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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 16, 2026
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27,545 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 Meets deadlines

    Clients have expressed a positive sentiment regarding Simform's ability to meet deadlines, highlighting timely project delivery within budget. One client noted that the project was completed in three months, facilitated by effective project management metrics that emphasized tasks and milestones. Overall, while there were minor post-release bugs, the prompt resolution by Simform reaffirmed their commitment to timely delivery and client satisfaction.
    • Web and Mobile Development for IT Firm
      5.0 Oct 12, 2015

      We had timely delivery and the project cost was on budget. Simform Solutions was very easy to work with. The metrics Simform Solutions created for project management were effective because they were task- and milestone-based, so it pushed us.

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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.
    Read All Reviews

    View projects from:

    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 7 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 7 projects

    Reviews mention Communicative

    The overall sentiment regarding Wizard Labs' communication is highly positive. Clients have praised their solid communication and clarity, noting effective alignment on project requirements and active engagement in sprint planning. One client highlighted the benefit of 1:1 syncs with their project manager, which helped maintain project momentum. The ability to observe progress in real-time and make necessary adjustments has been particularly appreciated, reinforcing Wizard Labs' commitment to collaborative project management.
    • Custom Software Development for Talent Assessment Company
      5.0 Mar 26, 2026

      They have solid communication and clarity overall. We’ve aligned on the core ticket requirements before work began. We were engaged in sprint planning and stand-ups, so we could observe progress in real time and weigh in on priorities throughout. Additionally, I have 1:1s with Maz to sync on project health throughout, which has been helpful in keeping everything on track as things shift (normal and expected).

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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 Trustworthy

    Overall, BlueLabel is perceived as a trustworthy partner, with clients highlighting their reliability and responsiveness. One client noted, "They built trust and alignment faster than most partners we've worked with," while another remarked, "It feels like they’re part of our organization." Clients consistently praised their project management skills, stating they deliver on time and incorporate feedback effectively. These sentiments reflect a strong foundation of trust established between BlueLabel and its clients.
    • Product Design & AI Development for Healthcare Technology Company
      5.0 May 11, 2025

      What stood out most was how quickly they got to know us as a customer. Even though the work was 100% remote, it felt like we were all part of the same team from the very beginning. They built trust and alignment faster than most partners we’ve worked with.

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    • Android App Dev for Health Care Companion Application
      5.0 Jul 1, 2020

      One of their strengths is that they oversee the entire project, which made it hands-off for me. I had confidence in their ability to deliver exactly what was promised. The final product wasn’t only a feature parity but also close to a pixel-perfect rendition of the existing app.

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    • Android App Dev for Health Care Companion Application
      5.0 Jul 1, 2020

      I trusted them from the beginning. They were able to take the guidelines and run with them.

      Read Full Review
    • Firebase Web Services for Mobile Game Development Company
      5.0 Mar 23, 2018

      We needed talented people who we could trust with sensitive data and access to our projects. Blue Label Labs has lived up to both of those expectations and earned the recommendation I received.

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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

    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.

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    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 Financial services Arts, entertainment & music IT Services Real estate Education Manufacturing Food & Beverages Insurance Advertising & marketing

    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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  • Salsa Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Collingwood, Australia

    Services provided

    50% AI Development
    50% Web Development

    Salsa Digital is an AI company and website development company. Located in Collingwood, Australia, the agency was launched in 2003. Their services include Artificial Intelligence and Web

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  • Blackbook.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    South Brisbane, Australia

    Services provided

    50% AI Development
    50% Blockchain

    Blackbook.ai is an artificial intelligence development company and Blockchain company established in 2013. Their services include Artificial Intelligence and Blockchain.

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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

    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.

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    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

    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

    Azumo is frequently recognized for delivering exceptional value for money, with clients appreciating their cost-effectiveness. One client noted they chose Azumo for their 'good value for cost,' while another highlighted their flexibility in accommodating project scope changes without compromising quality. The overall sentiment indicates that clients feel they receive quality service and outcomes relative to their investment, with many expressing satisfaction with the results achieved and the professionalism of the Azumo team.
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    More responsive than most other service providers

    Azumo is very responsive

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

    View projects from:

    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

    Reviews mention Open to feedback

    The overall sentiment regarding Qubika's openness to feedback is highly positive. Clients consistently noted the team's responsiveness and willingness to incorporate suggestions, with one client emphasizing their ability to balance guidance without overpowering ideas. Another highlighted their flexibility in redesigning work based on new proposals, demonstrating a commitment to collaboration. Such feedback reflects a strong culture of communication and adaptability, essential for fostering successful project outcomes.
    • Web Prototype Dev for Biking Startup
      5.0 Feb 7, 2019

      They’re strong listeners who don’t try to force us to do things a certain way. They found a good balance between giving advice and steering us in the right direction without overpowering our ideas.

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    • Software Prototype Design for Healthcare Startup
      5.0 Oct 3, 2018

      When we proposed new ideas and changed the scope of work, they were very flexible and redesigned much of the work they'd already done without negatively impacting our deadline. They do a great job of incorporating our feedback and providing their own input where they feel it would improve outcomes. It's been a very productive engagement overall.

      Read Full Review
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    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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    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
    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Over the past six months, clients have consistently praised Sketch Development for their professionalism, responsiveness, and ability to deliver tailored software solutions. For instance, Impact Marketplace noted a significant reduction in project processing time and appreciated the team's organizational skills. Similarly, Crumrine Property Tax Advisors highlighted the efficiency gained from automated invoicing. Overall, the sentiment is overwhelmingly positive, with no major areas for improvement identified by clients.
    Read 6 Recent Reviews

    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
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  • Zolon Tech, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Herndon, VA

    Services provided

    50% AI Development
    50% Blockchain

    Zolon Tech, Inc. Is a small AI company and Blockchain company headquartered in Herndon, Virginia. The team provides Artificial Intelligence and Blockchain.

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  • AiCare Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Jose, CA

    Services provided

    50% AI Development
    50% IoT Development

    AiCare is an AI firm and IoT development company. They were founded in 2016 and specialize in Artificial Intelligence and IoT development.

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  • Elevat Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Seattle, WA

    Services provided

    50% AI Development
    50% IoT Development

    Elevat is an AI development company and IoT development company founded in 2015. The team focuses on Artificial Intelligence and IoT development and is headquartered in Seattle, Washington.

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  • OnDemand Mobile & Web Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Woodstock, GA

    Services provided

    50% AI Development
    50% AR/VR Development

    Small artificial intelligence company and AR/VR development company OnDemand Mobile & Web Solutions, is in Woodstock, Georgia. The team focuses on Artificial Intelligence and AR/VR development.

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  • SAM AI, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Newark, NJ

    Services provided

    50% AI Development
    25% Email Marketing
    25% Social Media Marketing

    SAM AI, Inc., an artificial intelligence company, was launched in 2016. The firm provides Artificial Intelligence and Email Marketing.

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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 Professional

    Overall, client sentiment regarding Altar.io's professionalism is exceptionally positive. Clients praised the team's communication, responsiveness, and commitment to delivering high-quality work on time. For instance, one client noted, "Everything has been delivered on time and in a highly professional manner." Another highlighted, "They are a first-class professional organization with a lot of accountability." Clients consistently expressed confidence in Altar.io's capabilities, stating they felt supported and understood throughout their projects, with no significant areas for improvement identified.
    • Development Services for Financial Technology Company
      5.0 Feb 22, 2021

      The team are brilliant communicators, run the project well and integrate technology into the process. Such is the case, we have all been fully remote through the process and I feel we have managed to operate as one team. They are more than professional developers. They are start up experts, they understand business models, can calibrate the set presentation of the business and really add value beyond the coding.

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    • Custom Software Development for Pre-Revenue Startup
      5.0 Oct 15, 2020

      The team is extremely responsive and knowledgeable. During our collaboration the Altar team readily shared best practices and shared a ton of valuable insights with us. We were very impressed with the overall talent of the team, the professionalism and quick turn-around on the deliverables.

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    • Product Discovery & MVP Dev for SaaS Startup
      5.0 Jun 26, 2022

      The professional was phenomenal, there was never a time we had to follow up with Daniel and the team for an update as they were always communicating with us regularly.

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    • AI Consulting & Dev for Translation Services Company
      5.0 Jun 4, 2025

      Everything up to this phase has been delivered on time and in a highly professional manner, with the project progressing according to schedule. They consistently responded to my questions promptly and thoroughly.

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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

    Average Project Cost Breakdown

    $10,000 to $49,000 (13) Less than $10,000 (5) $50,000 to $199,999 (5)

    What Clients Have Said

    Altar.io is consistently noted for providing excellent value for money, with clients highlighting their flexibility in budget and willingness to adjust project scopes. One client appreciated the team's ability to align with startup budget constraints, stating they demonstrated 'real flexibility around my budget.' Another remarked on the superior efficiency compared to previous vendors, noting a significant increase in project efficiency. Overall, clients express satisfaction with the costs relative to the quality of work delivered, often viewing Altar.io as a partner invested in their success.
    Read All Reviews

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    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 High-quality work

    Snotor consistently receives high praise for delivering high-quality work across various projects. Clients commend their structured project management, timely delivery, and responsive communication. For instance, one client noted the 'high usability and positive user feedback' on a mobile application developed by Snotor. Another client emphasized their 'strong technical expertise' and proactive approach. Overall, the sentiment is overwhelmingly positive, with many clients expressing satisfaction with Snotor's commitment to quality and their collaborative approach.
    • Mobile App Development for Fitness Platform
      5.0 Oct 31, 2022

      I appreciated the ease of working with them and the speed and quality of their work. Thanks to them I almost don't want to have an in-house technical team anymore!

      Read Full Review
    • Custom Software Dev for Enterprise Talent Firm
      5.0 Feb 24, 2021

      The partnership has been successful overall. They’re very expensive, but the quality is very good in comparison to our previous vendor. I’m very impressed with the quality that comes through.

      Read Full Review
    • SaaS Platform Dev for Greek Life Financial Management
      5.0 Feb 27, 2019

      They produce very high quality code that rarely has any issues. They're one of the most reliable freelancers we work with.

      Read Full Review
    • Web App Development for Digital Wardrobe Provider
      5.0 May 16, 2023

      Snotor team provides high-quality product delivery, from business logic investigation to development and deploying a ready app. They managed this project in a well-organized manner, met our deadlines, and were proactive.

      Read Full Review
    • Web Development for Financial Reporting Site
      4.5 Jun 17, 2019

      MassMedia Group delivered on time for all sprints. Their prices are competitive, and they’ve always completed work as expected in a high-quality manner.

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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

    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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    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

    Reviews mention Great team

    Clients consistently praise CodeNinja for their exceptional team, highlighting their expertise in Magento development and professionalism. One client noted that the technical team demonstrated a strong understanding of requirements, contributing to a successful project launch on time. The communication was described as engaging and effective, with a skilled team that is well-versed in their craft. Overall, the sentiment reflects confidence in CodeNinja's capabilities, though minor planning improvements were suggested.
    • Revamp for Overseas Educational Consultant
      5.0 Apr 29, 2021

      We found the entire team very cooperative and highly skillful.

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    • E-Commerce Development for Premium Beddings Distributor
      5.0 Apr 29, 2021

      We found the entire team very cooperative and highly skillful.

      Read Full Review
    • E-Commerce Dev for Online Cosmetics Store
      5.0 Feb 3, 2021

      CodeNinja’s technical team is very skillful and knows their craft pretty well, their Magento knowledge base is very up on the ladder.

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    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In 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

    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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  • Curata Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    50% Content Marketing

    Established in 2007, Curata, a small AI development company and Content Marketing company, is in Boston, Massachusetts. Their services include Artificial Intelligence and Content Marketing.

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  • Patheer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Quincy, MA

    Services provided

    50% AI Development
    50% Corporate Training & Coaching

    Patheer, an artificial intelligence company and Corporate Training & Coaching company, was founded in 2013. The firm provides Artificial Intelligence and Corporate Training & Coaching, and is small.

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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
    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

    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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    Kraftors Web Solutions Private Limited Logotype

    Kraftors Web Solutions Private Limited

    4.9 37 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 37 projects

    Reviews mention Translate ideas into products

    Clients have positively highlighted Kraftors Web Solutions Private Limited's ability to effectively translate ideas into functional products. One reviewer noted their impressive comprehension of needs, leading to a user-friendly CMS that enhanced content management and site activity. The team's expertise in PHP and CMS development was particularly commended, though suggestions for increased customization options were noted. Overall, the sentiment reflects satisfaction with their solutions and responsiveness throughout the project.
    • Custom Software Dev for Luxury Jewelry Company
      5.0 Jul 25, 2024

      What impressed us the most was their ability to comprehend our needs and translate them into a realistic, user-friendly solution. Their team displayed a thorough grasp of PHP and CMS development, ensuring that the end result was both sturdy and scalable.

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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

    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

    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

    Clients consistently praise Kraftors Web Solutions Private Limited for providing excellent value for money, often highlighting their competitive pricing and alignment with budgetary constraints. One client noted, "their pricing fit our budget, they were a great culture fit, and they offered good value for the cost." Additionally, another client expressed satisfaction, stating, "they delivered beyond expectations" while maintaining affordability. Overall, the sentiment reflects a strong appreciation for the quality of service relative to the cost, reinforcing their reputation as a cost-effective solution.
    Read All Reviews
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    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

    Reviews mention Hard working

    Clients consistently highlight LANARS' hard-working nature, noting their dedication to accommodating requests and delivering results. One client emphasized, 'They've worked so hard to accommodate all our wishes,' showcasing LANARS' commitment to client satisfaction. The overall sentiment reflects appreciation for their swift, structured approach and problem-solving capabilities, reinforcing their reputation as a diligent and reliable partner in project execution.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Timeline - they put several personnel on a large job, and completed it in the midst of the Russian invasion. 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.

      Read Full Review
    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      We would never be where we are today if it was not for LANARS. They've worked so hard to accommodate all our wishes when it comes to both functionality and design. They work fast, structured, and are not too pricy.

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the 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

    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.
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  • Veo Robotics, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waltham, MA

    Services provided

    50% AI Development
    50% Product Design

    Launched in 2016, Veo Robotics, Inc. Is an AI company and Product Design company. Their services include Artificial Intelligence and Product Design.

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  • LogoMix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    50% Logo

    LogoMix, an AI firm and Logo company, was launched in 2006. The company provides Artificial Intelligence and Logo, 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

    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

    More responsive than most other service providers

    Leobit is very responsive

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

    View projects from:

    United States (24) Norway (5) Switzerland (4) England (4) Germany (3) Estonia (2) Ukraine (2) Sweden (2) Poland (1) Denmark (1) Singapore (1) Netherlands (1) Belgium (1) Luxembourg (1) Bermuda (1) Hong Kong (1)
    View Profile Visit Website
    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 Knowledgeable

    TechnoYuga has received high praise for their knowledgeable team, particularly in fintech and technology solutions. Clients highlighted their domain expertise, adaptability, and proactive engagement, stating that the team not only executed tasks but also contributed valuable insights. For instance, one client noted their ability to suggest smarter workflows, indicating a collaborative approach. Overall, the sentiment reflects strong confidence in TechnoYuga's capabilities, with clients appreciating their responsiveness and clear communication throughout the project lifecycle.
    • Web App Revamp for Healthcare SaaS Company
      5.0 Jul 12, 2024

      Their company was very easy to work with. Available on our time and very knowledgeable. Very friendly and patient with non-technical team.

      Read Full Review
    • Mobile App Dev for Fintech Company
      5.0 Apr 15, 2025

      Their project manager and tech team was knowledgeable and ready to help as and when I needed them.

      Read Full Review
    • Mobile & Web Development for Financial Services Company
      5.0 May 27, 2025

      The domain knowledge in fintech, quick adaptability to changing requirements, and ability to suggest smarter workflows really stood out. They weren’t just executing — they were thinking with us.

      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)
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    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

    Reviews mention Results-oriented

    Clients commend JPLoft for their results-oriented approach, highlighting their commitment to timely deliveries and effective project management. One client noted the palpable impact of JPLoft's work on user engagement, stating that positive feedback from users reflects the success of their efforts. Additionally, JPLoft's proactive communication and alignment with client goals were praised, establishing them as essential partners in achieving project objectives.
    • Web & Mobile App Development for Black Professionals Network
      5.0 Jan 30, 2024

      The effect in their engagement is palpable—JPLoft always promises on their commitments. Positive remarks from our clients is a testimony to the fulfillment of their paintings, making it simpler for us to pick out opportunities and collaborate with charities seamlessly. From a mission control perspective, JPLoft excels. Utilizing tools such as Basecamp and Jira, they have got streamlined the method effects.

      Read Full Review
    Read All Reviews
    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 responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
  • Ariston Tek Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Jersey City, NJ

    Services provided

    50% AI Development
    50% Blockchain

    Small artificial intelligence firm and Blockchain company Ariston Tek Inc, is based in Jersey City, New Jersey. The team provides Artificial Intelligence and Blockchain.

    Read more
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  • Pinn Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Redwood City, CA

    Services provided

    50% AI Development
    50% Cybersecurity

    Based in Redwood City, California, Pinn is an artificial intelligence development company and Cybersecurity company. The team offers Artificial Intelligence and Cybersecurity.

    Read more
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  • Rulai, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Campbell, CA

    Services provided

    50% AI Development
    50% Customer Service Outsourcing

    Small artificial intelligence company and Customer Service Outsourcing company Rulai, Inc., is in Campbell, California. Their services include Artificial Intelligence and Customer Service

    Read more
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  • Adelphic Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waltham, MA

    Services provided

    50% AI Development
    50% Advertising

    Adelphic, an Advertising and artificial intelligence firm, focuses on Advertising and Artificial Intelligence. The firm is based in Waltham, Massachusetts.

    Read more
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  • XMPro Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dallas, TX

    Services provided

    50% AI Development
    50% IoT Development

    XMPro is an artificial intelligence development company and IoT development company. They are in Dallas, Texas, and their services include Artificial Intelligence and IoT development.

    Read more
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  • BlockQAI, LLC. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richardson, TX

    Services provided

    50% AI Development
    50% Blockchain

    BlockQAI, LLC. Is a Richardson, Texas-based AI development company and Blockchain company. Their services include Artificial Intelligence and Blockchain.

    Read more
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  • Instrumental Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Palo Alto, CA

    Services provided

    50% AI Development
    50% IoT Development

    Instrumental Inc. Is an artificial intelligence firm and IoT development company. Established in 2015, their team offers Artificial Intelligence and IoT development.

    Read more
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  • DeepThink Health Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richmond, CA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    DeepThink Health, an artificial intelligence company and data analytics company, was established in 2018. The team provides Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • 2nd Order Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Glen Allen, VA

    Services provided

    50% AI Development
    50% Business Consulting

    2nd Order Solutions is an AI company and Business Consulting company. Their small team is headquartered in Glen Allen, Virginia. Their services include Artificial Intelligence and Business

    Read more
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  • EdConnective Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Richmond, VA

    Services provided

    50% AI Development
    50% Corporate Training & Coaching

    EdConnective is an AI firm and Corporate Training & Coaching company. Their team is in Richmond, Virginia. The company specializes in Artificial Intelligence and Corporate Training & Coaching.

    Read more
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  • modbi Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waukesha, WI

    Services provided

    50% AI Development
    50% IoT Development

    Modbi is a small AI development company and IoT development company. Launched in 2017, the team offers Artificial Intelligence and IoT development.

    Read more
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  • Telegraph Hill Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Francisco, CA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Telegraph Hill Software is a San Francisco, California-based AI development company and big data analytics company. The team offers Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • Arytic US Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Austin, TX

    Services provided

    50% AI Development
    50% HR Outsourcing

    Headquartered in Austin, Texas, Arytic US is an AI development company and HR Outsourcing company. Founded in 2019, the team specializes in Artificial Intelligence and HR Outsourcing.

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  • Cognistx Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Winston-Salem, NC

    Services provided

    50% AI Development
    50% Custom Software Development

    Established in 2015, Cognistx is a custom software development firm and AI company. The firm provides Custom Software Development and Artificial Intelligence.

    Read more
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  • Omni Federal Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Gainesville, VA

    Services provided

    50% AI Development
    50% IoT Development

    Omni Federal, an artificial intelligence firm and IoT development company, was established in 2017. The firm specializes in Artificial Intelligence and IoT development.

    Read more
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  • Shandong Blue Fox Network Technology Co., Ltd. Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Linyi, China

    Services provided

    50% AI Development
    50% Mobile App Development

    App development firm and artificial intelligence firm Shandong Blue Fox Network Technology Co., Ltd. Was established in 2014. The firm offers Mobile App Development and Artificial Intelligence.

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  • Zhejiang Qigu Network Technology Co., Ltd Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Hangzhou Shi, China

    Services provided

    50% AI Development
    50% IoT Development

    Located in Hangzhou Shi, China and Yongzhou, China, Zhejiang Qigu Network Technology Co., Ltd is an IoT development and AI firm. They specialize in IoT development and Artificial Intelligence.

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  • Beijing Cheetah Mobile Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Beijing, China

    Services provided

    50% AI Development
    50% IoT Development

    Beijing Cheetah Mobile Technology Co., Ltd. Is an IoT development and AI development company. Founded in 2010, the company provides IoT development and Artificial Intelligence.

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  • ABW Medical Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Diego, CA

    Services provided

    50% AI Development
    50% IT Strategy Consulting

    ABW Medical is an IT strategy consulting and AI company headquartered in San Diego, California. Established in 2019, the team offers IT strategy consulting and Artificial Intelligence.

    Read more
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  • VERYTEL S.A. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bogotá, Colombia

    Services provided

    50% AI Development
    25% IT Managed Services
    25% IT Strategy Consulting

    Artificial intelligence company VERYTEL S.A. Is based in Bogotá, Colombia. The team provides Artificial Intelligence and IT strategy consulting.

    Read more
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  • Entromy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Boston, MA

    Services provided

    50% AI Development
    25% Business Consulting
    25% Custom Software Development

    Entromy is an AI company located in Boston, Massachusetts. Their services include Artificial Intelligence and Custom Software Development.

    Read more
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  • Continuum Industries Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edinburgh, Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Continuum Industries is a small custom software development firm and AI company. They provide Custom Software Development and Artificial Intelligence and were established in 2018.

    Read more
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  • Jiangsu Yema Software Technology Co., Ltd. Logotype

    Jiangsu Yema Software Technology Co., Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% IoT Development

    Jiangsu Yema Software Technology Co., Ltd. Is an IoT development and AI firm. Launched in 2015, the agency provides IoT development and Artificial Intelligence.

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  • Halfspace - A Data, Analytics & AI Company Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    København, Denmark

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Founded in 2015, Halfspace - A Data, Analytics & AI Company is a business intelligence company. The agency focuses on BI & big data consulting & SI and Artificial Intelligence.

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  • Hunan Shangyi Network Technology Co., Ltd. Logotype

    Hunan Shangyi Network Technology Co., Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Hunan Shangyi Network Technology Co., Ltd. Is a business intelligence company and AI firm. Founded in 2017, the firm provides BI & big data consulting & SI and Artificial Intelligence.

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  • GuangDong Poya Information & Technology Co., Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Guang Zhou Shi, China

    Services provided

    50% AI Development
    50% IT Strategy Consulting

    GuangDong Poya Information & Technology Co., Ltd. Is an IT strategy consulting and AI company. Launched in 1999, the company provides IT strategy consulting and Artificial Intelligence.

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  • Augmented Robotics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berlin, Germany

    Services provided

    50% AI Development
    50% AR/VR Development

    Augmented Robotics, an AR/VR development and artificial intelligence firm, was launched in 2019. The agency focuses on AR/VR development and Artificial Intelligence, and is small.

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  • AlgoFace Logotype

    AlgoFace

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% AR/VR Development

    AlgoFace, a small AR/VR development and AI development company, is headquartered in Carefree, Arizona. Their services include AR/VR development and Artificial Intelligence.

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  • Sentireal® Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Belfast, Northern Ireland

    Services provided

    50% AI Development
    50% AR/VR Development

    Located in Belfast, Northern Ireland, Sentireal® is an AR/VR development and artificial intelligence company. They specialize in AR/VR development and Artificial Intelligence.

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  • AMPER S&C IoT S.L. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Barcelona, Spain

    Services provided

    50% AI Development
    50% IoT Development

    AMPER S&C IoT S.L., an IoT development and artificial intelligence company, was launched in 2006. The small team provides IoT development and Artificial Intelligence.

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  • Helgen Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Killorglin, Ireland

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Helgen Technologies is an AI development company and Robotics Process Automation company. Headquartered in Killorglin, Ireland, the firm offers Artificial Intelligence and Robotics Process

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  • Clear Strategy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dublin, Ireland

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Clear Strategy is a big data analytics company and artificial intelligence development company based in Dublin, Ireland. They specialize in BI & big data consulting & SI and Artificial Intelligence.

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  • RecommenderX Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dublin, Ireland

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    RecommenderX is a big data analytics company and AI firm. They offer BI & big data consulting & SI and Artificial Intelligence and were founded in 2016. The agency is headquartered in Dublin,

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  • Jaam automation Logotype

    Jaam automation

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Development
    50% Document Digitization & Management

    Located in London, England, Jaam automation is an AI firm and Document Digitization & Management company. They specialize in Artificial Intelligence and Document Digitization & Management.

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  • ZAUBAR Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berlin, Germany

    Services provided

    50% AI Development
    25% AR/VR Development
    25% Blockchain

    ZAUBAR is an artificial intelligence development company founded in 2019. The team provides Artificial Intelligence and AR/VR development and is in Berlin, Germany.

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  • Nextec Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Herndon, VA

    Services provided

    50% AI Development
    50% Commercial Property Management

    Nextec Inc is an artificial intelligence firm and Commercial Property Management company. Established in 1998, their team provides Artificial Intelligence and Commercial Property Management.

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  • Copperpod Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Plainsboro Township, NJ

    Services provided

    50% Business Consulting
    25% AI Consulting
    25% AI Development

    Copperpod Digital is a small Business Consulting company located in Plainsboro Township, New Jersey. Their services include Business Consulting and Artificial Intelligence.

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  • Analytical AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Birmingham, AL

    Services provided

    50% Cybersecurity
    25% AI Consulting
    25% AI Development

    Analytical AI, a Cybersecurity company, was founded in 2018. The small team offers Cybersecurity and Artificial Intelligence.

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  • Star Lab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Huntsville, AL

    Services provided

    25% AI Consulting
    25% AI Development
    25% Blockchain Marketing +1 service
    25% Cybersecurity

    Cybersecurity company Star Lab was launched in 2014. In Huntsville, Alabama and Washington, District of Columbia, the team focuses on Cybersecurity and Artificial Intelligence.

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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:

  • In-depth client interviews and ratings
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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 Cheesecake Labs – AI, Data, & Product
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 DianApps
8 fxis.ai
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
  8. 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. 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
  25. 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
  27. 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
  28. ScienceSoft Logotype

    ScienceSoft

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

    Ability to deliver

    37.6/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    80% AI Development
    20% 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

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AI increases speed and output, but many businesses overlook the amount of rework it creates. The data show that the burden falls mostly on managers and...

Artificial Intelligence Thought Leadership
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Traditional SEO drives broad discovery, but GEO turns algorithmic citations into direct recommendations — positioning your business as the right answer.

Artificial Intelligence Thought Leadership, 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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