  • GirdharTech Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Engineering +2 services
    20% Mobile App Development
    20% Web Development

    GirdharTech is a small custom software development firm in Lucknow, India. Their services include Custom Software Development and Web Development.

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  • Sofosys Softwares Pvt. Ltd. Logotype

    Sofosys Softwares Pvt. Ltd.

    Not yet reviewed

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

    Services provided

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

    Launched in 2025, Sofosys Softwares Pvt. Ltd. Is a small Sahibzada Ajit Singh Nagar, India-based user experience company. Their team focuses on UX/UI Design and Custom Software Development.

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  • M4Softwares Logotype

    M4Softwares

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    M4Softwares, a SEO services firm, was founded in 2025. Located in Karachi, Pakistan, the team offers Search Engine Optimization and Custom Software Development.

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  • Techtonauts Logotype

    Not yet reviewed

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

    Services provided

    25% Web Development
    20% AI Development
    20% API Development +2 services
    20% IoT Development
    15% Custom Software Development

    Techtonauts is a small web development company. Founded in 2025, the team offers Web Development and IoT development.

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  • BYB AGENCY Logotype

    BYB AGENCY

    Not yet reviewed

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

    Services provided

    15% Custom Software Development
    15% Web Development
    10% AI Agents +6 services
    10% AI Consulting
    10% AI Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design

    Established in 2021, BYB AGENCY is a small software development firm. Their team provides Custom Software Development and Web Development.

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  • EVAAO SOFTWARE SOLUTIONS PRIVATE LIMITED Logotype

    EVAAO SOFTWARE SOLUTIONS PRIVATE LIMITED

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% Custom Software Development
    20% DevOps Managed Services +2 services
    20% Generative AI
    20% Mobile App Development

    EVAAO SOFTWARE SOLUTIONS PRIVATE LIMITED is a software development firm based in Salem, India. Their services include Custom Software Development and Mobile App Development.

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  • Webloom Labs Logotype

    Webloom Labs

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Search Engine Optimization +2 services
    20% Web Design
    20% Web Development

    Webloom Labs is a Moratuwa, Sri Lanka-based SEO agency. They provide Search Engine Optimization and Web Design and were established in 2025.

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  • Improve Bizz Logotype

    Improve Bizz

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Content Marketing
    20% E-Commerce Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Located in Gandhinagar, India, Improve Bizz is a small Content Marketing company. The team focuses on Content Marketing and Search Engine Optimization.

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  • Nexruth Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Nexruth is a SEO services firm. Their team is in 16, Colombia. The firm focuses on Search Engine Optimization and Custom Software Development.

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  • Aroimetion Technology (OPC) Private Limited Logotype

    Aroimetion Technology (OPC) Private Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% DevOps Managed Services +2 services
    20% Mobile App Development
    20% Robotics Process Automation

    Aroimetion Technology (OPC) Private Limited is a software development firm. They provide Custom Software Development and Mobile App Development and were launched in 2025.

    Read more
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  • QYRA TECH Logotype

    QYRA TECH

    Not yet reviewed

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

    Services provided

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

    Web design company QYRA TECH specializes in Web Design and Custom Software Development. They are located in Dindigul, India.

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  • DevBeings Logotype

    Not yet reviewed

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

    Services provided

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

    DevBeings, an UX agency, was established in 2024. The team focuses on UX/UI Design and Custom Software Development.

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  • LEOPRD Logotype

    LEOPRD

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Pay Per Click
    20% Public Relations +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    LEOPRD is a public relations company. The team focuses on Public Relations and Social Media Marketing and is headquartered in Darlinghurst, Australia.

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  • Optumyte Innovations Logotype

    Optumyte Innovations

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Blockchain +2 services
    20% Custom Software Development
    20% Mobile App Development

    Optumyte Innovations, a custom software development company, was launched in 2025. The agency specializes in Custom Software Development and Mobile App Development.

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  • N1GEO Logotype

    Not yet reviewed

    $1,000+
    $300+ / hr
    2 - 9
    Bangkok, Thailand

    Services provided

    20% AI Development
    20% Conversion Optimization
    20% Demand Generation Marketing +2 services
    20% Digital Strategy
    20% Search Engine Optimization

    In Bangkok, Thailand, N1GEO is a Digital Strategy company. Their services include Digital Strategy and Conversion Optimization.

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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 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 fxis.ai
10 Edvantis
11 Fingent
12 Osedea
13 ServReality
14 HatchWorks AI
15 Deviniti

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

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

    Service focus

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

    Neoteric

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

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

    Osedea

    $50,000+
    $100 - $149 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  13. ServReality Logotype

    ServReality

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  16. Valere Logotype

    Valere

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

    Ability to deliver

    38.5/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  19. Coherent Solutions Logotype

    Coherent Solutions

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Minneapolis, MN

    Ability to deliver

    38.2/40.0
    19.2/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  21. Qubika Logotype

    Qubika

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  24. Waverley Software Logotype

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  25. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

    100% AI Development
    View Profile Visit Website
  27. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  28. Digica Logotype

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  29. Antier Solutions Logotype

    Antier Solutions

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  30. EB Pearls Logotype

    EB Pearls

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

    Ability to deliver

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

    Service focus

    25% AI Development
    75% Other
    View Profile Visit Website

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Updated December 16, 2025
Ruben Melkonian

Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

Artificial Intelligence Thought Leadership, Scaling
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AI is restructuring organizations and work-flows. Explore how AI can help improve work-life balance and enhance employee skills to drive productivity and...

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Artificial Intelligence Development Company FAQs

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

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

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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

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

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

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

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

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

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

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

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

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

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