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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 18, 2026
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27,556 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 Passionate about their work

    Clients have expressed that Simform demonstrates a strong passion for their work, particularly in their ability to integrate with client cultures and drive customer success. One client noted that Simform's team members are not only cooperative and independent but also genuinely enthusiastic about the client's product. This passion is reflected in their responsiveness and reliability, contributing to a successful partnership. Overall, the sentiment regarding Simform's dedication to their projects is very positive.
    • Staff Augmentation for Software Company
      5.0 May 10, 2023

      Simform team is very much integrated into our culture and way of working, this is key to the success of our partnership. Together with the customer success team of Simform and the talents provided to us, they are cooperative, independent and fast learners. They are also passionate about our product and helps us drive customer success.

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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 Detail-oriented

    Clients consistently highlight Wizard Labs' detail-oriented approach, noting their exceptional organization and thoroughness in project management. One client specifically praised Maz for his meticulous requirements gathering process and proactive communication, which included regular workshops to refine project needs. This attention to detail contributed to the successful delivery of the project on time and within budget, reinforcing the overall positive sentiment towards their meticulous work ethic.
    • Custom Software & AI Dev for Taekwondo Franchising Brand
      5.0 May 14, 2025

      Maz and team were extremely attentive to our needs. Maz the project lead was extremely detailed in his requirements gathering process. It was a pleasure to work with him and his team.

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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 Honest

    Client feedback regarding BlueLabel highlights a strong sentiment of honesty and transparency throughout their engagement. One client noted that BlueLabel won their business by being 'transparent and honest' in their sales and development expectations. Another emphasized the integrity of the team, stating they felt BlueLabel was invested in the project beyond financial gains. Overall, clients appreciate the company's commitment to clear communication and building long-term relationships, which fosters a collaborative and trustworthy environment.
    • Custom Software Dev for Behavioral Healthcare Provider
      5.0 Aug 12, 2022

      Blue Label’s honesty and people are impressive. When working on a project, other teams’ members aren’t always agreeable; sometimes, they don’t have a good way of communicating or are not always available — a million things can go wrong when working with a contractor. By contrast, Blue Label serves not only as our employee but also as our friend.

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

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

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    1 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 2 times in the past 6 months

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    $50,000+
    $200 - $300 / hr
    2 - 9
    Singapore, Singapore

    Services provided

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

    LXXXIV is a cloud consulting & SI company. The team is located in Singapore, Singapore, and their services include cloud consulting & SI and Cybersecurity.

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  • Futuraria Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Los Olivos, Peru

    Services provided

    20% AI Agents
    20% AI Development
    20% Branding +2 services
    20% IT Strategy Consulting
    20% Web Development

    Branding firm Futuraria was launched in 2025. The agency offers Branding and IT strategy consulting.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 26 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

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

    Azumo is a software development company known for its expertise in AI development and custom software solutions. Clients consistently praise Azumo for its high-quality deliverables, responsiveness, and exceptional project management. Across reviews, 100% of clients highlight their professionalism and ability to meet deadlines, with many noting their flexibility and strong communication skills as standout attributes.

    See all 26 projects
    3 of 3 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 3 times in the past 6 months

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

    Industry Experience

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

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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
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    Qubika Logotype

    Qubika

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

    Services provided

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

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

    See all 61 projects

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Qubika is very responsive

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

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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

    View projects from:

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

    AiSyncSo - AI Studio

    Not yet reviewed

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

    Services provided

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

    AiSyncSo - AI Studio, a small user experience design company, is in Beirut, Lebanon. The team focuses on UX/UI Design and Product Design.

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  • Intellectsoft technologies Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Strategy +2 services
    20% Mobile App Development
    20% Wearable App Development

    Intellectsoft technologies, a Digital Strategy company, offer Digital Strategy and Custom Software Development. They were launched in 2024.

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  • Avior Solutions LLP Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    In Ahmedabad, India, Avior Solutions LLP is a small CRM consulting and SI company. Their services include CRM consulting and SI and Custom Software Development.

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  • Sapphire Consulting Corporation Logotype

    Sapphire Consulting Corporation

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% E-Commerce Development
    20% ERP Consulting and SI +2 services
    20% Search Engine Optimization
    20% Web Development

    Sapphire Consulting Corporation is a small SEO company established in 2018. Their services include Search Engine Optimization and ERP consulting and SI.

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  • Nyro Dynamics Logotype

    Nyro Dynamics

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    40% IT Managed Services
    15% Cloud Consulting & SI
    10% AI Agents +4 services
    10% AI Consulting
    10% AI Development
    10% Cybersecurity
    5% IT Strategy Consulting

    Nyro Dynamics is an IT managed services company. The agency is based in Coquitlam, Canada. Their services include IT managed services and cloud consulting & SI.

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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

    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

    More responsive than most other service providers

    Altar.io is very responsive

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

    View projects from:

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

    Snotor

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

    Services provided

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

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

    See all 35 projects

    Reviews mention Proactive

    Snotor has consistently received positive feedback regarding their proactive approach. Clients noted that team members, particularly Antonina and Dmytro, were highly responsive and communicative, often anticipating needs and offering solutions. One client remarked on Antonina's 'incredible responsiveness and genuine investment in success,' while another highlighted the team's ability to 'actively contribute ideas and suggest improvements.' Overall, the sentiment reflects a strong appreciation for Snotor's commitment to client success and effective project management.
    • PHP Dev for Letter Sending Platform
      5.0 Feb 22, 2019

      MassMedia Group is proactive about addressing our concerns. We’re pleased with the results so far.

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    • 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. They have a comprehensive business approach and really significant experience.

      Read Full Review
    • Medical Records Software for Hospital Group
      5.0 Aug 27, 2019

      The app was developed within the arranged period of time. They had good communication, reasonably proactive. Are there any areas for improvement? They are good all around.

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    • Mobile App Design & Dev for Sports Psychologist
      5.0 Jan 10, 2024

      The team in Snotor delivered on time. Should there be any complications, they managed to anticipate well and responded quickly. They were highly proactive - always looking for new solutions and responding to our needs.

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    • ERP System Dev for Paper Products Producer
      5.0 May 12, 2023

      They are very transparent, proactive and always have a few proposals for every issue or block of work. The team has given day-to-day updates, made sum-up letters after meetings. We had very productive meetings and brainstormings. There was an ability to see our progress via an online graphic in the online Gantt system.

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

    Reviewed 1 time in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Norfolk, VA

    Services provided

    20% AI Consulting
    20% Email Marketing
    20% IT Strategy Consulting +2 services
    20% Pay Per Click
    20% Search Engine Optimization

    Business Scale Pros is an Email Marketing company. They are headquartered in Norfolk, Virginia, and their services include Email Marketing and Search Engine Optimization.

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  • IntegralX Logotype

    IntegralX

    Not yet reviewed

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

    Services provided

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

    IntegralX is an IT strategy consulting company founded in 2023. The company specializes in IT strategy consulting and Custom Software Development, 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

    Reviews mention Dedicated

    Clients consistently highlight Phaedra Solutions' dedication, noting their commitment to project success and responsiveness to urgent needs. One CEO remarked on the team's willingness to work late into the night to address project requirements, emphasizing their integrity and strong communication skills. Such feedback underscores an overall positive sentiment regarding the company's dedication, with clients feeling well-supported throughout their engagement.
    • API Dev for E-Commerce Company
      5.0 Nov 8, 2023

      Yes, Phaedra team went above and beyond to handle any requests. They spent many nights way after their midnight focusing on the project to handle any urgent needs for the project. I found communication with them very easy. very dedicated team, very knowledgeable about the technology stack we were using. They also showed a high level of integrity and commitment to the project.

      Read Full Review
    Read All Reviews
    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

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

    Kraftors Web Solutions Private Limited

    4.9 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 Proactive

    Clients consistently praised Kraftors Web Solutions Private Limited for their proactive approach throughout project management. For instance, one client noted their team 'swiftly handled any problems' and provided 'thorough progress reports,' ensuring a smooth workflow. Another client highlighted their proactive communication, stating they were 'always ready to discuss our issues' and that there were 'no delays or surprises.' Overall, the sentiment reflects a strong appreciation for their commitment to maintaining timelines and addressing client needs effectively.
    • AI-Powered Solution Dev for Financial & Digital Solutions Co
      5.0 Oct 6, 2024

      The AI model recognized fraudulent transactions with exceptional accuracy, considerably enhancing our ability to detect fraud before it affects our business. This proactive strategy not only improved our security, but also increased trust in our overall risk management processes. Their project management was really well managed, and they provided constant updates.

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    • Machine-Learning Solution Dev for HealthTech Co
      5.0 Oct 3, 2024

      Kraftors provided excellent project management services. They met every deadline, continuously gave thorough progress reports, and swiftly handled any problems we made. Their crew was extremely proactive, ensuring that the project ran smoothly and without a hitch. We felt completely supported throughout the procedure.

      Read Full Review
    • AR/VR Development for Energy Grid Management Company
      5.0 Sep 27, 2024

      Project management wise, Kraftors Web Solutions showed great resolve. Throughout the project they adhered to a rigorous timeline, and were very prompt in communicating updates (every couple of weeks), and addressing any concerns immediately. Thanks to our proactive mindset, we managed to deliver the project as fast and efficient we did.

      Read Full Review
    • AI Development for Gaming Co
      5.0 Sep 22, 2024

      Kraftors Web Solutions provided excellent project management. They were good at keeping us in the loop as to what was happening, not just when facing a problem. We always hear them back whenever we need for support or troubleshooting, project done in time, they were extremely proactive, and there weren't any delays or surprises that would have caused us not to be on schedule.

      Read Full Review
    • Web App Development & Design for Coffee Producer
      5.0 Jul 25, 2024

      They completed the assignment on schedule and were always ready to discuss our issues. Their project management was excellent, with timely updates and a proactive approach to issue solutions. Their knowledge of Laravel and commitment to creating a high-quality result were amazing.

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

    Reviewed 3 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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 Openness

    The overall sentiment regarding LANARS' openness is highly positive. Clients appreciate their effective communication and willingness to integrate feedback, as highlighted by one client who noted, "Their communication is perfect" and praised the team's friendly and open-minded nature. Additionally, the client appreciated LANARS' transparency during project management, facilitated through shared access to corporate tools like Jira. This openness contributed to a smooth collaboration, although one client expressed a desire for a UK office.
    • iOS/Android FinTech App Development for Bank
      5.0 Sep 20, 2019

      Project management was done by LANARS under my supervision. They added me to their corporate Jira, so I was able to see report and progress on each team member involved. Communicate was smooth, and the good thing is that we are almost in the same timezone.

      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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
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  • Boring Tech Solutions Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Strategy +2 services
    20% Web Design
    20% Web Development

    Small Digital Strategy company Boring Tech Solutions, is based in Edmonton, Canada. The team focuses on Digital Strategy and Web Design.

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  • Matabuild Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Market Research
    20% Mobile App Development +2 services
    20% Product Design
    20% Web Development

    Matabuild is an artificial intelligence company. They are located in Casper, Wyoming. Their team focuses on Artificial Intelligence and Market Research.

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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 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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    JPLoft

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

    Services provided

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

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

    See all 96 projects

    Reviews mention Passionate about their work

    Clients consistently praise JPLoft's passion for their work, noting a strong dedication to project success. One client highlighted that JPLoft's team 'enjoyed working on our project,' which was evident in the quality of the deliverables. Another remarked on the developers' 'persistent dedication to quality,' emphasizing their commitment to high standards and proactive communication. Overall, the sentiment reflects a high level of satisfaction with JPLoft's enthusiasm and engagement in their projects.
    • Mobile App Dev Services for Retail Media Company
      5.0 Nov 17, 2024

      They are not just tech experts. They work and love what they do and have the interests of their clients at heart. It was clear they enjoyed working on our project and their passion showed in what they built for us. They are always available whenever I need them which isn't so in all industries.

      Read Full Review
    • Blockchain Development for Financial Services Co
      5.0 Jun 3, 2024

      The most amazing feature of JPLoft was their persistent dedication to quality. The top developers were extremely committed to the project's success and constantly interfered to ensure high standards. Furthermore, the team's proactive communication and ability to produce without extra delays or issues were impressive. After working with JPLoft for over seven months, I am really impressed with their performance. Their passion and efficiency have pushed us to continue working together, and at this moment, I do not see any substantial places for improvement.

      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

    More responsive than most other service providers

    JPLoft is very responsive

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

    View projects from:

    United States (44) India (9) Saudi Arabia (2) England (2) Australia (1) Canada (1) Kiribati (1) Israel (1) Kenya (1)
    View Profile Visit Website
  • Kalp Technocrats Logotype

    Kalp Technocrats

    Not yet reviewed

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

    Services provided

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

    Based in Ahmedabad, India, Kalp Technocrats is a small cloud consulting & SI company. The team provides cloud consulting & SI and Cybersecurity.

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  • Houten Digital Logotype

    Not yet reviewed

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

    Services provided

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

    Houten Digital is a software development firm. The Cape Town, South Africa-based company was established in 2025. Their services include Custom Software Development and Web Development.

    Read more
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  • DIMENSIONAL ANALYTICS Logotype

    DIMENSIONAL ANALYTICS

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Engineering +2 services
    20% Manufacturing Consulting
    20% Market Research

    Market Research company DIMENSIONAL ANALYTICS is based in Cuttack, India. The team offers Market Research and BI & big data consulting & SI.

    Read more
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  • Growg Web Services Logotype

    Growg Web Services

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    Growg Web Services is a web design agency. Established in 2023, the team specializes in Web Design and Custom Software Development.

    Read more
    View Profile
  • WebX Labs Logotype

    WebX Labs

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    WebX Labs is a custom software development firm established in 2023. The small team focuses on Custom Software Development and Web Development.

    Read more
    View Profile
  • Netloir Technologies Logotype

    Not yet reviewed

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

    Services provided

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

    Cloud consulting & SI company Netloir Technologies provides cloud consulting & SI and Custom Software Development. They were established in 2025.

    Read more
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  • Cognixlab Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Cambridge, MA

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Digital Strategy +2 services
    20% Product Design
    20% Search Engine Optimization

    Founded in 2025, Cognixlab is a Digital Strategy company. The team provides Digital Strategy and Search Engine Optimization.

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  • Ityanta Technology and Solutions Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Sheridan, WY

    Services provided

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

    Ityanta Technology and Solutions is a cloud consulting & SI company. They are in Gandhinagar, India and Sheridan, Wyoming, and their services include cloud consulting & SI and Web Development.

    Read more
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  • TaskScout Solutions Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9
    Gambrills, MD

    Services provided

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

    TaskScout Solutions is a small custom software development company launched in 2025. Their services include Custom Software Development and Web Development.

    Read more
    View Profile
  • Aenric Technologies Logotype

    Aenric Technologies

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

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

    Aenric Technologies is a custom software development firm. Based in Albuquerque, New Mexico, their team focuses on Custom Software Development and Web Development.

    Read more
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  • LogicLoom Systems Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9
    Clifton, NJ

    Services provided

    80% AI Agents
    20% AI Consulting

    LogicLoom Systems is an AI Agents company. Based in Clifton, New Jersey, their small team specializes in AI Agents and AI Consulting. The agency was established in 2025.

    Read more
    View Profile
  • Roots Digit Logotype

    Roots Digit

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

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

    Roots Digit is a small web design company in Vadodara, India. Their services include Web Design and Custom Software Development.

    Read more
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  • RAHM Technologies Logotype

    RAHM Technologies

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Blockchain
    20% ERP Consulting and SI +2 services
    20% IT Managed Services
    20% IT Staff Augmentation

    ERP consulting and SI company RAHM Technologies is headquartered in Oakbrook Terrace, Illinois. They focus on ERP consulting and SI and IT managed services and were established in 2025.

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  • Advanced Humanoids Logotype

    Advanced Humanoids

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Launched in 2021, Advanced Humanoids is a small IT strategy consulting company. Their services include IT strategy consulting and Custom Software Development.

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  • Design95 Logotype

    Design95

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Graphic Design
    20% Performance Marketing +2 services
    20% Web Design
    20% Web Development

    Design95 is a web design agency located in Brownstown, Michigan. Their services include Web Design and Graphic Design.

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  • Digital Growth Hive Logotype

    Digital Growth Hive

    Not yet reviewed

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

    Services provided

    20% Conversion Optimization
    20% Generative AI
    20% Pay Per Click +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Launched in 2021, Digital Growth Hive is a social media marketing company. The company specializes in Social Media Marketing and Conversion Optimization.

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  • Stackwise Logotype

    Stackwise

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Microservices Architecture Services
    20% Web Development

    Located in Dubai, United Arab Emirates, Stackwise is a custom software development firm. They provide Custom Software Development and Web Development.

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  • Nimble Software Lab ltd. Logotype

    Nimble Software Lab ltd.

    Not yet reviewed

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

    Services provided

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

    Nimble Software Lab ltd. Is a Dhaka, Bangladesh-based cloud consulting & SI company. The team provides cloud consulting & SI and Custom Software Development.

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  • Unicorn Ranch Logotype

    Unicorn Ranch

    Not yet reviewed

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

    Services provided

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

    User experience design agency Unicorn Ranch is located in Tiranë, Albania. They provide UX/UI Design and Custom Software Development.

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  • Assestics Logotype

    Assestics

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% Web Development

    Assestics is a cloud consulting & SI company. Their small team of employees is headquartered in Malegaon, India. Their team offers cloud consulting & SI and Web Development.

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  • Cruesoft Technologies Logotype

    Cruesoft Technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Cruesoft Technologies is a web design agency. Their small team is in Delhi, India and focuses on Web Design and Custom Software Development. The agency was founded in 2020.

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  • TechTornix Solutions Logotype

    TechTornix Solutions

    Not yet reviewed

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

    Services provided

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

    TechTornix Solutions is an UX design company. Established in 2024, the firm specializes in UX/UI Design and Custom Software Development.

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  • ilaunch Logotype

    ilaunch

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Management & Support
    20% Blockchain +2 services
    20% DevOps Managed Services
    20% Web Development

    Ilaunch is a web development firm. Established in 2025, their team focuses on Web Development and Artificial Intelligence.

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  • Stalvix Logotype

    Stalvix

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Testing
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% Low/No Code Development

    Founded in 2023, Stalvix is a small cloud consulting & SI company. Their services include cloud consulting & SI and Artificial Intelligence.

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  • Siplora Tech Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Ahmedabad, India

    Services provided

    20% AI Development
    20% Application Testing
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Siplora Tech is an user experience design company. The team provides UX/UI Design and Web Development and is in Ahmedabad, India.

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  • ENTER Konsult Logotype

    ENTER Konsult

    Not yet reviewed

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

    Services provided

    30% Business Consulting
    30% Custom Software Development
    20% AI Consulting +1 service
    20% IT Strategy Consulting

    ENTER Konsult, a custom software development firm, was established in 2023. The team provides Custom Software Development and Business Consulting and is located in Cape Town, South Africa.

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  • Grills Tech Logotype

    Grills Tech

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Grills Tech is a small Nagpur, India-based software development firm. Their services include Custom Software Development and Web Development.

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  • Tecveq Logotype

    Tecveq

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Graphic Design
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Tecveq, a SEO services firm, is based in London, England. Their services include Search Engine Optimization and Graphic Design.

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  • Debcure Technologies Logotype

    Debcure Technologies

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Mobile App Development
    20% Web Development

    Launched in 2024, Debcure Technologies is a data analytics company. Based in Karnal, India, the team specializes in BI & big data consulting & SI and Web Development.

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  • Agentline Logotype

    Agentline

    Not yet reviewed

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

    Services provided

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

    Founded in 2022, Agentline is a small Islamabad, Pakistan-based software development firm. Their services include Custom Software Development and Mobile App Development.

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  • beesite Logotype

    beesite

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Search Engine Optimization
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Small SEO company beesite, is based in Ahmedabad, India. The team offers Search Engine Optimization and Web Design.

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  • Adaptive Analytix Logotype

    Adaptive Analytix

    Not yet reviewed

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

    Services provided

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

    Software development company Adaptive Analytix was founded in 2023. The team provides Custom Software Development and Web Development and is based in Carbondale, Illinois.

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  • Armadillo Automation & AI LLC Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Austin, TX

    Services provided

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

    Armadillo Automation & AI LLC is a custom software development company. The Austin, Texas-based firm was launched in 2025. Their team focuses on Custom Software Development and Web Development.

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  • G1 Technologies Logotype

    G1 Technologies

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Cloud Consulting & SI +2 services
    20% Custom Software Development
    20% IoT Development

    G1 Technologies is a New Delhi, India-based cloud consulting & SI company. Established in 2018, the team specializes in cloud consulting & SI and Custom Software Development.

    Read more
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  • BurTech Solution Logotype

    BurTech Solution

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

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

    BurTech Solution, a custom software development firm, was launched in 2022. The team focuses on Custom Software Development and Web Development.

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  • HiVergent AI Logotype

    HiVergent AI

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Business Consulting +2 services
    20% CRM Consulting and SI
    20% Corporate Training & Coaching

    Launched in 2025, HiVergent AI, a small CRM consulting and SI company, is headquartered in Fairview, Texas. Their services include CRM consulting and SI and Business Consulting.

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  • Cogninode Software Logotype

    Cogninode Software

    Not yet reviewed

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

    Services provided

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

    Cogninode Software is an IT strategy consulting company. The Dhenkanal , India-based agency offers IT strategy consulting and Custom Software Development.

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  • qasolvex Logotype

    Not yet reviewed

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

    Services provided

    80% Application Testing
    20% Generative AI

    Qasolvex is a small Application Testing company founded in 2025. Their services include Application Testing and Generative AI.

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  • Top Automator Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    București, Romania

    Services provided

    30% Web Design
    25% AI Agents
    20% AI Development +2 services
    15% Web Development
    10% Custom Software Development

    Located in București, Romania, Top Automator is a web design company. They offer Web Design and AI Agents.

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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.

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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 BlueLabel
12 Valere
13 WPWeb Infotech
14 Fingent
15 NineTwoThree AI Studio

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
  12. 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
  13. WPWeb Infotech Logotype

    WPWeb Infotech

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  14. 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
  16. 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
  17. RebelDot Logotype

    RebelDot

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

    Ability to deliver

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

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  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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Small businesses using AI aren't just experimenting. Most of them are already operating at a sophisticated level. But sophisticated doesn't mean complete...

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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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