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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 25, 2025
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15 Leaders 15 Contenders

17,866 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

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

    Services provided

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

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

    See all 82 projects

    Reviews mention Exceptional results

    Clients have expressed exceptional satisfaction with Simform's ability to deliver high-quality web and mobile applications. One client noted that the project significantly improved the efficiency and cost-effectiveness of their community kitchen operations. They praised Simform's project management, highlighting timely communication and resource optimization. Additionally, the client's confidence in Simform's comprehensive skill set and experience with global businesses underscores their reputation for delivering successful IT projects within budget and on schedule.
    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      Thanks to Simform's work, we've been able to get new products and features launched. I can be very demanding, with aggressive timelines to launch things. Simform has been incredibly gracious and responsive and has sometimes put in overtime to make sure they help us with critical items for my business. They provide an amazing, excellent, responsive service, launching new products and fixing issues.

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    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      The team cares about the project as if this were their business, too. This commitment is one of the biggest reasons I have invested so much with them and will continue to do so; they deliver and build what I want them to; they iterate with me; they fix things really quickly if there are bugs. In fact, they have a 100% success rate when addressing crashes or errors.

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    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.

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    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      I've been operating my business for five years now, and Simform is above anyone else I've worked with in terms of professionalism, ability to deliver, responsiveness, and high-quality products. They just hit every single mark I'm looking for.

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    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.

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    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

    View projects from:

    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.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
    Read All Reviews

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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 Professional

    The overall sentiment regarding BlueLabel's professionalism is highly positive. Clients consistently praised their promptness, expertise, and ability to manage projects efficiently. For instance, one client noted their 'excellent project management,' while another highlighted how BlueLabel 'goes fast' and learns deeply about the client's domain. Additionally, clients appreciated their responsiveness and proactive communication, describing the team as 'very professional' and 'engaged.' Some suggested improvements in communication with non-technical users, but overall, the sentiment reflects strong satisfaction with BlueLabel's professional conduct.
    • Financial Plan POC Dev for Retirement Planning Company
      4.5 Sep 24, 2024

      BlueLabel was prompt, professional, and focused. Their approach to working relatively quickly on design and discovery was helpful. Their engagement with similar types of use cases in the industry was very important.

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

      They’re an efficient and professional company. We’ve never had issues with their capabilities to turn around our requirements in an appropriate amount of time. It’s been a positive experience overall.

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    • Prototype Design for Procurement Platform
      5.0 Oct 4, 2019

      Their team has been professional throughout the process, displaying creativity and expertise. Tanya was exceptional in taking my idea and turning it into a working prototype. Danny created a beautiful landscape and visual presentation of the product.

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    • iOS Mobile App Dev for Football Tailgate Search Tool
      5.0 Nov 3, 2017

      Blue Label Labs gives us succinct value, which makes them stand apart from competitors. They are very professional in their development, and their executive leadership has been absolutely incredible and unexpected.

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    • iOS App Development for BabyMed
      5.0 Feb 27, 2014

      Blue Label performed beyond expectations. They are very smart. They understand what is going on, and they are extremely professional. They are professional beyond what I have seen in anybody else.

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    Industry Experience

    BlueLabel has demonstrated expertise across various industries, including Healthcare, Agriculture, Insurance, and Financial Services. Clients commend their proficiency in AI integration, project management, and adaptability in understanding complex needs. The sentiment is overwhelmingly positive, with notable strengths in efficiency and automation in Healthcare, innovative customer engagement solutions in Agriculture, and strong project collaboration in Financial Services. Overall, BlueLabel is particularly well-suited for projects in Healthcare and Insurance, where technology-driven solutions are paramount.

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    Select Industry to see insights

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

    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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  • Newark Digital Logotype

    Newark Digital

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Branding
    25% Pay Per Click +1 service
    25% Search Engine Optimization

    Branding firm Newark Digital provides Branding and Search Engine Optimization. They are in București, Romania.

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  • Hook & Hold Logotype

    Hook & Hold

    5.0 1 review
    $1,000+
    Undisclosed
    Freelancer

    Services provided

    50% AI Development
    50% Social Media Marketing

    Hook & Hold offers expertise in setting up and optimizing chatbot systems on platforms such as Instagram and Messenger, focusing on lead generation, customer segmentation, and support integration. Clients praise the company for its swift execution, high-quality deliverables, and effective communication. Overall, Hook & Hold is recognized for significantly enhancing client engagement and operational efficiency.

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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

    30% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +2 services
    15% Mobile App Development
    10% IT Staff Augmentation

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

    See all 21 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for Azumo has been overwhelmingly positive, highlighting their expertise in designing conversational applications and aligning resources effectively. A director from nlx.ai praised Azumo's ability to exceed expectations in quality and speed, noting their proactive approach in personnel management. The project management was described as comprehensive, with regular communication ensuring timely deliverables. Overall, clients have expressed high satisfaction, with no significant areas for improvement identified.
    Read 1 Recent Review

    Industry Experience

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

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    Select Industry to see insights

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

    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 Easy to work with

    Clients consistently emphasize WillowTree's approachability and collaborative nature, noting their ease of interaction. One client highlighted that the team was 'very personable and easy to interact with,' while another stated they found the relationship 'good' and appreciated the team's willingness to make improvement suggestions. Overall, the sentiment reflects a strong appreciation for WillowTree's communicative style and dedication to maintaining alignment throughout engagements.
    • Mobile App Dev for Sports News Network
      5.0 Sep 12, 2018

      We’ve worked with a variety of developers at different stages in their careers at the company but the relationships with them have always been good. They’re collaborative and easy to work with. They’re not afraid to make suggestions for improvements and do a lot of research on their own to find better options.

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    • New Product Market Research & UI/UX Workflow for Printer Co
      5.0 Jun 16, 2020

      I have worked with many software development partners in my career, and the thing I liked about them and what I think makes them stand out is how interactive they were throughout the engagement. There were regular checkpoint meetings just to make sure we were aligned and they were on the right track. The way that they interacted with us and kept us in the loop regarding what they were doing, why they were doing it, and how they were doing it was valuable. They were very personable and easy to interact with.

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    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

    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 Trustworthy

    The overall sentiment regarding iTechArt Group is highly positive, with clients expressing trust in their capabilities. One client noted, 'iTechArt Group has changed my mind and earned my trust,' highlighting their integrity and consistent performance. They meet deadlines and maintain budget while providing exceptional value, which further solidifies their trustworthy reputation. Clients appreciate their dedication and effective communication, leading to long-term partnerships. Overall, iTechArt Group is viewed as a reliable development partner.
    • Mobile App & Web Development for Social Media Platform
      5.0 May 1, 2023

      iTechArt Group cares about our project and their performance is great. After a bad experience with a previous development agency, I didn’t trust other companies and wanted to work with two partners in case something went wrong again. iTechArt Group has changed my mind and earned my trust. Our relationship has grown over time, and they’re my only development partner now.

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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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Services provided

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

    Software development company Remarkable Technology was established in 2015. The midsize team offers Custom Software Development and Artificial Intelligence.

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  • Eydean Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    50 - 249
    Kathmandu, Nepal

    Services provided

    25% AI Development
    25% Custom Software Development
    5% AR/VR Development +9 services
    5% Application Management & Support
    5% Application Testing
    5% Blockchain
    5% E-Commerce Development
    5% IoT Development
    5% Mobile App Development
    5% Other Application Development
    5% Wearable App Development
    5% Web Development

    Custom software development company Eydean is in Kathmandu, Nepal and Kalamazoo, Michigan. The team focuses on Custom Software Development and Artificial Intelligence.

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  • iTizzi Custom Software Development Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% AI Development
    25% Blockchain +2 services
    10% Mobile App Development
    10% Web Development

    Established in 2020, iTizzi Custom Software Development is a custom software development company. The team focuses on Custom Software Development and Artificial Intelligence.

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  • AdzSpec AB Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    Stockholm, Sweden

    Services provided

    20% AI Development
    10% AR/VR Development
    10% E-Commerce Development +10 services
    10% Mobile App Development
    10% Other Application Development
    5% AI Consulting
    5% Custom Software Development
    5% Enterprise App Modernization
    5% Graphic Design
    5% IoT Development
    5% UX/UI Design
    5% Wearable App Development
    5% Web Development

    AdzSpec AB is an AI firm. Their midsize team is headquartered in Stockholm, Sweden and focuses on Artificial Intelligence and Mobile App Development. The company was established in 2020.

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  • Qodeit Logotype

    Qodeit

    Not yet reviewed

    Undisclosed
    < $25 / hr
    50 - 249

    Services provided

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

    In Bengaluru, India, Qodeit is a midsize user experience design agency. Their services include UX/UI Design and Web Development.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

    In the 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

    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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    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

    Reviews mention Open to feedback

    Clients have expressed a highly positive sentiment regarding Phaedra Solutions' openness to feedback. One client noted that Phaedra was 'highly responsive to our feedback and evolving needs,' indicating a strong commitment to collaboration. Additionally, their proactive communication contributed to a smooth partnership. Overall, clients appreciate the company's willingness to adapt and refine their approach based on client input, reinforcing Phaedra Solutions' reputation as a reliable and innovative partner.
    • UX/UI Design for AI-Powered Platform
      5.0 Jun 28, 2025

      Phaedra demonstrated excellent project management throughout. They delivered all milestones on time and were highly responsive to our feedback and evolving needs. Communication was clear and proactive, making the entire collaboration smooth and efficient.

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    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.

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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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    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 app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.

    See all 14 projects
    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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients generally perceive LANARS as offering strong value for money, often highlighting their competitive pricing and quality of work. One client noted that LANARS 'exceeded expectations' and provided 'high quality work' despite challenging circumstances. Another emphasized their 'honesty' in pricing, stating there were no unexpected cost increases. Overall, feedback reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing LANARS's reputation as a reliable partner for various projects.
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    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • Pinnacle Technologies, LLC. Logotype

    Pinnacle Technologies, LLC.

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    50 - 249

    Services provided

    25% Robotics Process Automation
    15% AI Development
    15% Cloud Consulting & SI +4 services
    15% UX/UI Design
    10% AI Consulting
    10% Low/No Code Development
    10% Web Design

    Pinnacle Technologies, LLC. Is an user experience design company. The team focuses on UX/UI Design and cloud consulting & SI and is in Lakeland, Florida.

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  • Alex Halchenko Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    Freelancer
    London, England

    Services provided

    30% UX/UI Design
    20% AI Development
    15% AI Consulting +3 services
    15% Generative AI
    10% Low/No Code Development
    10% Web Design

    Alex Halchenko is a small UX agency founded in 2016. Their team provides UX/UI Design and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    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

    Reviews mention Unique expertise

    Clients commend Krazimo for their unique expertise in developing innovative AI solutions, particularly for cryptocurrency analysis. One client highlighted Krazimo's ability to integrate diverse data sources and deliver a robust AI agent that exceeded expectations. The project was noted for its scalability and advanced analytics, demonstrating Krazimo's capability to manage complex projects effectively. Overall, the sentiment is highly positive, with clients expressing confidence in Krazimo's specialized skills and commitment to excellence.
    • AI Development for Generative AI Company
      5.0 Feb 7, 2025

      Krazimo delivered an exceptional crypto research agentic AI for Automatons, combining real-time information retrieval, advanced analytics, and seamless integrations. The AI not only fetched live cryptocurrency data from sources like Twitter, Token Metrics, and CoinGecko but also provided insightful indices with buy or sell ratings for tokens. Krazimo’s expertise in integrating diverse data sources and building a reliable, responsive system truly stood out.

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    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.

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    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.
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    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 Knowledgeable

    Clients consistently highlight Imobisoft's extensive knowledge in their respective fields. One client noted their impressive understanding of NHS requirements, stating that Imobisoft guided them effectively throughout the software development process. Another emphasized their technical expertise during an AWS migration, describing them as 'highly technical' and knowledgeable. Furthermore, a project leader praised their vast knowledge, stating it was 'almost overwhelming' and appreciated their feedback on project ideas. Overall, the sentiment regarding Imobisoft's knowledge is overwhelmingly positive.
    • Diagnostic Solution Design & Development for BioTech Company
      5.0 Aug 6, 2025

      We're impressed with Imobisoft's knowledge of the sector. The team knows the requirements from the NHS very well and has guided us on the development of the software rather than us telling them what to do. Imobisoft has done their own research on the management and diagnosis of the current diagnosis of preeclampsia.

      Read Full Review
    • Web, Android & iOS App Development & Design for Transport Co
      5.0 Sep 19, 2025

      Imobisoft's knowledge is so vast that it's almost overwhelming. It's great to know that they listen to your ideas and tweaks when you approach them with an idea. Imobisoft gives you feedback on whether something is plausible or if there's a better solution. Ensure you have your knowledge beforehand. Even if you don't, Imobisoft will help you along your path. They're very knowledgeable.

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

    Imobisoft has demonstrated expertise across various industries, including Information Technology, Food & Beverage, Healthcare, and Legal. Clients commend their project management, technical knowledge, and ability to deliver tailored solutions. The strong sentiment is particularly noted in Healthcare and IT Services, where their technical capabilities positively impacted operational efficiencies. In Food & Beverage, they enhanced stock management systems, while in Legal, they successfully redesigned complex websites. Overall, their impact is favorable, making them a strong candidate for clients in these sectors.

    Read All Reviews

    Select Industry to see insights

    Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resources

    View projects from:

    England (11) Saudi Arabia (1)
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    Tallium Inc. Logotype

    Tallium Inc.

    4.9 38 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 38 projects

    Reviews mention Patient

    Clients have consistently praised Tallium Inc. for their patience and supportive approach throughout project execution. One client noted, 'They were very patient with us' while another remarked on their 'great support' and 'very patient at times.' Overall, the sentiment towards Tallium reflects a high level of satisfaction, with clients appreciating their attentive listening, timely updates, and willingness to accommodate requests, contributing to a smooth workflow and positive project outcomes.
    • WordPress Web Dev for Venture Capital Firm
      5.0 May 5, 2022

      They were very patient with us. They listened to all of our requests and gave us very good design advice.

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    • Custom Dev for Knowledge Exchange Hub
      5.0 May 20, 2020

      Tallium has been so supportive during this project and has shown us that they really know their stuff when it comes to design and development. Not only have we learned during this process, but Tallium has been so supportive to us and very patient at times.

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

    Reviewed 4 times in the past 6 months

    In the last six months, client feedback on Tallium Inc. has been overwhelmingly positive, highlighting exceptional project management and strong technical expertise. Clients noted timely deliveries and effective communication, with one CEO stating, "Tallium became our strongest and most reliable collaboration." Another client emphasized their deep technical understanding, while a PR Director praised their partnership approach and quality of output. Overall, clients expressed satisfaction with outcomes and reported no significant areas for improvement.
    Read 4 Recent Reviews

    Industry Experience

    Tallium Inc. has demonstrated its expertise across various industries, including Gaming, Information Technology, Financial Services, Retail, and Education. Clients have praised their technical proficiency, project management skills, and ability to integrate complex functionalities. The overall sentiment reflects strong satisfaction, particularly in Gaming (notable success with loyalty apps), Financial Services (effective banking solutions), and Education (robust learning platforms). Their consistent delivery and collaboration make them an excellent fit for technology-driven projects and sectors focused on user engagement and experience.

    Read All Reviews

    Select Industry to see insights

    Advertising & marketing Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling 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

    Clients consistently highlight Tallium Inc.'s value for money, noting their competitive pricing and high-quality deliverables. One client remarked on their 'good value for cost,' while another appreciated that their pricing 'fit our budget.' Overall sentiment indicates that clients feel they receive exceptional service and expertise relative to the investment made, reinforcing Tallium's reputation as a cost-effective partner for complex projects.
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  • TechQware - Leading Mobile App Development Company in India | Android, iOS & Website Experts Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% Generative AI
    10% Wearable App Development +14 services
    5% AI Development
    5% API Development
    5% AR/VR Development
    5% BI & Big Data Consulting & SI
    5% CRM Consulting and SI
    5% Cloud Consulting & SI
    5% Custom Software Development
    5% E-Commerce Development
    5% IT Strategy Consulting
    5% IoT Development
    5% Mobile App Development
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Development

    TechQware - Leading Mobile App Development Company in India | Android, iOS & Website Experts is a Wearable App Development company. Their services include Wearable App Development.

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  • Bitcoding solutions Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    50 - 249
    Surat, India

    Services provided

    15% AI Development
    10% Generative AI
    10% Mobile App Development +11 services
    10% UX/UI Design
    10% Web Development
    5% API Development
    5% Application Management & Support
    5% Custom Software Development
    5% DevOps Managed Services
    5% Logo
    5% Packaging Design
    5% Print Design
    5% Search Engine Optimization
    5% Web Design

    Bitcoding solutions is a midsize artificial intelligence company. Founded in 2022, the team offers Artificial Intelligence and UX/UI Design.

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  • Featured

    What are Featured Providers?

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

    Reviewed 4 times in the past 6 months

    In the past six months, Leobit has received positive feedback from multiple clients, highlighting their strong project management and technical expertise. A CEO noted their ability to deliver projects ahead of schedule and appreciated their innovative ideas. The Development Director of Asprey Management Solutions praised their flexibility and thorough documentation during a software migration. Overall, clients expressed satisfaction with timely deliverables and effective communication, indicating that Leobit consistently meets or exceeds expectations.
    Read 4 Recent Reviews

    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
    Ahex Technologies Logotype

    Ahex Technologies

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

    Services provided

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

    Ahex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.

    See all 50 projects
    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In the past six months, Ahex Technologies has received positive feedback for their responsiveness, project management, and innovative solutions. Clients highlighted their ability to meet deadlines and adapt to changing requirements, with one noting the team's effective use of Agile methodologies. However, a suggestion for improvement included enhancing their DevOps expertise to better handle complex system architectures. Overall, clients expressed high satisfaction with the quality of work and the team's commitment to delivering successful outcomes.
    Read 2 Recent Reviews

    Industry Experience

    Ahex Technologies has garnered positive feedback across a diverse range of industries, including IT Services, Government, Software, Education, Healthcare, and more. Clients commend their expertise in custom software development, timely delivery, and proactive communication. The IT and Software sectors particularly highlight their ability to deliver innovative solutions and maintain high-quality standards. In Government and Healthcare, Ahex is noted for their responsiveness to compliance and user experience needs. Overall, their strengths lie in agile methodologies and adaptability, making them a strong contender for projects across various sectors.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    India (21) United States (13) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
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  • Adventa Technologies Pty Ltd Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249
    Colombo, Sri Lanka

    Services provided

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

    Adventa Technologies Pty Ltd, a software development company, focus on Custom Software Development and Mobile App Development. They were launched in 2017.

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  • 301io Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Erie, PA

    Services provided

    25% AI Development
    25% Cloud Consulting & SI
    25% Custom Software Development +1 service
    25% Digital Engineering

    Cloud consulting & SI company 301io was launched in 2020. The team focuses on cloud consulting & SI and Custom Software Development and is located in Erie, Pennsylvania.

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  • Revnix Logotype

    Revnix

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% Custom Software Development
    25% E-Commerce Development +1 service
    25% Web Development

    Revnix is a midsize Haripur, Pakistan-based software development company. Their services include Custom Software Development and Web Development.

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  • Aimyze Software Logotype

    Aimyze Software

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    50% CRM Consulting and SI
    25% Custom Software Development
    25% Generative AI

    Founded in 2023, Aimyze Software is a CRM consulting and SI company. The team focuses on CRM consulting and SI and Custom Software Development.

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  • Infantex Logotype

    5.0 5 reviews
    $25,000+
    < $25 / hr
    10 - 49
    Hanoi, Vietnam

    Services provided

    50% Blockchain
    15% AI Development
    15% Custom Software Development +2 services
    10% Mobile App Development
    10% Web Development

    Infantex - The first AI-Powered Outsourcing Company in Vietnam.A next-gen IT outsourcing company using AI to deliver cost-effective and time-efficient solutions in Web2 & Web3 game development,

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  • ZysCo Logotype

    ZysCo

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% Custom Software Development
    20% Mobile App Development
    20% Web Development +4 services
    10% AI Development
    10% Business Consulting
    10% UX/UI Design
    10% Web Design

    ZysCo is an Irvine, California-based software development firm. They provide Custom Software Development and Web Development and were established in 2007.

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  • PilotSprint Logotype

    Not yet reviewed

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

    Services provided

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

    PilotSprint is a small cloud consulting & SI company headquartered in Gandhinagar, India. Their services include cloud consulting & SI and Custom Software Development.

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  • Optimum Marketing Logotype

    Optimum Marketing

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Business Consulting +2 services
    20% Marketing Strategy
    20% Pay Per Click

    Optimum Marketing is a branding agency founded in 2023. The team offers Branding and Marketing Strategy.

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  • Epsum Labs Private Limited Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    50 - 249
    Bhubaneswar, India

    Services provided

    20% AI Development
    20% IT Managed Services
    20% IT Strategy Consulting +2 services
    20% IoT Development
    20% Mobile App Development

    Epsum Labs Private Limited is an IT strategy consulting company. In Bhubaneswar, India and Ames, Iowa, the team provides IT strategy consulting and IT managed services.

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  • Mostrum Srl Logotype

    Not yet reviewed

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

    Services provided

    15% AR/VR Development
    15% Custom Software Development
    15% Mobile App Development +7 services
    15% Web Development
    10% API Development
    10% UX/UI Design
    5% AI Consulting
    5% AI Development
    5% Blockchain
    5% IoT Development

    Mostrum Srl is a custom software development company established in 2023. Their services include Custom Software Development and Web Development.

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  • Qusion Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    Praha, Czech Republic

    Services provided

    30% Mobile App Development
    20% UX/UI Design
    15% Web Development +4 services
    10% AI Development
    10% AR/VR Development
    10% Product Design
    5% Business Consulting

    Application development company Qusion is in Praha, Czech Republic. They provide Mobile App Development and UX/UI Design.

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  • Teknotize Logotype

    Not yet reviewed

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

    Services provided

    15% E-Commerce Development
    15% Mobile App Development
    10% AI Development +6 services
    10% AR/VR Development
    10% Blockchain
    10% Custom Software Development
    10% Low/No Code Development
    10% Web Design
    10% Web Development

    Teknotize is a custom software development company founded in 2022. The team focuses on Custom Software Development and Web Development.

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  • Global Pioneers Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Slate Hill, NY

    Services provided

    15% Cybersecurity
    15% Web Development
    10% AI Development +9 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Enterprise App Modernization
    5% AI Consulting
    5% Application Management & Support
    5% Corporate Training & Coaching
    5% E-Commerce Development
    5% Other Application Development
    5% Search Engine Optimization

    Global Pioneers is a Cybersecurity company established in 2014. The firm provides Cybersecurity and Web Development, and is small.

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  • Sergey Designer Pro Logotype

    Sergey Designer Pro

    Not yet reviewed

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

    Services provided

    50% Video Production
    20% UX/UI Design
    20% Web Design +1 service
    10% Generative AI

    Video production agency Sergey Designer Pro is in Dnipro, Ukraine. The team offers Video Production and Web Design.

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  • Rankpage Sdn Bhd Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    10 - 49
    Kuala Lumpur, Malaysia

    Services provided

    80% Search Engine Optimization
    20% AI Consulting

    Rankpage is a leading SEO agency in Malaysia, dedicated to helping businesses achieve long-term online visibility and measurable growth. Our SEO services are built on a foundation of research,

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  • ANCKR Logotype

    ANCKR

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    50 - 249

    Services provided

    40% Web Development
    20% Mobile App Development
    10% AI Development +3 services
    10% Enterprise App Modernization
    10% Low/No Code Development
    10% Web Design

    Established in 2016, ANCKR is a midsize website development firm. Their services include Web Development and Mobile App Development.

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  • W3Nuts Logotype

    5.0 1 review
    $5,000+
    $25 - $49 / hr
    50 - 249
    Rajkot, India

    Services provided

    80% Web Development
    20% AI Development

    The idea of starting a multifunctional digital services firm germinated from a simple yet resounding belief. From the outset, we were confident in our ability to draft a team of developers that

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  • WikQik Logotype

    Not yet reviewed

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

    Services provided

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

    WikQik, a software development company, is headquartered in Noida, India. They specialize in Custom Software Development and Artificial Intelligence and were established in 2018.

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  • Technologia Solutions LLC Logotype

    5.0 2 reviews
    $1,000+
    $50 - $99 / hr
    10 - 49
    Karachi, Pakistan

    Services provided

    20% AI Development
    20% Blockchain
    20% Custom Software Development +3 services
    20% UX/UI Design
    10% AR/VR Development
    10% IoT Development

    Technologia Solutions LLC offers custom software development, focusing on automated systems for various business needs, including travel booking and school management. Feedback highlights their professionalism, responsiveness, and effective project management using agile methodologies. Clients appreciate their dedication, technical expertise, and the integration of advanced technologies, although suggestions for improvement include enhancing domain knowledge and increasing team size for faster project completion.

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  • Factr Limited Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Brant, Canada

    Services provided

    30% AI Development
    30% Blockchain
    20% Custom Software Development +2 services
    15% Web Development
    5% Cybersecurity

    Artificial intelligence company Factr Limited was launched in 2018. The team focuses on Artificial Intelligence and Blockchain.

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  • GOLAZO Services, LLC Logotype

    Not yet reviewed

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

    Services provided

    25% Mobile App Development
    15% Web Development
    14% Low/No Code Development +6 services
    10% AI Consulting
    10% Digital Engineering
    10% Generative AI
    10% Web Design
    5% E-Commerce Development
    1% Custom Software Development

    Headquartered in Gig Harbor, Washington, GOLAZO Services, LLC is a web development company. They specialize in Web Development and Mobile App Development.

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  • AMP VISUAL MEDIA Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9
    Belleville, Canada

    Services provided

    20% AI Development
    20% Branding
    20% Corporate Photography +2 services
    20% Video Production
    20% Web Development

    Founded in 2019, AMP VISUAL MEDIA is a branding company. Their team offers Branding and Video Production.

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  • Lizard & Dog Logotype

    Not yet reviewed

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

    Services provided

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

    Headquartered in Vence, France, Lizard & Dog is a custom software development firm. The team offers Custom Software Development and Web Development.

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  • Xerone IT Logotype

    5.0 1 review
    $50,000+
    $25 - $49 / hr
    10 - 49
    Rajshahi, Bangladesh

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% Other Application Development +1 service
    25% Social Media Marketing

    Xerone IT offers cloud-based software development services, specializing in automating Facebook Messenger responses and creating eCommerce platforms within Messenger. Overall, feedback indicates that Xerone IT delivers on its promises with effective communication and excellent project management, particularly praised for their technical expertise and adherence to timelines.

    See all 1 projects
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  • Expert WSI eMarketing (WSI™) Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Houston, TX

    Services provided

    15% AI Consulting
    10% Pay Per Click
    10% Search Engine Optimization +12 services
    10% Video Marketing
    5% AI Development
    5% Content Marketing
    5% Digital Strategy
    5% E-Commerce Development
    5% Ecommerce Marketing
    5% Generative AI
    5% Marketing Strategy
    5% Mobile & App Marketing
    5% Social Media Marketing
    5% Video Production
    5% Web Development

    Expert WSI eMarketing (WSI™) is an AI Consulting company. They are headquartered in Houston, Texas, and their services include AI Consulting and Search Engine Optimization.

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  • StrategyWise Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Birmingham, AL

    Services provided

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

    Artificial intelligence company StrategyWise was launched in 2013. The team offers Artificial Intelligence and BI & big data consulting & SI.

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  • Raisense Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Тошкент, Uzbekistan

    Services provided

    30% Web Development
    20% Mobile App Development
    15% AI Development +3 services
    15% UX/UI Design
    10% AR/VR Development
    10% Web Design

    Small web development firm Raisense, is headquartered in Тошкент, Uzbekistan. The team offers Web Development and Mobile App Development.

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  • WeemTech Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Yerevan, Armenia

    Services provided

    40% E-Commerce Development
    25% Web Development
    20% Custom Software Development +1 service
    15% AI Development

    WeemTech, an e-commerce development company, was established in 2016. The agency offers E-Commerce Development and Web Development.

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  • Autoflow Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer
    Kfar Vradim, Israel

    Services provided

    40% AI Development
    30% Low/No Code Development
    15% AI Consulting +1 service
    15% SMS Marketing

    Autoflow is an AI development company in Kfar Vradim, Israel. They focus on Artificial Intelligence and Low/No Code Development.

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  • TechWizers Logotype

    TechWizers

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    15% Ecommerce Marketing
    15% Search Engine Optimization
    10% AI Development +6 services
    10% AR/VR Development
    10% Custom Software Development
    10% IoT Development
    10% Low/No Code Development
    10% Pay Per Click
    10% Web Design

    TechWizers, a SEO company, was launched in 2015. In Lucknow, India, the team focuses on Search Engine Optimization and Ecommerce Marketing.

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  • The Healthy Marketing Logotype

    The Healthy Marketing

    Not yet reviewed

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

    Services provided

    30% AI Development
    25% Web Development
    15% Mobile & App Marketing +3 services
    10% Conversion Optimization
    10% Pay Per Click
    10% Social Media Marketing

    Artificial intelligence firm The Healthy Marketing is in Casares, Spain. Established in 2016, the team provides Artificial Intelligence and Web Development.

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  • KTM Labs Pvt Ltd Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Kathmandu, Nepal

    Services provided

    20% Custom Software Development
    20% Mobile App Development
    20% Web Development +4 services
    15% AI Development
    10% HR Outsourcing
    10% Low/No Code Development
    5% IT Strategy Consulting

    Launched in 2012, KTM Labs Pvt Ltd is a custom software development firm. The agency offers Custom Software Development and Web Development.

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  • Onset Technologies LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Houston, TX

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% IT Strategy Consulting +1 service
    25% Other IT Consulting and SI

    Founded in 2008, Onset Technologies LLC, a small IT strategy consulting company, is located in Houston, Texas. Their team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • Intermedia Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Montevideo, Uruguay

    Services provided

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

    Launched in 1998, Intermedia Software, a midsize software development company, is based in Montevideo, Uruguay. Their services include Custom Software Development and Artificial Intelligence.

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  • New Resources Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milwaukee, WI

    Services provided

    20% ERP Consulting and SI
    20% IT Staff Augmentation
    20% Other IT Consulting and SI +4 services
    10% AI Consulting
    10% Business Consulting
    10% IT Managed Services
    10% IT Strategy Consulting

    New Resources Consulting is an IT staff augmentation company. They provide IT staff augmentation and other IT consulting and SI and were established in 1992.

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  • NTQ SOLUTION Logotype

    Not yet reviewed

    $25,000+
    < $25 / hr
    1,000 - 9,999
    Hanoi, Vietnam

    Services provided

    30% Custom Software Development
    20% IT Staff Augmentation
    20% Web Development +4 services
    10% AI Development
    10% Mobile App Development
    5% Blockchain
    5% IoT Development

    NTQ SOLUTION, a custom software development company, was launched in 2011. The company provides Custom Software Development and IT staff augmentation, and is large.

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  • 3i Data Scraping Logotype

    Not yet reviewed

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

    Services provided

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

    3i Data Scraping, a business intelligence company, is located in Houston, Texas and Böblingen, Germany. The team provides BI & big data consulting & SI and Artificial Intelligence.

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  • UPTHRUST Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249
    Antwerpen, Belgium

    Services provided

    10% AI Consulting
    10% Social Media Marketing
    5% AI Development +15 services
    5% Content Marketing
    5% Conversion Optimization
    5% Digital Strategy
    5% E-Commerce Development
    5% Ecommerce Marketing
    5% Email Marketing
    5% Generative AI
    5% Marketing Strategy
    5% Mobile & App Marketing
    5% Mobile App Development
    5% Pay Per Click
    5% Search Engine Optimization
    5% UX/UI Design
    5% Web Design
    5% Web Development

    UPTHRUST is a social media marketing company established in 2018. The midsize team offers Social Media Marketing and AI Consulting.

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  • Double Klick Designs Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    50 - 249
    New Delhi, India

    Services provided

    15% Search Engine Optimization
    15% Web Design
    10% AI Agents +6 services
    10% AI Consulting
    10% AI Development
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Mobile App Development
    10% Web Development

    In New Delhi, India, Double Klick Designs is a midsize SEO services firm. Their services include Search Engine Optimization and Web Design.

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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.

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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 Edvantis
10 fxis.ai
11 Fingent
12 Osedea
13 Valere
14 ServReality
15 HatchWorks AI

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
  9. 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

    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. Valere Logotype

    Valere

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

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  14. 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
  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

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. 3 SIDED CUBE Logotype

    3 SIDED CUBE

    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Ability to deliver

    37.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    50% AI Development
    50% 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. 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
  28. 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
  29. 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
  30. 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

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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

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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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