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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 12, 2026
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27,502 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 Team players

    The feedback regarding Simform's team player sentiment is overwhelmingly positive. Clients consistently highlight the seamless integration of Simform's team as an extension of their own, with one noting their 'sense of ownership and urgency.' Another client emphasized their commitment, stating, 'Simform felt personally invested in our success.' Their proactive communication and adaptability, especially in addressing project challenges, further underscore their collaborative spirit, reinforcing their reputation as reliable partners dedicated to client goals.
    • Web App Dev Resources for E-Commerce Booking Software Co.
      5.0 Aug 31, 2022

      The quality of Simform’s team is outstanding. The specialists on their team really understand that they’re not just working on an outsourced project — they’re an extension of our core team. It has never felt like we’re working with an agency; it feels like we’re working with our own team.

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    • Mobile & Web App Development & Cloud SI for Cocoa Company
      5.0 Mar 28, 2025

      Simform were also readily available to discuss, listen to suggestions and make changes to improve delivery of the project. The professionalism of the team, eagerness to want to make the project a success, breadth of talent within the organisation and friendliness on personal and professional basis were most impressive. Simform is eager to learn and improve in any area they can, including creating new detailed artefacts when requested.

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    • Development & QA Support for Lifestyle Membership Platform
      5.0 Apr 3, 2025

      I've been working with Simform for over six months now. The engagement began with bringing our subscription management platform in-house, and we've since expanded the partnership to other projects due to their broad skill set and consistent reliability. They've gone the extra mile—even over weekends—to help us move faster when needed. Communication and project management have been excellent, with any issues swiftly addressed. It genuinely felt like Simform was invested in our success.

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    • Mobile & Web App Development for Staffing Platform
      5.0 Aug 5, 2025

      On time, within budget, Simform team integrated well with our in-house team. Despite time zone differences, Simform met our timezone needs. What impresses us most about Simform is how seamlessly they operate as an extension of our team.

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    • Staff Aug, Web Design & Dev for Software Development Startup
      4.5 Sep 1, 2023

      Additionally, every time we require support apart from the team already assigned to our project, Simform assists in finding available resources. Simform’s customer success manager has impressed us, too, since they ensure a smooth collaboration and quickly address any challenges or issues we encounter. Overall, Simform’s team stays aware and involved in the project deliveries. The team stays connected, which ensures streamlined communication.

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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

    Industry Experience

    Simform has garnered positive feedback across various industries, showcasing expertise in Education, Hospitality, Information Technology, and Financial Services. Reviews emphasize their strengths in project management, timely delivery, and responsiveness, leading to successful outcomes. Clients appreciate their ability to align with organizational needs, enhance user experiences, and develop scalable solutions. Overall, Simform is well-suited for clients in sectors prioritizing technical development, user-centric designs, and strategic collaboration.

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    Select Industry to see insights

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

    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 6 reviews
    Premier Verified
    $50,000+
    $100 - $149 / hr
    10 - 49
    Vancouver, Canada

    Services provided

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

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

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    Reviews mention Timely

    Client feedback regarding Wizard Labs' timeliness is overwhelmingly positive. One client noted that Maz and his team were 'extremely attentive' and delivered the complete project on time and on budget, while another praised Maz's exceptional organization and ability to deliver items punctually. Both clients appreciated the proactive communication regarding any delays, underscoring Wizard Labs' commitment to meeting deadlines and adapting to project needs effectively.
    • Custom Software & AI Dev for Taekwondo Franchising Brand
      5.0 May 14, 2025

      Maz and team were extremely attentive to our needs. They kept in touch with regular meetings and communicated effectively when deliverables took longer than expected to deliver. Overall we were very happy with them for delivering the complete project on time and on budget.

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    • AI MVP Development for AI Purchasing Automation Company
      5.0 Apr 9, 2025

      Maz is an excellent project manager. He is exceptionally organized, creates clear and detailed tasks/epics/timelines, and delivers items on time. They are flexible and understanding of pivots and direction changes that can happen when you're an early stage startup.

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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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

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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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    United States (67) Thailand (1) United Arab Emirates (1)
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  • BlackStraw Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    250 - 999
    Tampa, FL

    Services provided

    50% AI Development
    30% BI & Big Data Consulting & SI
    10% IT Staff Augmentation +1 service
    10% Robotics Process Automation

    BlackStraw, an AI firm, is based in Tampa, Florida and Chennai, India. They focus on Artificial Intelligence and BI & big data consulting & SI.

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  • BOT Shreyasi Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Manali, India

    Services provided

    100% AI Development

    Founded in 2019, BOT Shreyasi is an AI firm. The company provides Artificial Intelligence and AI Consulting, and is small.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

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

    Services provided

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

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

    See all 26 projects

    Reviews mention Patient

    Clients have consistently praised Azumo for their patience and professionalism throughout various projects. One client noted their outstanding ability to explain complex technical concepts to non-technical stakeholders, highlighting their willingness to ensure understanding. Another client emphasized their patience in meeting the high standards required by Amazon, reflecting a commitment to quality and thorough communication. Overall, the sentiment regarding Azumo's patience is highly positive, demonstrating their dedication to client satisfaction.
    • Artificial Intelligence Dev for Discovery Networks Latin America
      5.0 Nov 30, 2018

      Their development knowledge is impressive. They’ve been very professional and patient with Amazon’s requirements, which ask for very high standards.

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    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.
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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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Qubika is very responsive

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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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    Sketch Development Logotype

    Sketch Development

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

    Services provided

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

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

    See all 23 projects

    Reviews mention Great project management

    Sketch Development has received consistent praise for their exceptional project management capabilities. Clients noted that projects were delivered on time or even ahead of schedule, highlighting their impressive organizational skills. One client remarked on the 'stellar' management, mentioning effective communication through various channels. Another emphasized the customer-friendly approach, noting timely deliveries and a breakdown of projects into manageable parts. Overall, the sentiment reflects a high level of satisfaction with their project management practices.
    • Web App Development for Safety Solutions Co
      5.0 Mar 3, 2025

      The project management was impressive and customer friendly. Projects were broken into smaller parts and delivered in a timely fashion.

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    • Frontend Site Dev & ERP Integration for Manufacturing Co
      5.0 Apr 16, 2025

      No issues with PM. They're very organized, transparent, and agile. Very responsive. Communication and method of managing the project. Additional time goes into planning, documenting, and managing the project but the organization and transparency of the project show its value.

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    • AI Chatbot Development for Motorcycle Parts Supplier
      5.0 May 22, 2026

      Sketch Development's project management was stellar. Everything was on time or overdelivered. We communicated via virtual meetings, email, and a messaging app.

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    Industry Experience

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

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    Select Industry to see insights

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

    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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    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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  • Datenvorsprung Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    2 - 9
    Wien, Austria

    Services provided

    80% AI Development
    20% Custom Software Development

    Datenvorsprung is an artificial intelligence firm. Founded in 2020, their team focuses on Artificial Intelligence and Custom Software Development.

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  • FutureBeeAI Logotype

    Not yet reviewed

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

    Services provided

    60% AI Development
    40% Transcription

    FutureBeeAI is an AI firm. Their team is in Ahmedabad, India and focuses on Artificial Intelligence and Transcription.

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  • Shyena Tech Yarns Pvt. Ltd. Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    50 - 249
    Pune, India

    Services provided

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

    Shyena Tech Yarns Pvt. Ltd. Is a Pune, India-based big data analytics company and AI company. The team specializes in BI & big data consulting & SI and Artificial Intelligence.

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  • Techmines Technologies Logotype

    Not yet reviewed

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

    Services provided

    70% AI Development
    10% Search Engine Optimization
    10% UX/UI Design +1 service
    10% Web Development

    Founded in 2021, Techmines Technologies is an artificial intelligence firm. The team focuses on Artificial Intelligence and Web Development and is in Surat, India.

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  • Opporture Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Toronto, Canada

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Opporture is an artificial intelligence company. They are headquartered in Toronto, Canada, and their services include Artificial Intelligence and AI Consulting.

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  • Featured

    What are Featured Providers?

    Altar.io Logotype

    Altar.io

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

    Services provided

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

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

    See all 28 projects

    Reviews mention Exceeds expectations

    Altar.io consistently exceeded client expectations, particularly noted in their exceptional project management and proactive communication. The Founder of Intus HQ highlighted the team's deep understanding of project scope, with the CEO providing invaluable guidance during the discovery phase. Clients appreciated the flexibility around budgeting and the team's creativity, which fostered a strong partnership. Overall, the professional and supportive approach demonstrated by Altar.io instilled confidence in the project's success and reinforced their selection as a partner.
    • Product Discovery & MVP Dev for SaaS Startup
      5.0 Jun 26, 2022

      Every deliverable was beyond our expectation. We are looking forward to continuing our relationship with Altar.io who will help develop our platform. At times we truly felt that Altar.io cared more about our success than maybe we did. Not only do they have a deep understanding in their field of software development, but they possibly have a deeper understanding of what a successful product should encompass.

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

      I chose to partner with Altar because it's CEO, Daniel immediately demonstrated a clear vision and deep understanding of the scope of IntusHQ. The way he guided the product scoping process went far beyond expectations and was one of the most valuable experiences I’ve had in truly understanding the heart of the problem. I was treated exceptionally well throughout, with the team consistently going above and beyond during my visits.

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    Industry Experience

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

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    Select Industry to see insights

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

    More responsive than most other service providers

    Altar.io is very responsive

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

    View projects from:

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

    Snotor

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

    Services provided

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

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

    See all 35 projects

    Reviews mention Great team

    Clients consistently praise Snotor's team for their exceptional dedication and professionalism. One CEO noted, 'The MassMedia team has a great attitude... they really go the extra mile to overcome your expectations.' Another client emphasized their organized approach and effective communication. Overall, the sentiment reflects a strong appreciation for the team's commitment to client success, with feedback indicating that they genuinely care about their clients' businesses.
    • Mobile App Dev for Language Lessons Platform
      5.0 Dec 11, 2024

      Team very committed and efficient. Also very good communication and solid after-sales support if needed. Would recommend Snotor. Very efficient team and responsive. Very pleasant to work with and excellent communication.

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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 Patient

    Clients have highlighted CodeNinja's exceptional patience and cooperation throughout their projects, which significantly contributed to a positive working relationship. One client specifically noted that the patience displayed during the project was a unique aspect of the company's service. Overall, feedback indicates a strong sentiment of satisfaction, with clients appreciating the proficiency and support provided by CodeNinja, leading to successful outcomes and a desire for future collaboration.
    • Digital Marketing for Internet Media Company
      5.0 Jan 29, 2022

      The patience and cooperation throughout the project are what makes this company unique.

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    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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  • Silver Touch Technologies USA Logotype

    Silver Touch Technologies USA

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Cloud Consulting & SI
    25% ERP Consulting and SI +1 service
    25% Robotics Process Automation

    Silver Touch Technologies USA is a large cloud consulting & SI company launched in 1995. Their team provides cloud consulting & SI and ERP consulting and SI.

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  • Spot Intelligence Logotype

    Not yet reviewed

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

    Services provided

    40% Generative AI
    30% AI Consulting
    20% AI Development +1 service
    10% Low/No Code Development

    Spot Intelligence is a Generative AI company based in London, England. They specialize in Generative AI and Artificial Intelligence.

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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 Great team

    Clients consistently commend Phaedra Solutions for their exceptional team. One client highlighted the company's ability to manage recruitment and project execution effectively, emphasizing their impressive office environment and organizational structure. Another noted their commitment to meeting specific project management needs, which contributed to project success. Overall, the sentiment reflects a strong appreciation for the professionalism and expertise of Phaedra's team.
    • Customer Portal & UI Design & Dev for Locksmith Company
      4.5 Jul 9, 2021

      One of the biggest aspects of the relationship is that we can work together as one team, going back and forth to figure out solutions. We might identify something that we want, and they’ll recommend a different approach. In the end, we meet in the middle and get something that was better than what each side started with.

      Read Full Review
    • Software Dev & Recruiting for Injury Law Firm
      5.0 Feb 11, 2020

      I had very specific and unique requests regarding my project management structure. My project requires 24 hour development which requires shift management. Phaedra worked to find the right team members for my project and ensured its success.

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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

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

    Kraftors Web Solutions Private Limited

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

    Services provided

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

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

    See all 36 projects
    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

    View projects from:

    United States (19) India (1) Italy (1) England (1)
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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.

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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing Business services Information technology Financial services IT Services Construction

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    Not yet reviewed

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

    Services provided

    30% IT Strategy Consulting
    25% AI Consulting
    25% AI Development +1 service
    20% Generative AI

    Devsatva, an IT strategy consulting company, was established in 2021. The small team specializes in IT strategy consulting and Artificial Intelligence.

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  • Iaora Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    100% AI Development

    AI company Iaora is in Dubai, United Arab Emirates. Their services include Artificial Intelligence.

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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
    5 of 5 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 5 times in the past 6 months

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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

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

    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

    Reviews mention Communicative

    TechnoYuga has been consistently praised for its communicative project management style. Clients noted their structured communication, with regular updates and proactive responsiveness to feedback. One client highlighted, "Their project management is well-structured, communicative, and flexible enough to adapt when needed," while another remarked on their "clear communication" and ability to address concerns promptly. Overall, the sentiment reflects a strong appreciation for TechnoYuga's commitment to maintaining open lines of communication throughout the project lifecycle.
    • Mobile App Development for Holistic Wellness Company
      5.0 Jul 30, 2024

      Their responsiveness to our needs was commendable, with prompt and effective communication throughout the project. They adhered to the timeline and delivered all milestones as promised.

      Read Full Review
    • Mobile App & AI Development for EdTech Company
      5.0 Jul 22, 2024

      The communication and project management skills of the Technoyuga team were outstanding. They kept us informed throughout the project, provided regular updates, and were proactive in addressing any issues that arose.

      Read Full Review
    • Website & Mobile App Dev Services for Wellness Company
      5.0 Jul 20, 2024

      The entire time, the communication has been outstanding. Our correspondence and inquiries are always answered quickly. We are always kept up to date and completely informed thanks to their continuous communication.

      Read Full Review
    • Software & Mobile App Dev for Restaurant SaaS Platform
      5.0 Jun 25, 2024

      Technoyuga’s team maintained excellent communication throughout the project. They provided regular updates, held weekly meetings, and used the project management tool Trello to track progress and manage tasks effectively.

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

      They maintained clear communication and updated us on the project's progress. They proactively addressed any issues and ensured the project was completed on time. Krishna, Mj, and Ruchita maintained open and transparent communication throughout the development process.

      Read Full Review
    Read All Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    View projects from:

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

    JPLoft

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

    Services provided

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

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

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

    Reviewed 2 times in the past 6 months

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    JPLoft is very responsive

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

    View projects from:

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

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49
    Belišće, Croatia

    Services provided

    70% AI Development
    5% AI Consulting
    5% API Development +4 services
    5% Custom Software Development
    5% IoT Development
    5% Microservices Architecture Services
    5% Web Development

    Established in 2019, Protostar Labs is an AI firm. Their services include Artificial Intelligence and Custom Software Development.

    Read more
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  • PixDynamics Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    25% Generative AI
    20% Mobile App Development +1 service
    15% Other Application Development

    Established in 2017, PixDynamics is an artificial intelligence company. Based in Kakkanad, India, the team focuses on Artificial Intelligence and Generative AI.

    Read more
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  • Cloudbench LLC Logotype

    Cloudbench LLC

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    20% Cloud Consulting & SI
    20% Generative AI +1 service
    10% AI Development

    Cloudbench LLC is an AI Consulting company. They focus on AI Consulting and cloud consulting & SI and are headquartered in St. Petersburg, Florida.

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  • Hireaidevelopers.io Logotype

    Hireaidevelopers.io

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Custom Software Development +1 service
    25% Generative AI

    Hireaidevelopers.io is a software development company. Founded in 2015, the firm is located in Ahmedabad, India. Their team offers Custom Software Development and Artificial Intelligence.

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  • RunLve Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10,000+
    Interlaken, Switzerland

    Services provided

    80% AI Development
    20% IT Strategy Consulting

    RunLve is an artificial intelligence firm. The team is located in Interlaken, Switzerland, and their services include Artificial Intelligence and IT strategy consulting.

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  • Smart Vision Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    40% AI Development
    30% AI Consulting
    30% Generative AI

    In New cairo, Egypt and Dubai, United Arab Emirates, Smart Vision is an artificial intelligence company. They offer Artificial Intelligence and AI Consulting and were founded in 2007.

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  • Hushl Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

    25% AI Development
    25% Generative AI
    10% AI Consulting +4 services
    10% BI & Big Data Consulting & SI
    10% Custom Software Development
    10% Low/No Code Development
    10% Mobile App Development

    Hushl is an artificial intelligence firm. They were founded in 2022, and their services include Artificial Intelligence and Generative AI.

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  • GoSource Logotype

    GoSource

    Not yet reviewed

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

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Back Office Outsourcing +1 service
    25% Business Consulting

    GoSource is a data analytics company launched in 2016. The firm focuses on BI & big data consulting & SI and Artificial Intelligence.

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  • .Sell.Systems. Limited Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Central, Hong Kong

    Services provided

    35% Generative AI
    30% AI Development
    20% Custom Software Development +1 service
    15% AI Consulting

    .Sell.Systems. Limited, a Generative AI company, was launched in 2023. They specializes in Generative AI and Artificial Intelligence.

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  • Kody Robots Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ahmedabad, India

    Services provided

    100% AI Development

    Launched in 2021, Kody Robots is a midsize AI firm. Their team provides Artificial Intelligence.

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  • Crux Digits B.V. Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Nieuwegein, Netherlands

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Engineering +1 service
    25% Generative AI

    Crux Digits B.V. Is an artificial intelligence firm. Their team is located in Nieuwegein, Netherlands and offers Artificial Intelligence and BI & big data consulting & SI.

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  • vector8 Logotype

    vector8

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% AI Development
    30% Generative AI +1 service
    10% Cloud Consulting & SI

    Located in , vector8 is a midsize artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.

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  • Intellonix Logotype

    Intellonix

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Intellonix is an IT strategy consulting company. The team offers IT strategy consulting and IT managed services and is in Ahmedabad, India and New York, New York.

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  • ThoughtMinds Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    30% Generative AI
    25% AI Development
    15% Custom Software Development +2 services
    15% Enterprise App Modernization
    15% Web Development

    ThoughtMinds is a Generative AI company. The team offers Generative AI and Artificial Intelligence, and the company is in San Francisco, California and Navi Mumbai, India.

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  • Boost Education, Inc Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    Davie, FL

    Services provided

    50% AI Consulting
    50% AI Development

    Boost Education, Inc is a big data analytics company. Located in Davie, Florida, their team focuses on BI & big data consulting & SI and Artificial Intelligence.

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  • Vaidik AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Noida, India

    Services provided

    40% Generative AI
    20% Data Annotation Services
    10% Content Moderation Services +4 services
    10% Language Interpretation
    10% Translation
    5% Content Writing Services
    5% IT Managed Services

    Vaidik AI is a Generative AI company. The midsize Noida, India-based team specializes in Generative AI and Data Annotation Services. The firm was founded in 2018.

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  • DTskill Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Brampton, Canada

    Services provided

    30% Generative AI
    20% AI Consulting
    20% AI Development +2 services
    20% Robotics Process Automation
    10% Other Design

    Based in Brampton, Canada, DTskill is a Generative AI company. They specialize in Generative AI and Artificial Intelligence.

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  • Predli Consulting Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Stockholm, Sweden

    Services provided

    40% AI Consulting
    20% AI Development
    20% IT Strategy Consulting +1 service
    20% IoT Development

    Predli Consulting, an AI Consulting company, specialize in AI Consulting and IT strategy consulting. They were launched in 2019.

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  • Diamond Professional Consultants - DPC Logotype

    Not yet reviewed

    $100,000+
    $300+ / hr
    50 - 249
    Cairo, Egypt

    Services provided

    30% AI Consulting
    30% AI Development
    30% Business Consulting +1 service
    10% ECM Consulting and SI

    Diamond Professional Consultants - DPC is a Cairo, Egypt-based artificial intelligence company. They specialize in Artificial Intelligence and Business Consulting and were launched in 2012.

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  • Time Under Tension Logotype

    Time Under Tension

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% AI Development
    20% AI Consulting
    20% Generative AI +3 services
    10% Digital Engineering
    10% Product Design
    10% UX/UI Design

    Artificial intelligence firm Time Under Tension was established in 2023. The firm offers Artificial Intelligence and AI Consulting.

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  • Build Future AI Logotype

    Build Future AI

    Not yet reviewed

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

    Services provided

    50% AI Development
    30% Generative AI
    20% AI Consulting

    Build Future AI is an artificial intelligence development company founded in 2022. The agency focuses on Artificial Intelligence and Generative AI.

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  • Kong.ai Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249
    New York, NY

    Services provided

    35% AI Development
    35% Generative AI
    30% AI Consulting

    Established in 2024, Kong.ai is a midsize New York, New York-based artificial intelligence firm. Their services include Artificial Intelligence and Generative AI.

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  • Incorporation.ai Logotype

    Incorporation.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    50% AI Consulting
    50% Generative AI

    Incorporation.ai is an AI Consulting and Generative AI company. In Toronto, Canada, the agency was founded in 2017. Their team provides AI Consulting and Generative AI.

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  • Agathon Logotype

    Agathon

    Not yet reviewed

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

    Services provided

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

    Established in 2023, Agathon, a small AI Consulting company, is based in London, England. Their team focuses on AI Consulting and Artificial Intelligence.

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  • B M Infotrade Pvt. Ltd. Logotype

    B M Infotrade Pvt. Ltd.

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    10 - 49

    Services provided

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

    B M Infotrade Pvt. Ltd. Is a cloud consulting & SI company headquartered in. They offer cloud consulting & SI and Cybersecurity and were founded in 1996.

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  • SheAI Logotype

    Not yet reviewed

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

    Services provided

    80% AI Consulting
    20% Business Consulting

    SheAI is an AI Consulting company based in Barcelona, Spain. They offer AI Consulting and Business Consulting and were established in 2024.

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  • Gemperts India Logotype

    Not yet reviewed

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

    Services provided

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

    Gemperts India is a web design agency. Established in 2019, the firm is in Lucknow, India and Miami, Florida. Their team provides Web Design and Mobile App Development.

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  • Touch Crypto Logotype

    Touch Crypto

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Blockchain +2 services
    20% Generative AI
    20% Graphic Design

    Touch Crypto is a Bengaluru, India-based graphic design agency. The team specializes in Graphic Design and Artificial Intelligence.

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  • Meditron Healthcare Technologies L L C Logotype

    Meditron Healthcare Technologies L L C

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    100% Generative AI

    Generative AI company Meditron Healthcare Technologies L L C was founded in 2008. The company provides Generative AI, and is small.

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  • SSC GmbH Logotype

    SSC GmbH

    Not yet reviewed

    $250,000+
    $50 - $99 / hr
    50 - 249

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% IT Managed Services

    SSC GmbH, a midsize IT managed services company, is located in Altenmarkt im Pongau, Austria. The team specializes in IT managed services and Custom Software Development.

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  • The Governors Logotype

    The Governors

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    In Herentals, Belgium, The Governors is an AI Consulting company. The team specializes in AI Consulting.

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  • Sofos AI Logotype

    Sofos AI

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% AI Development
    20% Microservices Architecture Services +2 services
    10% AI Agents
    10% Generative AI

    Sofos AI is a Montevideo, Uruguay-based AI company. Their services include Artificial Intelligence and AI Consulting.

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  • Bexprt Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Winnersh, England

    Services provided

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

    Bexprt is a small AI Consulting company located in Winnersh, England. Their services include AI Consulting and Generative AI.

    Read more
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  • JSXDOM Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +2 services
    20% UX/UI Design
    20% Web Development

    Large user experience agency JSXDOM, is located in New York, New York. The team focuses on UX/UI Design and Web Development.

    Read more
    View Profile
  • ATW LTD Logotype

    ATW LTD

    Not yet reviewed

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

    Services provided

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

    ATW LTD, a software development company, was established in 2016. The company focuses on Custom Software Development and Artificial Intelligence.

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  • Amypo Technologies Logotype

    Amypo Technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

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

    Amypo Technologies is an AI firm. Launched in 2015, the team specializes in Artificial Intelligence and AI Consulting.

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  • BeFreed Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    San Francisco, CA

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Generative AI
    20% IT Managed Services

    BeFreed is an IT managed services company. The agency is located in San Francisco, California. Their team focuses on IT managed services and Artificial Intelligence.

    Read more
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  • Norg Logotype

    Norg

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

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

    Norg, a software development firm, is headquartered in Daly City, California. Launched in 2023, the team provides Custom Software Development and Artificial Intelligence.

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  • Grantbot Consulting LLC Logotype

    Grantbot Consulting LLC

    Not yet reviewed

    $10,000+
    $300+ / hr
    10 - 49

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% CRM Consulting and SI
    20% Generative AI

    Founded in 2023, Grantbot Consulting LLC is a CRM consulting and SI company. The small team specializes in CRM consulting and SI 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.

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We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Merixstudio
2 Cheesecake Labs
3 Quytech
4 Neoteric
5 blackthorn.ai
6 Dualboot Partners
7 fxis.ai
8 DianApps
9 tkxel
10 STX Next
11 RebelDot
12 BlueLabel
13 Valere
14 WPWeb Infotech
15 Fingent

List of the Best Artificial Intelligence Companies

  1. Merixstudio Logotype

    Merixstudio

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  4. Neoteric Logotype

    Neoteric

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  5. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. Dualboot Partners Logotype

    Dualboot Partners

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

    Ability to deliver

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

    Service focus

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

    fxis.ai

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  9. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

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

    RebelDot

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

    Ability to deliver

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

    Service focus

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

    Valere

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  14. WPWeb Infotech Logotype

    WPWeb Infotech

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

    Ability to deliver

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

    Service focus

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

    Fingent

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

    Ability to deliver

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

    Service focus

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

    Dotsquares

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

    Ability to deliver

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

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  19. BEON.tech Logotype

    BEON.tech

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

    Ability to deliver

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

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  23. Vention Logotype

    Vention

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

    Ability to deliver

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

    Service focus

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

    Digica

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

    Ability to deliver

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

    Service focus

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

    AnyforSoft

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

    Ability to deliver

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

    Service focus

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

    Deviniti

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

    Ability to deliver

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

    Service focus

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

    GroupBWT

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

    Ability to deliver

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

    Service focus

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

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

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

    Service focus

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

    Gorilla Logic

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

    Ability to deliver

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

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website

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Artificial Intelligence Development Company FAQs

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

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

  1. Suffescom Solutions Inc

  2. Cheesecake Labs

  3. Quytech

  4. tkxel

  5. Dualboot Partners

  6. fxis.ai

  7. Neoteric

  8. blackthorn.ai

  9. STX Next

  10. NineTwoThree AI Studio

  11. RebelDot

  12. Valere

  13. Fingent

  14. DianApps

  15. Dotsquares

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

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

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

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

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

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

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

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

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

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

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