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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: August 13, 2026
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27,512 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 86 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

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

    Simform is a software development company specializing in custom software solutions, mobile app development, and system integrations. Reviews highlight their strong communication, technical expertise, and responsiveness, with 90% of feedback being positive. Clients appreciate their dedication to understanding long-term goals, resulting in sustainable solutions. A recurring theme (noted by 70% of reviewers) is their ability to seamlessly integrate with in-house teams and deliver on time.

    See all 86 projects

    Reviews mention Hard working

    The reviews reflect a strong sentiment of hard work and dedication from Simform's team. Clients consistently praised their commitment, with one noting, "The resources are very dedicated and hard working," while another emphasized that the team "went above and beyond" in project execution. A co-founder remarked on Simform's expertise, stating, "I find it hard to believe there’s another organization with as many talented, hardworking people as Simform." Overall, clients expressed high satisfaction with their diligence and responsiveness.
    • Mobile App Dev for Material Procurement Platform
      5.0 Dec 7, 2022

      Everyone worked hard and kept us in the loop. Blockers were quickly realized, and we were able to fix/pivot depending on them then move on.

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    • Staff Augmentation for Niche Job Board
      4.5 Nov 22, 2022

      The resources are very dedicated and hard working.

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    • Web & Mobile App Development for Startup Mobile App Game
      5.0 Jul 7, 2022

      They’re very organized, on-time, and hard-working, integrating well with our internal team.

      Read Full Review
    • Mobile App Development for Application Company
      5.0 Sep 23, 2020

      I find it hard to believe there’s another organization with as many talented, hardworking people as Simform.

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    • Mobile App Development for Social Sharing Network
      5.0 Mar 21, 2018

      They’re committed to their work and do what they say they will do.

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

    Reviewed 3 times in the past 6 months

    In recent reviews, clients praised Simform for their professionalism, responsiveness, and commitment to long-term solutions. One client noted their 'strong communication practices' and timely delivery within budget, while another highlighted the team's proactive approach to understanding project needs. A CTO commended Simform's expertise in software development, emphasizing their ability to manage complex tasks independently. Overall, the sentiment is highly positive, though there are suggestions for improved end-user documentation.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise Simform for their exceptional cost-effectiveness and value for money. Many reviews highlight that their pricing aligns well with client budgets while delivering high-quality outcomes. For instance, one client noted that Simform's pricing fit their budget and provided good value for the cost. Another remarked on their ability to deliver projects within agreed timelines and budgets, emphasizing transparency and lack of hidden costs. Overall, the sentiment reflects satisfaction with the balance of cost and quality in Simform's services.
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    United States (50) 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 6 reviews
    Premier Verified
    $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 6 projects

    Reviews mention Flexible

    Clients have expressed high satisfaction with Wizard Labs' flexibility, particularly in adapting to changing project requirements. One client highlighted their ability to pivot effectively, stating that Wizard Labs was 'flexible and understanding of pivots and direction changes' during the early stages of development. This adaptability, coupled with high-quality engineering, positions Wizard Labs as a strong partner for startups that require scalability and responsiveness in their projects.
    • AI MVP Development for AI Purchasing Automation Company
      5.0 Apr 9, 2025

      They are flexible and understanding of pivots and direction changes that can happen when you're an early stage startup. It was such a great fit as an early stage startup - the ability to scale up and down with a few weeks notice but not have to sacrifice at all on engineering quality.

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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

    Recent reviews for Wizard Labs highlight their exceptional project management, technical expertise, and client-focused approach. Clients commend their ability to deliver polished MVPs and provide clear, actionable guidance on complex AI projects. One client noted, 'Maz and his team know their stuff,' emphasizing their honest assessments and commitment to quality. Overall, sentiment is highly positive, with no reported areas for improvement, reflecting strong client satisfaction and confidence in their capabilities.
    Read 2 Recent Reviews

    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

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

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    United States (3) Canada (2)
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    BlueLabel Logotype

    BlueLabel

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

    Services provided

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

    BlueLabel is a versatile 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.

    See all 70 projects

    Reviews mention High-quality work

    The overall sentiment regarding BlueLabel's work quality is highly positive, with clients consistently praising their high-quality deliverables. One client noted, 'BlueLabel's work quality has met our expectations,' while another emphasized their 'outstanding' collaboration and data analysis. A third review highlighted their 'commitment to delivering a high-quality product.' Clients frequently mentioned the effectiveness of BlueLabel's methodologies, such as Agile processes, which contributed to achieving impressive results in project outcomes.
    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have a commitment to delivering a high-quality product. In preparation for launch, Blue Label has helped us rigorously test the app to identify and fix any bugs or glitches. Positive Testing Feedback: Throughout initial user testing, we received extremely high ratings from users throughout the prototype phase.

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    • Mobile App Dev for Specialty Coffee Shop
      5.0 Jun 14, 2021

      The quality of their output is outstanding. Our company engaged a third-party cybersecurity provider to scan for security risks. They ran vulnerability assessments, as well as a manual penetration test.

      Read Full Review
    • Mobile App Development for Sports Startup
      4.5 Feb 17, 2021

      The quality of their work was strong. Both the screens and the overall design looked great. They were helpful in executing on fine-point, specific issues that could’ve got in our way.

      Read Full Review
    • iOS App Dev for Music Discovery Platform
      5.0 Feb 25, 2020

      Their design skills and overall quality of the app were impressive. They’re work made our final product stand out. They were able to deliver based on what was provided to them well and according to our timeline.

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

      We are very pleased with the quality of the work they’ve completed for us. Our project took Blue Label Labs out of their depth a little bit in terms of engaging and dealing with an industry that they weren’t really familiar with on the day-to-day business end.

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    1 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, clients have praised BlueLabel for their strong project management and effective communication. A director from Zip noted their impressive ability to embed within the team and deliver a comprehensive design toolkit, although they suggested improvements in proactive communication during delays. Similarly, the CEO of Morgan Group highlighted their structured approach and rapid delivery of Microsoft-native AI pilots, achieving significant time savings without introducing new tools. Overall, feedback indicates a high level of satisfaction with BlueLabel's services.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (17) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Client feedback regarding BlueLabel's pricing and value for money is overwhelmingly positive, with many noting that their costs align well with the quality of service provided. For example, one client highlighted that BlueLabel's competitive pricing and high-quality output made them a preferred choice over other vendors. Another client emphasized that BlueLabel's transparent communication about costs and budget management contributed to overall satisfaction. Overall, clients appreciate the value received relative to their investment, often remarking on the exceptional quality and responsiveness of the team.
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    United States (67) Thailand (1) United Arab Emirates (1)
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  • AiCenna Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

    50% AI Development
    25% Generative AI
    25% IoT Development

    AiCenna, an AI development company, was launched in 2025. The small team focuses on Artificial Intelligence and IoT development.

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  • Botmer International Logotype

    Botmer International

    Not yet reviewed

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

    Services provided

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

    Botmer International, an artificial intelligence company, is in Karachi, Pakistan. The team offers Artificial Intelligence and AI Consulting.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 26 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 software development company with a strong emphasis on customized solutions, cloud migration, and resource augmentation. Across the reviews, 100% of the feedback is positive, highlighting their flexibility, excellent project management, and ability to meet deadlines. Approximately 70% of reviewers specifically mention Azumo's cultural fit and alignment with company values, emphasizing their collaborative approach and commitment to client success.

    See all 26 projects

    Reviews mention Collaborative

    Clients consistently praise Azumo for their collaborative approach, highlighting their responsiveness and integration into the client's internal teams. One client noted, "It feels like the entire team is there to support us and ensure the product’s success," reflecting strong teamwork. Another emphasized the effective communication and goal-setting, stating, "It’s truly a collaborative process from the beginning." Overall, the sentiment surrounding collaboration is overwhelmingly positive, with clients feeling valued and supported throughout their projects.
    • HR & Attendance-Based Software Dev & Design for Therapy Co
      5.0 Jun 2, 2026

      Every week, Azumo provides a summary of the goals for the week, if they were met, and if any were continued. During our weekly call, they communicate targeted metrics and features that they’ve built during that week and ask for our feedback for the following week. It’s truly a collaborative process from the beginning. It feels like the entire team is there to support us and ensure the product’s success.

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    3 of 3 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Azumo highlight a strong overall sentiment of satisfaction among clients. Notable feedback includes their flexibility and effective project management, especially in adapting to evolving project scopes. One client praised Azumo for reducing staff labor time by 85% through automated solutions. Another emphasized the high level of customer service and collaboration provided. However, some clients noted minor team turnover as a potential area for improvement. Overall, Azumo is recognized for delivering quality products and maintaining strong communication.
    Read 3 Recent Reviews

    Industry Experience

    Azumo has demonstrated expertise across various industries, including Supply Chain, Logistics, Medical, Financial Services, and Education. Clients commend their flexibility, responsiveness, and ability to deliver tailored solutions that optimize operational efficiencies. The overall sentiment is highly positive, highlighting Azumo's strengths in project management and technical proficiency, making them a suitable partner for businesses seeking innovative software solutions across these sectors.

    Read All Reviews

    Select Industry to see insights

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

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    United States (20) Canada (2) Mexico (1)
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    Qubika Logotype

    Qubika

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

    Services provided

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

    Qubika is a versatile technology services company specializing in mobile app development, data engineering, and product design solutions. Overall feedback is overwhelmingly positive, with 100% of reviews highlighting their professionalism, timely delivery, and high-quality work. Clients frequently praise Qubika's adaptability, communication, and the ability to quickly provide skilled talent, making them a preferred partner across various technology-driven projects.

    See all 61 projects

    Industry Experience

    Qubika demonstrates expertise across various industries, notably in Information Technology, Education, and Hospitality. Clients commend their exceptional project management, technical proficiency, and ability to deliver high-quality work on tight deadlines. In Information Technology, they excel in mobile app development and infrastructure projects, while in Education, their work on interactive platforms is highly praised. The overall sentiment is overwhelmingly positive, with clients appreciating their collaborative approach, responsiveness, and commitment to aligning with client goals. This makes Qubika a suitable partner for technology-driven projects in these sectors.

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    Select Industry to see insights

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

    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

    Clients consistently note that Qubika delivers strong value for money, citing competitive pricing and high-quality work. For example, one client highlighted that Qubika's pricing fit their budget while delivering exceptional service and results. Another remarked on their ability to manage projects efficiently, providing timely updates and responsiveness to feedback. Overall, the sentiment reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing Qubika's reputation as a reliable partner.
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    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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    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

    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.
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    More responsive than most other service providers

    Sketch Development is very responsive

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

    View projects from:

    St. Louis, Missouri (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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  • AFAXON Logotype

    AFAXON

    Not yet reviewed

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

    Services provided

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

    Established in 2022, AFAXON is a software development firm. Their team specializes in Custom Software Development and Artificial Intelligence.

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  • Systro AI Logotype

    Systro AI

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    20% AI Development
    20% Conversion Optimization

    Systro AI is a Casper, Wyoming-based AI Consulting company. Their services include AI Consulting and Conversion Optimization.

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  • Agens, Inc. Logotype

    Not yet reviewed

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

    Services provided

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

    Agens, Inc. Is an artificial intelligence company launched in 2024. The small team offers Artificial Intelligence and AI Agents.

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  • WizAgents.AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Suwanee, GA

    Services provided

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

    Launched in 2025, WizAgents.AI, a small artificial intelligence company, is headquartered in Suwanee, Georgia. Their team focuses on Artificial Intelligence and AI Consulting.

    Read more
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  • Hyperios Logotype

    Not yet reviewed

    $5,000+
    $300+ / hr
    2 - 9
    Singapore, Singapore

    Services provided

    80% AI Consulting
    20% IT Strategy Consulting

    AI Consulting company Hyperios is located in Singapore, Singapore. Founded in 2025, the team focuses on AI Consulting and IT strategy consulting.

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  • Featured

    What are Featured Providers?

    Altar.io Logotype

    Altar.io

    4.9 28 reviews
    Verified
    $25,000+
    $50 - $99 / hr
    10 - 49
    Lisboa, Portugal

    Services provided

    40% Custom Software Development
    25% AI Development
    15% Mobile App Development +2 services
    10% AI Consulting
    10% Product Design

    Altar.io is a software development company specializing in creating MVPs and custom solutions for startups across various industries. Reviews consistently highlight their exceptional project management and responsiveness, with 100% of reviewers praising their proactive communication and unique approach to collaboration. Clients commend Altar.io for their innovative thinking and dedication, with over 90% noting their ability to align projects with business goals.

    See all 28 projects

    Reviews mention Proactive

    Client feedback on Altar.io highlights a strong proactive approach, particularly in communication and project management. For instance, one client noted their high responsiveness and proactive communication, ensuring support throughout the process. Another client praised their ability to address challenges immediately, reflecting a commitment to client needs. Overall, the sentiment is overwhelmingly positive, emphasizing Altar.io's dedication to maintaining transparency and accountability, which fosters confidence in their partnership.
    • MVP Frontend Dev for FinTech Tool
      5.0 May 24, 2019

      Their process included multiple interviews and an iterative approach with design thinking. They were responsive and proactively warned us about delays. We had daily exchanges during the project phase. We built a relationship of trust quickly, so I never felt that they were charging us too much.

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    • Custom Software Dev & Product Design for Property Mgmt Co
      5.0 Aug 1, 2025

      Altar run a very tight ship when it comes to project management. While there have been some minor delays due to illness, the team quickly made up the time and overall the project remains on schedule. They are highly responsive to my needs, proactive in communication, and have ensured I feel supported and informed throughout the process.

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    • Development for Online Global Co-Production Marketplace
      5.0 Mar 25, 2020

      We were assigned to a project manager that was fully dedicated to us. Communication was great. We were both on email and WhatsApp, and I could contact our project manager at any time of the day or night, and even during weekends. Whenever there was a problem, we tried to address it immediately. I’m quite satisfied with the way we were treated.

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    Industry Experience

    Altar.io has garnered positive feedback across multiple industries including real estate, financial services, business services, information technology, and arts and entertainment. Their strengths lie in custom software development, product scoping, and UX/UI design, where clients commend their responsiveness, creativity, and ability to drive projects forward. Overall sentiment is particularly favorable in fintech and real estate, highlighting their expertise and impact, making them a strong candidate for startups and established firms in need of innovative tech solutions.

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    Select Industry to see insights

    Other Industry Business services Real estate Research Software Social Networking Hospitality & leisure Healthcare Financial services Telecommunications IT Services Consulting Information technology Arts, entertainment & music

    More responsive than most other service providers

    Altar.io is very responsive

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

    View projects from:

    United States (9) Portugal (4) Switzerland (4) Australia (2) India (2) England (2) Ireland (1) Pakistan (1) Saudi Arabia (1)
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    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 Experienced

    Clients express a highly positive sentiment towards Snotor's experience and professionalism. One client highlighted the team's 'comprehensive business approach' and 'significant experience,' noting their proactive management and timely delivery of a complex app project. The client emphasized that Snotor consistently sought optimal solutions and aligned well with their values, ultimately resulting in increased user engagement and satisfaction. Overall, the feedback indicates strong confidence in Snotor's capabilities.
    • Web App Development for Digital Wardrobe Provider
      5.0 May 16, 2023

      They have a comprehensive business approach and really significant experience. The team really works for the result and always tried to find the best solutions.

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

    Reviewed 3 times in the past 6 months

    Recent reviews of Snotor highlight a strong overall sentiment, with clients praising their technical expertise and collaborative approach. A founder noted their impressive ability to understand complex requirements and contribute valuable ideas. Another client emphasized Snotor's transparent project management and timely delivery of milestones. Feedback also highlighted exceptional customer support, particularly from their team members. Overall, clients expressed high satisfaction and confidence in Snotor's capabilities, with no significant areas for improvement identified.
    Read 3 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    Medical Information technology Software Wellness & Fitness Sports Engineering Retail Human Resources IT Services Education Manufacturing Other industries Financial services Arts, entertainment & music Healthcare Advertising & marketing

    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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    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

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

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

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

    Reviewed 1 time in the past 6 months

    In recent reviews, clients have praised CodeNinja for their effective project management and responsiveness to evolving needs. One CEO highlighted their success in developing a compliant accounting system for Saudi Arabia, achieving ZATCA certification and ensuring accurate VAT reporting. Communication was noted as a strength, with consistent updates and timely deliveries. Overall, feedback indicates a high level of satisfaction, with clients expressing a willingness to engage CodeNinja for future projects.
    Read 1 Recent Review

    Industry Experience

    CodeNinja has demonstrated expertise across various industries, including Financial Services, Energy & Natural Resources, Education, Retail, and Automotive. Feedback highlights their strengths in project management, timely delivery, and responsiveness to evolving client needs. Clients from Financial Services praised their ability to create compliant systems, while the Energy sector noted their innovative AI implementations. Overall, the sentiment is positive, suggesting CodeNinja is well-suited for projects in financial technology, sustainability solutions, educational platforms, eCommerce, and more.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients generally express satisfaction with CodeNinja's pricing and perceived value for money. Feedback highlights that their pricing fits various budgets, with clients like TAM Consulting noting it was a key reason for selection. Bayan Credit Bureau emphasized the good value for cost, while others consistently mentioned positive experiences regarding project outcomes relative to investment. Overall, CodeNinja is seen as a cost-effective partner delivering quality results, reinforcing a favorable sentiment about their cost-to-value ratio.
    Read All Reviews

    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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  • Datro AI Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Centerport, NY

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Data Annotation Services
    20% Generative AI

    Datro AI, an artificial intelligence development company, was launched in 2025. In Centerport, New York, the team provides Artificial Intelligence and Data Annotation Services.

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  • Namoosx AI Services LLC Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Mobile App Development +1 service
    25% Web Development

    Namoosx AI Services LLC is a Dubai, United Arab Emirates-based website development company. They offer Web Development and Mobile App Development and were founded in 2024.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

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

    Services provided

    35% AI Development
    20% Mobile App Development
    20% Web Development +2 services
    15% UX/UI Design
    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 Proactive

    Clients express a strong sentiment of proactivity towards Phaedra Solutions, highlighting their ability to deliver ahead of deadlines and provide valuable suggestions for feature improvements. One client noted that the project leader is exceptionally transparent and always available, contributing significantly to project success. Feedback emphasized that the team not only fulfills requirements but also actively enhances overall platform functionality. Overall, clients appreciate the proactive engagement and support offered by Phaedra Solutions.
    • Development Support for Web Development Company
      5.0 Feb 1, 2022

      He always provided brilliant ideas whether we are creating a feature or it's improving the existing one. His planning & risk analysis skills are top notch which were highly beneficial for the project/platform growth. Phaedra Solutions' team doesn't just do the work required, they provide feedback and suggestions to improve the entire platform.

      Read Full Review
    • 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.

      Read Full Review
    • Web Dev and Mobile App Dev for Food Rescuing Platform
      5.0 Sep 9, 2020

      In the beginning, because they didn’t know me, they didn’t take the initiative to tell me what they felt was better, but now they do that. They don’t wait for me to tell them to do something, they come to me and tell me what they think would work better. They are taking the initiative which is what I appreciate.

      Read Full Review
    Read All Reviews
    3 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, clients have consistently praised Phaedra Solutions for their professionalism, responsiveness, and ability to deliver high-quality work on time. Notably, one client highlighted their effective communication and project management, stating, "The team keeps us in the loop throughout the process." Another client emphasized the successful integration of AI workflows, resulting in measurable improvements like higher client adoption and reduced bug reports. Overall, the sentiment is highly positive, with clients expressing satisfaction and no significant areas for improvement.
    Read 4 Recent 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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 36 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Lucknow, India

    Services provided

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

    Kraftors Web Solutions Private Limited is a versatile software development company providing a wide range of services, including web and app development, AI solutions, and analytics platforms. Based on client reviews, the company delivers projects on time and demonstrates strong project management skills. Impressively, 100% of reviewers highlighted their ability to understand complex client needs and align their solutions accordingly, resulting in enhanced user engagement and operational efficiency.

    See all 36 projects

    Reviews mention Creative

    Clients express a highly positive sentiment regarding Kraftors Web Solutions' creativity. For instance, one client noted their "profound understanding of AI technologies" and how creatively they adapted solutions to meet specific business demands, resulting in a highly accurate fraud detection model. Another client praised their "exciting take" on data analytics in energy grid management, highlighting their bespoke solutions that significantly improved operational processes. Overall, clients appreciate the innovative approaches and tailored solutions provided by Kraftors Web Solutions.
    • AI-Powered Solution Dev for Financial & Digital Solutions Co
      5.0 Oct 6, 2024

      The most impressive thing, however, was their profound understanding of AI technologies and how best to adapt these to our business demands. Creatively reworking the problem so that they were able to build not only a highly accurate model, but also one that could change as our needs and input sources changed. The team blew up everyone's brains with how committed they were to delivering a functional, top-of-the-line system.

      Read Full Review
    • Custom Platform Dev for Employee Engagement Platform
      5.0 Sep 24, 2024

      They made it easy to look good, delivering a very tailored solution which worked exactly as intended against our engagement goals. Not only do they identify our needs and focus, but their style of combining recognition with feedback is also inventive.

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    Read All Reviews
    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the last six months, client feedback for Kraftors Web Solutions Private Limited has been overwhelmingly positive. Clients praised their ability to deliver high-quality solutions on time, with one CEO noting they 'delivered more than expected.' Their effective communication and project management skills were highlighted, although some suggested improvements in documentation and initial questioning. Overall, clients valued their technical expertise and dedication to understanding specific project needs, establishing Kraftors as a reliable partner.
    Read 3 Recent Reviews

    Industry Experience

    Kraftors Web Solutions Private Limited has garnered positive feedback across various sectors, including Medical, Education, Financial Services, Arts, Entertainment & Music, Retail, and Utilities. Clients commend their expertise in developing complex applications, AI solutions, and user-friendly interfaces. The overall sentiment reflects strong satisfaction with their project management and responsiveness, making them particularly suitable for tech-driven projects in healthcare, education, and financial services, while also excelling in retail and entertainment industries.

    Read All Reviews

    Select Industry to see insights

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

    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)
    View Profile Visit Website
    LANARS Logotype

    LANARS

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

    Services provided

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

    LANARS is a 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
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, LANARS has received highly positive feedback for their reliability and flexibility. Clients noted a significant 37% increase in conversion rates and an 80% reduction in translation time after project completion. One client praised LANARS for their ability to adapt to scope changes while consistently meeting deadlines, and highlighted their impressive optimization of AI translation pipelines. Overall, clients expressed satisfaction with the professional approach and effective communication throughout the project.
    Read 1 Recent Review

    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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  • Hitoai Logotype

    Hitoai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Hitoai is an artificial intelligence firm. Headquartered in Dublin , Ireland, the firm was established in 2024. Their team provides Artificial Intelligence and AI Consulting.

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  • Witebot Logotype

    Witebot

    Not yet reviewed

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

    Services provided

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

    AI development company Witebot was established in 2024. The company provides Artificial Intelligence and AI Consulting, and is small.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    4.9 59 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

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

    Leobit is a software development company specializing in AI and mobile application solutions, catering to diverse industry needs such as FinTech, IoT, and digital marketing. Reviews consistently praise their technical expertise, strategic partnership approach, and on-time delivery, with 100% of feedback highlighting their reliability and effective communication. Leobit’s ability to adapt to changing requirements and offer innovative solutions is universally recognized by their clients.

    See all 59 projects

    Reviews mention Flexible

    Overall feedback from clients highlights Leobit's flexible approach to project management and responsiveness to changing requirements. Clients noted their willingness to adapt, stating, 'they never once heard
    • Front- & Backend Dev for Insurance MLOps Software Company
      5.0 May 7, 2024

      The range of skills from UI to development was impressive. Flexibility was noted as a significant strength of Leobit.

      Read Full Review
    • Custom Software Dev & UI/UX Design for SportsTech Company
      5.0 Jan 5, 2024

      We were thrilled with their flexibility and ability to quickly onboard new developers. Flexibility and proactivity were encouraged among developers and staff to provide a smoother service experience.

      Read Full Review
    • App Development & Testing for Financial Services Co
      5.0 Nov 28, 2023

      Leobit has continually shown a willingness to provide flexible coverage and team scalability. They have continually staffed our project with outstanding talent.

      Read Full Review
    • Legacy App Redevelopment for CRM Software Company
      4.5 Oct 6, 2023

      We were grateful for how flexible Leobit was and how willing they were to adapt to our team workflow. They truly felt like part of our team.

      Read Full Review
    • Platform Dev & Maintenance for Payment Technology Platform
      5.0 Mar 29, 2023

      Their flexibility to adjust to project demands in a timely fashion is impressive.

      Read Full Review
    Read All Reviews
    5 of 5 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 5 times in the past 6 months

    Recent reviews of Leobit highlight their strong project management and technical expertise. Clients commend the team for delivering projects on time, maintaining effective communication, and providing innovative solutions. For instance, one client noted a significant reduction in document creation time due to an AI-powered automation tool. Overall, sentiment is overwhelmingly positive, with clients emphasizing Leobit’s role as a strategic partner, their responsiveness to needs, and their ability to adapt to changing requirements.
    Read 5 Recent Reviews

    Industry Experience

    Leobit has demonstrated expertise across multiple industries including Information Technology, Financial Services, Education, Supply Chain, and Advertising. Clients report high satisfaction with their project management, technical skills, and responsiveness. Industry-specific feedback highlights Leobit's ability to deliver robust solutions and innovative features, particularly in FinTech and software development. Overall sentiment is positive, with many clients emphasizing their strategic partnership approach and ability to adapt to complex project requirements.

    Read All Reviews

    Select Industry to see insights

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

    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

    Leobit has consistently been praised for providing strong value for money across various projects. Clients noted that their pricing structures fit within budget constraints, with feedback highlighting 'good value for cost' and 'great culture fit.' One client stated that they achieved 'rapid development at significantly lower costs than using on-shore resources.' Overall, sentiments reflect a positive impression of Leobit's cost-effectiveness, with many clients expressing satisfaction with the quality of work relative to the investment made.
    Read All Reviews
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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 Unique expertise

    TechnoYuga Soft Pvt. Ltd. has garnered positive feedback for its unique expertise, particularly in mobile app development and custom software solutions. Clients highlighted their proficiency in technologies like Flutter and ReactJS, noting improved development speed and quality assurance. One client emphasized the team's ability to integrate quickly and add significant value, while another praised their guidance and commitment to client satisfaction. Overall, the sentiment is highly favorable, with clients appreciating the specialized skills and effective project management.
    • Web App Development for Business Services Company
      5.0 Jul 31, 2024

      The team's expertise in React and Node.js was impressive, and they demonstrated a deep understanding of our needs. Their project management skills were excellent, keeping us informed throughout the development process.

      Read Full Review
    • Mobile App Development for Holistic Wellness Company
      5.0 Jul 30, 2024

      The team's understanding of our industry and ability to create a tailored solution that met our needs were impressive. Their expertise in mobile app development and commitment to delivering a high-quality product was evident in every aspect of the project.

      Read Full Review
    • Staff Augmentation Services for Software Company
      5.0 Jun 17, 2024

      TechnoYuga provides numerous advantages, including access to specialized skills like flutter, react, and AI, cost savings, faster time-to-market, and robust quality assurance. Their expertise and flexibility make them an ideal partner for mobile app projects and staffing needs.

      Read Full Review
    • Mobile App Dev for Gigs Hiring Platform
      5.0 Jun 13, 2024

      They demonstrated impressive expertise in Flutter app development. From the initial planning stages to the final deployment, they maintained clear communication and updated us on the project's progress.

      Read Full Review
    • Custom Software Dev Services for Digital Marketing Company
      5.0 Jun 8, 2024

      They provided valuable guidance throughout development, helping us prioritize features and make informed decisions. Their expertise and dedication were evident in every aspect of the project, from planning to execution.

      Read Full Review
    Read All Reviews

    Industry Experience

    TechnoYuga has garnered positive feedback across various industries, including Financial Services, Retail, Education, and Healthcare. Clients commend their expertise in developing user-friendly applications, effective project management, and responsiveness to needs. In Financial Services, they excel in creating secure platforms that enhance client engagement. In Retail, their solutions improve customer interaction and loyalty. Their work in Education focuses on innovative learning tools, while in Healthcare, they ensure compliance with regulatory standards. Overall, TechnoYuga is well-suited for clients seeking reliable digital solutions in these sectors.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    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

    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
    JPLoft Logotype

    JPLoft

    5.0 96 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    50 - 249
    Denver, CO

    Services provided

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

    JPLoft is a versatile and dynamic app and web development company, known for its high ratings and effective project management. Across its reviews, 100% of clients highlight the company's ability to meet deadlines and deliver high-quality, innovative solutions. Clients commend JPLoft for its proactive communication, creative problem-solving, and partnership-oriented approach. Overall, JPLoft shows consistent excellence in transforming client visions into functional, user-friendly platforms.

    See all 96 projects
    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

    In recent reviews, clients praised JPLoft for their exceptional project management, timely delivery, and innovative solutions. One CEO noted their ability to think outside the box, enhancing app development significantly. Another client commended the team's responsiveness and personal service, stating they provided instant support throughout the project. Overall, sentiment is highly positive, with clients expressing satisfaction and confidence in JPLoft's capabilities, although a desire for more team visibility was mentioned as a minor improvement area.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (47) $50,000 to $199,999 (8) Less than $10,000 (7)

    What Clients Have Said

    Clients consistently praise JPLoft for their competitive pricing and the value they deliver. Feedback highlights that their costs align well with client budgets, while the quality of work exceeds expectations. For instance, one client noted, "JPLoft's pricing fit our budget," reinforcing the sentiment that their services offer good value. Overall, the sentiment reflects satisfaction with the cost-effectiveness of JPLoft's offerings, with many clients expressing a willingness to recommend the company based on their positive experiences.
    Read All Reviews

    More responsive than most other service providers

    JPLoft 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 (44) India (9) Saudi Arabia (2) England (2) Australia (1) Canada (1) Kiribati (1) Israel (1) Kenya (1)
    View Profile Visit Website
  • Stacks Mesh LLC Logotype

    Not yet reviewed

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

    Services provided

    40% AI Agents
    40% AI Consulting
    20% Generative AI

    Stacks Mesh LLC is an AI Consulting company in Sheridan, Wyoming. The team offers AI Consulting and AI Agents.

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  • Altechra Logotype

    Altechra

    Not yet reviewed

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

    Services provided

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

    Founded in 2024, Altechra is a small New York, New York-based software development firm. Their team provides Custom Software Development and Artificial Intelligence.

    Read more
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  • Assistifai Logotype

    Assistifai

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

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

    Founded in 2025, Assistifai is an AI Agents company. The agency specializes in AI Agents and Artificial Intelligence, and is small.

    Read more
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  • NSFW Coders Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    New York, NY

    Services provided

    40% AI Consulting
    35% AI Development
    25% AI Agents

    NSFW Coders is an AI Consulting company founded in 2022. The firm focuses on AI Consulting and Artificial Intelligence, and is small.

    Read more
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  • Rhodnet Ai Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +2 services
    20% Mobile App Development
    20% Web Development

    Rhodnet Ai is a web development company. Launched in 2025, the firm is in Coimbatore, India. Their team specializes in Web Development and Mobile App Development.

    Read more
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  • AICE XPERT Logotype

    AICE XPERT

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% AI Agents
    20% Custom Software Development +1 service
    20% Generative AI

    AICE XPERT, a small artificial intelligence development company, is headquartered in Lahore, Pakistan. The team focuses on Artificial Intelligence and Custom Software Development.

    Read more
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  • Researchsyn Research and Development Private Limited Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    Chennai, India

    Services provided

    25% AI Consulting
    25% AI Development
    25% Digital Engineering +1 service
    25% Generative AI

    Researchsyn Research and Development Private Limited, an artificial intelligence development company, specializes in Artificial Intelligence and AI Consulting. The firm is based in Chennai, India.

    Read more
    View Profile
  • User Labs Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9
    Auckland, New Zealand

    Services provided

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

    User Labs, an artificial intelligence company, was launched in 2025. They provides Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • EaseGenAI Logotype

    EaseGenAI

    Not yet reviewed

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

    Services provided

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

    EaseGenAI is an artificial intelligence company. Launched in 2025, the company is based in Lahore, Pakistan. Their team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • We Better AI Logotype

    We Better AI

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Application Management & Support
    20% Generative AI

    We Better AI is an artificial intelligence company. Founded in 2025, their team focuses on Artificial Intelligence and Application Management & Support.

    Read more
    View Profile
  • RealtyTechFlow Logotype

    RealtyTechFlow

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    30% Generative AI
    25% AI Agents
    25% AI Development +1 service
    20% AI Consulting

    RealtyTechFlow is a Generative AI company. Located in Gatineau, Canada, the team specializes in Generative AI and Artificial Intelligence.

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  • Quansys AI Logotype

    Quansys AI

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

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

    Quansys AI is an artificial intelligence firm launched in 2025. The firm offers Artificial Intelligence and AI Consulting, and is small.

    Read more
    View Profile
  • Het AI Bedrijf Logotype

    Het AI Bedrijf

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    50% AI Development
    25% AI Consulting
    25% Generative AI

    Launched in 2025, Het AI Bedrijf is a small artificial intelligence company. Their team specializes in Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Reesonance Logotype

    Not yet reviewed

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

    Services provided

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

    AI Agents company Reesonance is based in Verona, Italy. They offer AI Agents and Artificial Intelligence and were founded in 2025.

    Read more
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  • ValiDATA AI Logotype

    ValiDATA AI

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9

    Services provided

    40% AI Consulting
    30% AI Agents
    30% AI Development

    ValiDATA AI is an AI Consulting company. Their small team is in Sydney, Australia. Their services include AI Consulting and Artificial Intelligence.

    Read more
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  • Forge AI Consulting and Advisory Logotype

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    Forge AI Consulting and Advisory is an AI Consulting company in CYPRESS, Texas. They focus on AI Consulting.

    Read more
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  • Sintetica Consulting Logotype

    Sintetica Consulting

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Consulting
    20% AI Agents

    Sintetica Consulting is an AI Consulting company. The agency is located in Madrid, Spain. Their services include AI Consulting and AI Agents.

    Read more
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  • Go Left Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Edinburgh, Scotland

    Services provided

    100% AI Consulting

    Go Left, an AI Consulting company, is based in Edinburgh, Scotland. They focus on AI Consulting.

    Read more
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  • cogiflow.ai Logotype

    Not yet reviewed

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

    Services provided

    50% AI Development
    30% AI Consulting
    20% AI Agents

    Launched in 2025, cogiflow.ai is an AI development company. The agency offers Artificial Intelligence and AI Consulting, and is small.

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  • Runvo AI Logotype

    Not yet reviewed

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

    Services provided

    60% AI Development
    20% AI Agents
    20% AI Consulting

    Runvo AI is an AI firm. The firm is located in Milton, England. Their services include Artificial Intelligence and AI Consulting.

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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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  • 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.

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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.

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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.

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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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  • VoxingAI Logotype

    VoxingAI

    Not yet reviewed

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

    Services provided

    40% AI Agents
    40% AI Development
    20% AI Consulting

    VoxingAI, a small artificial intelligence company, is located in Wilmington, Delaware. The team provides Artificial Intelligence and AI Agents.

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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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  • 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.

    Read more
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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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  • 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.

    Read more
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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.

    Read more
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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
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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 Merixstudio
2 Cheesecake Labs – AI, Data, & Product
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 fxis.ai
8 DianApps
9 tkxel
10 STX Next
11 RebelDot
12 BlueLabel
13 Valere
14 WPWeb Infotech
15 Fingent

List of the Best Artificial Intelligence Companies

  1. Merixstudio Logotype

    Merixstudio

    $25,000+
    $50 - $99 / hr
    50 - 249
    Poznań, Poland

    Ability to deliver

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

    Service focus

    50% AI Development
    50% 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
  5. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. 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
  7. 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
  9. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  11. RebelDot Logotype

    RebelDot

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

    Ability to deliver

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

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  13. Valere Logotype

    Valere

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  14. 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
  15. Fingent Logotype

    Fingent

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

    Ability to deliver

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

    Service focus

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

    Dotsquares

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

    Ability to deliver

    38.6/40.0
    19.2/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  18. Edvantis Logotype

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  19. 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
  23. Vention Logotype

    Vention

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

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

    Service focus

    20% AI Development
    80% Other
    View Profile Visit Website
  24. Digica Logotype

    Digica

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  25. AnyforSoft Logotype

    AnyforSoft

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

    Ability to deliver

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

    Service focus

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

    Deviniti

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  28. GroupBWT Logotype

    GroupBWT

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

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    37.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  30. Gorilla Logic Logotype

    Gorilla Logic

    $250,000+
    $50 - $99 / hr
    250 - 999
    Broomfield, CO

    Ability to deliver

    37.5/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website

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Artificial Intelligence Development Company FAQs

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

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems 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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