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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: October 4, 2026
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30,583 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

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

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Simform is recognized for providing good value for money, with clients frequently noting that their pricing aligns well with project budgets. Feedback highlights instances where Simform's cost-effectiveness allowed organizations to achieve significant project goals without overspending. Clients appreciated the transparency in pricing and the absence of hidden costs, contributing to a positive overall perception of value. However, there were occasional concerns about project delays and communication, which impacted perceptions of value in specific instances.
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    View projects from:

    United States (51) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Wizard Labs Logotype

    Wizard Labs

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

    Services provided

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

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

    See all 7 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Wizard Labs has received positive feedback for their technical expertise in AI and project management capabilities. Clients appreciate their thorough assessments and clear communication, noting that Wizard Labs delivers projects on or ahead of schedule. One client highlighted their ability to balance innovative ideas with practical limitations, ensuring that only viable solutions are pursued. Overall, clients express high satisfaction with the quality of work and the collaborative nature of their partnership, with no identified areas for improvement.
    Read 1 Recent Review

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.
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    More responsive than most other service providers

    Wizard Labs is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    Goji Labs Logotype

    Goji Labs

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

    Services provided

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

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

    See all 91 projects
    5 of 5 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 5 times in the past 6 months

    Goji Labs has received positive feedback over the last six months, with clients praising their strategic approach, strong communication, and project management skills. Notably, one client highlighted a 7% conversion to membership due to Goji Labs' efforts in app redesign and feature development. Another client commended their responsiveness and ability to adapt to evolving project needs. However, some clients noted areas for improvement, such as clearer upfront alignment on budgets and faster issue resolution.
    Read 5 Recent Reviews

    Industry Experience

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

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9
    Athina, Greece

    Services provided

    100% AI Consulting

    AI Consulting company Refine AI Consulting is located in Athina, Greece. They specialize in AI Consulting.

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  • Aptolix Logotype

    Aptolix

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% AI Agents
    30% AI Development
    20% AI Consulting +1 service
    20% Generative AI

    Aptolix is an AI development company. They are headquartered in Pune, India, and their services include Artificial Intelligence and AI Agents.

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  • Featured

    What are Featured Providers?

    BlueLabel Logotype

    BlueLabel

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

    Services provided

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

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

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    Reviews mention Collaborative

    Client feedback highlights BlueLabel's strong collaborative approach, with multiple reviews emphasizing effective communication and teamwork. One client noted that their lead Android developer functioned as an integral team member, facilitating a highly collaborative experience. Another client praised BlueLabel for their patient and customer-friendly demeanor, ensuring a seamless partnership. Overall, the sentiment is overwhelmingly positive, with clients appreciating BlueLabel's commitment to aligning with their project needs and providing valuable mentorship throughout the engagement.
    • App Refactoring & Features Dev for Navigation App Company
      5.0 Sep 13, 2024

      Our project was self-managed and we simply treated their lead Android developer as a team member. This was a highly collaborative experience where Blue Label's developer was able to make significant contributions to our app for the duration of the contract. Outside of just accomplishing coding tasks, their developer brought deep Android and Android project management knowledge to our small team.

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    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand. Blue Label worked seamlessly with our digital marketing partner (func media), providing exceptionally easy collaboration across multiple aspects to further enhance the product and go-to-market strategy.

      Read Full Review
    • AI Development for On-Demand Labor Platform
      5.0 Feb 6, 2024

      Moreover, they’re incredibly collaborative. The data analysis produces specific outcomes, and they work with us to ensure the data is clean and without anomalies. The quality of their work is outstanding due to this collaborative nature.

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    • Development for Student Life Platform
      5.0 Jul 17, 2019

      They're great. Initially, we had a project manager—no longer at Blue Label Labs—who just had a different working process or methodology from what we needed. That could’ve been a pain point, but the company recognized this and offered an alternative solution even before we asked. Blue Label Labs has been very on the ball about those things. They are excellent on the communication front. I collaborate with them in person and on Slack. Blue Label Labs has held to their word. It's never felt like a vendor relationship: more like we have 20 additional employees who are fully devoted to our mission. Bobby would even travel with us to meetings with university executives to ensure the successful communication of our technical strategy and approach.

      Read Full Review
    • Development for Mobile Game Notification App
      5.0 Jan 18, 2017

      Bruce Morrison is also part of their team. He’s a business development guy and we’ve been brainstorming ways to enhance the product. They’re invested in helping the app grow and succeed. The way they collaborated with me was another strength they had.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    United States (67) Thailand (1) United Arab Emirates (1)
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    Azumo Logotype

    Azumo

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

    Services provided

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

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

    See all 27 projects
    4 of 4 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 4 times in the past 6 months

    Azumo has received positive feedback from clients over the past six months, highlighting their strong project management and responsiveness. Clients praised Azumo for delivering high-quality products on time, with one noting an 85% reduction in staff labor time due to an automated workflow. Another client commended Azumo's flexibility in accommodating project scope changes. Overall, the sentiment is overwhelmingly positive, with clients expressing satisfaction in both the outcomes and the collaborative nature of their engagements.
    Read 4 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Phaedra Solutions

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

    Services provided

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

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

    See all 28 projects

    Reviews mention Creative

    Phaedra Solutions received highly positive feedback for their creativity in redesigning a client's website. The client praised the team's ability to enhance their initial design, stating they were 'stunned' by the final product. The workflow was described as 'outstanding,' with effective communication throughout the project. The client highlighted the team's creativity, talent, and work ethics, calling it a 'total package.' Overall, the sentiment regarding Phaedra Solutions' creative capabilities is overwhelmingly favorable.
    • UI/UX Web Design for Publishing Company
      5.0 Jun 17, 2022

      I could write a whole novel here, but I try to keep it short and sweet: their work ethics, workflow, creativity, talent, service, support, care, humour and just the atmosphere they create while working with them. It is 100% a total package for me!

      Read Full Review
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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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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    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Harjai AI Logotype

    Harjai AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    50% AI Development
    25% AI Agents
    25% AI Consulting

    Located in Tampa, Florida, Harjai AI is a midsize artificial intelligence company. The team focuses on Artificial Intelligence and AI Consulting.

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  • Global Forge Consulting Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% Application Testing
    20% AI Development +1 service
    20% Generative AI

    Small Application Testing company Global Forge Consulting, is located in Jaipur, India. The team specializes in Application Testing and AI Consulting.

    Read more
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  • Digenza Logotype

    Digenza

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% Web Development

    Digenza, a website development firm, was founded in 2024. The team offers Web Development and Artificial Intelligence.

    Read more
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  • Cloud Combinator Logotype

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    10 - 49
    London, England

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Cloud Consulting & SI
    20% Generative AI

    Cloud Combinator is an artificial intelligence company. Their team is based in London, England and specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • AILIGENT Logotype

    AILIGENT

    Not yet reviewed

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

    Services provided

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

    AILIGENT is an AI development company. The small RIYADH , Saudi Arabia-based team provides Artificial Intelligence and AI Consulting. The agency was launched in 2025.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

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

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

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

    Qubika has demonstrated expertise across various industries including Information Technology, Healthcare, and Education, showcasing strong technical skills in app development, data engineering, and UX/UI design. Clients commend their responsiveness, project management abilities, and the quality of deliverables. Overall, feedback is highly positive, with notable satisfaction in industries requiring intricate tech solutions, such as AI and data governance. Qubika is well-suited for projects in tech-driven sectors, particularly those needing rapid development cycles and collaboration on user-centric designs.

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    Select Industry to see insights

    Information technology Education Other industries Hospitality & leisure Real estate Manufacturing Arts, entertainment & music Energy & natural resources Financial services Business services Media Advertising & marketing Telecommunications

    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) Uruguay (2) Canada (1) Chile (1) Paraguay (1)
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    Sketch Development Logotype

    Sketch Development

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

    Services provided

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

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

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

    Reviewed 4 times in the past 6 months

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

    Industry Experience

    Sketch Development has demonstrated strong expertise across various industries, including Financial Services, Arts & Entertainment, Retail, Real Estate, Utilities, Non-Profit, and Medical. Client feedback highlights their strengths in project management, responsiveness, and delivering tailored technological solutions. Overall sentiment is highly positive, with clients praising their ability to understand complex industry needs and deliver effective, user-friendly solutions. This makes Sketch Development particularly well-suited for projects requiring agile methodologies, software development, and custom application design.

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    Select Industry to see insights

    Healthcare Consulting Manufacturing Medical Consumer Products Insurance Other Industry Banks Non-profit Financial services Arts, entertainment & music Utilities Real estate Retail

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    Edvantis

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

    Services provided

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

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

    See all 45 projects

    Reviews mention Attentive

    Clients have consistently praised Edvantis for their attentiveness and attention to detail. One client highlighted their ability to integrate seamlessly into the client's agile processes, stating they act as an extension of the internal workforce. This level of engagement has been noted as a key factor in successful collaborations, with clients valuing their proactive participation in standups and project management. Overall, the sentiment regarding Edvantis's attentiveness is highly positive, reinforcing their reputation as a reliable partner.
    • Dev Support for Oil & Gas Analytics
      5.0 Apr 13, 2020

      I’ve always found them to be attentive and they have very good attention to detail. The structure has made it so they participate in our standups and our agile flows. They’re an extension of our normal workforce.

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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    InnovStay

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    100% AI Consulting

    InnovStay is an AI Consulting company. Their small team is headquartered in Paris, France. Their services include AI Consulting.

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  • Agentfast Logotype

    Agentfast

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% IT Strategy Consulting

    Agentfast, an IT strategy consulting company, was established in 2022. The team offers IT strategy consulting and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Snotor Logotype

    Snotor

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

    Services provided

    30% Mobile App Development
    25% Web Development
    10% AI Development +4 services
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    5% UX/UI Design

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

    See all 35 projects

    Reviews mention Puts the customer first

    Snotor consistently demonstrates a customer-first approach, as highlighted by their exceptional communication and attention to detail. Clients appreciate Snotor's ability to actively listen and incorporate feedback into their projects, ensuring that requirements are met effectively. One client noted that Snotor invests time to deeply understand both the customer and the product, which significantly enhances the overall experience. This commitment to client satisfaction has fostered a strong sense of trust and partnership.
    • Development for Legal SaaS Platform
      5.0 Feb 14, 2019

      They have consistently kept an eye on the value they’re providing me depending on the budget. Some things with specific complexity take longer than expected, and they’ve shown a willingness to provide value pricing. There’s genuine confidence that they have my back. When I’m out promising stuff to potential clients and coming up with new, crazy ideas, I know MassMedia Group will challenge me a little bit and then get on with it and make it a reality.

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    Industry Experience

    Snotor has demonstrated significant expertise across various industries, including Information Technology, Medical, Education, and Arts. Clients commend their strong communication, responsiveness, and proactive approach, with many noting their ability to deliver complex projects on time. In the IT sector, they excel in software development, while in Medical, they provide innovative solutions for healthcare applications. Their work in Education highlights their commitment to developing user-friendly platforms. Overall, Snotor is well-suited for clients seeking dedicated partnership in tech-driven projects in these sectors.

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    Select Industry to see insights

    Information technology Medical Arts, entertainment & music Other industries Education Advertising & marketing Manufacturing Retail Financial services

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    Kraftors AI & R

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

    Services provided

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

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

    See all 40 projects
    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    New York City, New York (2) Denver, Colorado (2) Los Angeles, California (2) Indianapolis, Indiana (1) Miami, Florida (1) Plano, Texas (1) Houston, Texas (1) Menlo Park, California (1) Baltimore, Maryland (1) Lehi, Utah (1) Salt Lake City, Utah (1) Phoenix, Arizona (1) Portland, Oregon (1) Seattle, Washington (1) Fairfield, New Jersey (1) Park City, Utah (1)
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    LANARS Logotype

    LANARS

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

    Services provided

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

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

    See all 15 projects

    Reviews mention High-quality work

    Clients consistently commend LANARS for delivering high-quality work. Feedback highlights their expertise in design, UX, and development, with one client noting the 'top-notch' quality, functionality, and user experience of their app. Another client praised LANARS for their ability to dive into existing code, significantly improving app reliability. Overall, clients express high satisfaction, emphasizing LANARS' dedication to project success and their professional approach throughout the engagement.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      I have gained a tremendous respect for their commitment to their work and their customers. Frankly, I don't know how they managed to complete such high quality work in the midst of an invasion of their country.

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    • Mobile App Development for Technology Company
      5.0 Jul 7, 2022

      We received new builds on a consistent basis and the work was always top notch. Regardless of the 7 hour difference and slight language barrier, LANARS performed better than any development shop we have worked with.

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    • Mobile App Development for IT Company
      5.0 Apr 3, 2019

      The pilot testing has garnered excellent reviews and positive responses. The quality, function, and UI/UX are top-notch.

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    • Mobile App Development for Construction Company
      5.0 Dec 19, 2025

      LANARS' work has given us better control and a more professional execution of our inspections. The app's detailed inspections have given us a better basis for pricing projects correctly and not overlooking important elements. LANARS has highly skilled teammates in design, UX, and development.

      Read Full Review
    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      The quality of work is really high. They’ve really helped us from mapping out the specifications through the end. They’re not just consultants; they take responsibility and pride in our project.

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    Read All Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Marcin Sarnowski Logotype

    Not yet reviewed

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

    Services provided

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

    Marcin Sarnowski is an artificial intelligence firm. The team provides Artificial Intelligence and AI Consulting and is in Gdynia, Poland.

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  • AI Taggers Pty Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

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

    AI Taggers Pty Ltd. Is a Sydney, Australia-based AI development company. Established in 2020, the team offers Artificial Intelligence and AI Consulting.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

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

    Services provided

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

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

    See all 62 projects
    8 of 8 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 8 times in the past 6 months

    Leobit has received overwhelmingly positive feedback from clients over the past six months, highlighting their professionalism, technical expertise, and timely delivery. Clients praised their ability to enhance software functionality, improve application performance, and streamline processes. Specific commendations include the successful migration of legacy systems, the development of AI tools, and efficient project management. Overall, clients expressed satisfaction with the collaboration and noted no significant areas for improvement, reinforcing Leobit's reputation as a reliable and effective partner.
    Read 8 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    United States (24) Norway (5) Switzerland (4) England (4) Germany (3) Ukraine (3) Estonia (2) Sweden (2) Poland (1) Denmark (1) Singapore (1) Netherlands (1) Belgium (1) Luxembourg (1) Bermuda (1) Hong Kong (1)
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    TechnoYuga Logotype

    TechnoYuga

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

    Services provided

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

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

    See all 64 projects

    Reviews mention Exceptional performance

    TechnoYuga Soft Pvt. Ltd. has received exceptional feedback for their outstanding performance in app development for Interp Global Inc. The CTO praised their project management, noting they delivered milestones on time and were highly responsive to requests. Clients highlighted the company's ownership of the project, seamless integration of real-time features, and exceptional post-launch support. Overall, the sentiment reflects a strong satisfaction with TechnoYuga's dedication and technical expertise, with little to critique.
    • Mobile App Development for Interpreter Data Company
      5.0 Apr 11, 2025

      Users appreciated the seamless call experience, and we’ve consistently received positive feedback on usability and stability. The real-time booking system and multilingual features have been well-received, allowing us to begin forming strategic partnerships within our target markets. Technoyuga’s project management was excellent. They were very organized and conducted weekly review calls to showcase progress and gather feedback.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    TechnoYuga is very responsive

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

    View projects from:

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

    Ahex Technologies

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

    Services provided

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

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

    See all 52 projects

    Reviews mention Well-organized projects

    Clients have consistently praised Ahex Technologies for their well-organized project management, highlighting their attention to detail and precision. One client noted, "Their organization, responsiveness, and proactive actions are impressive," reflecting a strong sentiment towards their structured approach. Additionally, successful integration into communication tools and timely delivery of key deliverables further underscore their effectiveness in managing projects efficiently.
    • CMS Development Services for SEO & CMS Company
      5.0 Aug 2, 2024

      The Ahex Team, coordinated by Saurabh and Shivam, ensured that weekly goals and objectives were consistently met, which I attribute to our consistent and honest communication.

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    • Frontend Development for Real-Time Translation Company
      5.0 Nov 28, 2023

      We’ve been impressed with the team’s attention to detail and overall precision. Their organization, responsiveness, and proactive actions are impressive.

      Read Full Review
    Read All Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $10,000 to $49,000 (20) $50,000 to $199,999 (8) Less than $10,000 (4) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

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

    View projects from:

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

    Nexia Capital

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Nexia Capital is a Paraná, Argentina-based AI development company. They offer Artificial Intelligence and AI Consulting.

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  • Accoured Logotype

    Accoured

    Not yet reviewed

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

    Services provided

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

    Founded in 2025, Accoured is a small artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.

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  • Mutekra Global Innovations (OPC) PVT. LTD. Logotype

    Mutekra Global Innovations (OPC) PVT. LTD.

    Not yet reviewed

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

    Services provided

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

    Mutekra Global Innovations (OPC) PVT. LTD. Is an artificial intelligence firm headquartered in Gurugram, India. They provide Artificial Intelligence and AI Consulting.

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  • systemize Logotype

    systemize

    Not yet reviewed

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

    Services provided

    50% AI Development
    25% AI Agents
    25% AI Consulting

    Systemize, a small AI development company, is headquartered in Berlin, Germany. The team provides Artificial Intelligence and AI Consulting.

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  • HeyZackAI Logotype

    HeyZackAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    40% AI Development
    20% AI Agents
    20% AI Consulting +1 service
    20% Digital Engineering

    HeyZackAI is a France, France-based artificial intelligence development company. Launched in 2000, the team provides Artificial Intelligence and AI Consulting.

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  • Everiai.ai Logotype

    Not yet reviewed

    $250,000+
    $25 - $49 / hr
    50 - 249
    Hackensack, NJ

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% Robotics Process Automation

    Launched in 2025, Everiai.ai is an artificial intelligence firm. The team specializes in Artificial Intelligence and Robotics Process Automation and is based in Hackensack, New Jersey.

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  • Semantic Search Marketing Logotype

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    20% Generative AI
    20% Search Engine Optimization

    Semantic Search Marketing is an AI Consulting company. The Vancouver, Canada-based team focuses on AI Consulting and Search Engine Optimization.

    Read more
    View Profile
  • AI LABs 365® Logotype

    AI LABs 365®

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    50 - 249

    Services provided

    50% AI Agents
    50% AI Consulting

    AI LABs 365® is an AI Consulting and AI Agents company. Established in 2025, the agency is located in New York, New York. Their team offers AI Consulting and AI Agents.

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  • Antrik-AI Logotype

    Antrik-AI

    Not yet reviewed

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

    Services provided

    35% AI Agents
    35% AI Development
    30% AI Consulting

    Antrik-AI is an artificial intelligence company. The Coimbatore, India-based firm was established in 2025. Their team specializes in Artificial Intelligence and AI Agents.

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  • Infyblocks Logotype

    Infyblocks

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    35% AI Development
    35% Generative AI
    30% Blockchain

    Founded in 2020, Infyblocks is an artificial intelligence company. Their services include Artificial Intelligence and Generative AI.

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  • ShadeSoft.io Logotype

    ShadeSoft.io

    Not yet reviewed

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

    Services provided

    45% AI Development
    30% Generative AI
    15% AI Consulting +2 services
    5% AI Agents
    5% Custom Software Development

    ShadeSoft.io is an artificial intelligence firm. The team offers Artificial Intelligence and Generative AI, and the firm is based in Richardson, Texas.

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  • MARKETlytics Logotype

    MARKETlytics

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% Web Development

    MARKETlytics is a small web development firm established in 2022. Their team offers Web Development and Artificial Intelligence.

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  • Open Code Mission Logotype

    Not yet reviewed

    $250,000+
    $300+ / hr
    10 - 49
    Dublin, Ireland

    Services provided

    85% AI Development
    10% AI Consulting
    5% Cybersecurity

    Open Code Mission is an AI firm. They offer Artificial Intelligence and AI Consulting and were established in 2024.

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  • Sunburnt AI Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Brisbane City, Australia

    Services provided

    50% AI Consulting
    25% AI Agents
    25% AI Development

    Sunburnt AI, an AI Consulting company, specialize in AI Consulting and Artificial Intelligence. They were founded in 2025.

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  • Nurturist AI Logotype

    Nurturist AI

    Not yet reviewed

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

    Services provided

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

    Launched in 2024, Nurturist AI is an artificial intelligence development company. The agency provides Artificial Intelligence and AI Consulting.

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  • Mavionix AI Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Hyderabad, India

    Services provided

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

    Mavionix AI, a software development company, was founded in 2025. The team specializes in Custom Software Development and Artificial Intelligence.

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    View Profile
  • Eonis AI Labs Logotype

    Not yet reviewed

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

    Services provided

    40% AI Agents
    20% AI Consulting
    20% AI Development +1 service
    20% Generative AI

    Eonis AI Labs is an AI Agents company. The small Ahmedabad, India-based team specializes in AI Agents and Artificial Intelligence. The company was established in 2025.

    Read more
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  • Foriva Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Consulting

    Founded in 2025, Foriva is a small AI Consulting company. Their team specializes in AI Consulting.

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  • Tensor Thoughts Logotype

    Tensor Thoughts

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% Generative AI

    Tensor Thoughts, a Cybersecurity company, was founded in 2025. The company specializes in Cybersecurity and Custom Software Development, and is small.

    Read more
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  • Arbor AI Studio Logotype

    Not yet reviewed

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

    Services provided

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

    Located in Dhaka, Bangladesh, Arbor AI Studio is an artificial intelligence development company. Founded in 2025, the team offers Artificial Intelligence and AI Consulting.

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  • Halsa Global Logotype

    Halsa Global

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249

    Services provided

    50% AI Consulting
    25% Business Consulting
    25% Low/No Code Development

    Halsa Global is an AI Consulting company located in Princeton, New Jersey. The team focuses on AI Consulting and Business Consulting.

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  • Floapi inc. Logotype

    Floapi inc.

    Not yet reviewed

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

    Services provided

    75% AI Consulting
    25% Document Digitization & Management

    Floapi inc. Is an AI Consulting company. Established in 2024, the firm is headquartered in Montréal, Canada. Their services include AI Consulting and Document Digitization & Management.

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  • Aillio Sdn Bhd Logotype

    Aillio Sdn Bhd

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    Aillio Sdn Bhd is an AI Consulting company. They specialize in AI Consulting and were established in 2024.

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  • Valotech AI Logotype

    Valotech AI

    Not yet reviewed

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

    Services provided

    50% AI Development
    25% AI Agents
    25% Generative AI

    Valotech AI is an artificial intelligence firm. Their small team is located in Noida, India and focuses on Artificial Intelligence and Generative AI. The agency was established in 2024.

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  • Xynvia Logotype

    Xynvia

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    30% AI Consulting
    15% AI Agents
    15% AI Development +3 services
    15% Engineering
    15% Generative AI
    10% E-Commerce Development

    Headquartered in Doha, Qatar and Bengaluru, India, Xynvia is an AI Consulting company. They offer AI Consulting and Artificial Intelligence and were launched in 2025.

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  • Adoptify Ai Logotype

    Adoptify Ai

    Not yet reviewed

    $250,000+
    $200 - $300 / hr
    50 - 249

    Services provided

    30% AI Consulting
    30% AI Development
    25% IT Managed Services +1 service
    15% IT Strategy Consulting

    Adoptify Ai is a midsize artificial intelligence company. Launched in 2025, the team provides Artificial Intelligence and AI Consulting.

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  • ChiefAI Logotype

    ChiefAI

    Not yet reviewed

    Undisclosed
    $300+ / hr
    2 - 9

    Services provided

    100% AI Consulting

    Established in 2025, ChiefAI is an AI Consulting company. The team provides AI Consulting and is based in Manchester, New Hampshire.

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  • IICET SERVICES PRIVATE LIMITED Logotype

    IICET SERVICES PRIVATE LIMITED

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Generative AI
    15% AI Agents +5 services
    10% AI Consulting
    10% API Development
    10% Data Annotation Services
    10% HR Consulting
    5% Web Development

    IICET SERVICES PRIVATE LIMITED is an AI development company. Located in Satara, India, their team focuses on Artificial Intelligence and Generative AI.

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  • AIL Agency Logotype

    Not yet reviewed

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

    Services provided

    35% AI Development
    30% AI Agents
    25% AI Consulting +1 service
    10% Generative AI

    Launched in 2023, AIL Agency is a small AI development company located in Warszawa, Poland. Their team offers Artificial Intelligence and AI Agents.

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  • The ShiftAI Logotype

    The ShiftAI

    Not yet reviewed

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

    Services provided

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

    Established in 2025, The ShiftAI is an AI firm. Their team specializes in Artificial Intelligence and AI Consulting.

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  • ShichifukuTekx FZE Logotype

    ShichifukuTekx FZE

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Headquartered in Ajman, United Arab Emirates, ShichifukuTekx FZE is an artificial intelligence firm. They focus on Artificial Intelligence and AI Consulting and were established in 2019.

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  • HCRAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Lisboa, Portugal

    Services provided

    100% AI Consulting

    AI Consulting company HCRAI is located in Lisboa, Portugal. The team provides AI Consulting.

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  • Dilogs AI Logotype

    Not yet reviewed

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

    Services provided

    70% Generative AI
    15% Advertising
    15% Video Marketing

    Dilogs AI, a Generative AI company, was founded in 2025. The firm focuses on Generative AI and Advertising.

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  • Belesama.ai Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9
    Montréal, Canada

    Services provided

    35% AI Development
    30% AI Agents
    30% AI Consulting +1 service
    5% Generative AI

    Belesama.ai is an artificial intelligence development company. The small Montréal, Canada-based team provides Artificial Intelligence and AI Agents. The agency was established in 2026.

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  • Maxim Ai Labs Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    20% AI Development
    20% Generative AI +1 service
    10% AI Agents

    Maxim Ai Labs, an AI Consulting company, was launched in 2019. The small team offers AI Consulting and Artificial Intelligence.

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  • Servola Logotype

    Not yet reviewed

    $25,000+
    $300+ / hr
    250 - 999
    Ludwigshafen am Rhein, Germany

    Services provided

    50% AI Consulting
    50% IT Strategy Consulting

    Established in 2025, Servola is an IT strategy consulting and AI Consulting company. Located in Ludwigshafen am Rhein, Germany, the team provides IT strategy consulting and AI Consulting.

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  • M Ai Solutions Logotype

    M Ai Solutions

    Not yet reviewed

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

    Services provided

    40% AI Agents
    40% AI Development
    10% AI Consulting +1 service
    10% Generative AI

    M Ai Solutions is an artificial intelligence development company. They were established in 2025 and provide Artificial Intelligence and AI Agents.

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  • EigenSpark Logotype

    EigenSpark

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    30% AI Consulting
    30% Corporate Training & Coaching
    20% Generative AI +2 services
    10% AI Development
    10% IT Strategy Consulting

    AI Consulting company EigenSpark is based in Bangalore, India. They offer AI Consulting and Corporate Training & Coaching and were founded in 2025.

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  • Awtom Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    15% AI Agents
    15% AI Development +4 services
    15% Generative AI
    5% Business Consulting
    5% CRM Consulting and SI
    5% ERP Consulting and SI

    Awtom is an AI Consulting company. They are located in Jardim Oceania, Brazil and have small team. They focus on AI Consulting and AI Agents.

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

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

List of the Best Artificial Intelligence Companies

  2. AgileEngine Logotype

    AgileEngine

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

    Ability to deliver

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

    Service focus

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

    Konstant Infosolutions

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

    Ability to deliver

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

    Service focus

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

    Dualboot Partners

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

    Ability to deliver

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

    Service focus

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

    fxis.ai

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

    Ability to deliver

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

    Service focus

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

    OTAKOYI

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

    Ability to deliver

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

    Service focus

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

    Onix-Systems

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

    Ability to deliver

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

    Service focus

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

    Neoteric

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

    Ability to deliver

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

    Service focus

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

    WPWeb Infotech

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

    Ability to deliver

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

    Service focus

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

    eSparkBiz

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

    Ability to deliver

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

    Service focus

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

    Fingent

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

    Ability to deliver

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

    Service focus

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

    RebelDot

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

    Ability to deliver

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

    Service focus

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

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

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

    ScienceSoft

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

    Ability to deliver

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

    Service focus

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

    BEON.tech

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

    Ability to deliver

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

    Service focus

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

    tkxel

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

    Ability to deliver

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

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

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

    DigitalSuits - Shopify Plus Partner

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website

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

Artificial Intelligence Scaling
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Artificial Intelligence Development Company FAQs

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

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

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

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

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

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

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

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

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

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

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

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

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

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