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Home Recommendation Systems

Top Recommendation Engine Companies

Recommendation engines are highly sophisticated data filtering systems that forecast customer interests by using behavioral data, machine learning, and statistical modeling. The technology is commonly used by streaming sites like Spotify and YouTube. It’s important to make a positive impression on customers and end-users. Experienced recommendation engine companies are third-party service providers that primarily create intricate systems. They have extensive teams of dedicated software developers, engineers, and data scientists working to create bespoke engines. Typically, they offer three different types of recommendation systems: collaborative filtering, knowledge-based engines, and content-based filtering. Their work can help businesses significantly boost revenue, improve click-through rates, and increase conversions. Their complex solutions allow companies to draw in customers by offering them tailored experiences. Also view popular computer vision services, cognitive computing companies, and natural language processing companies.
Ratings Updated: March 7, 2026
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15 Leaders 15 Contenders

2,930 Companies

List of the Top Recommendation System Services

  • VTechWorks Logotype

    VTechWorks

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Custom Software Development
    20% Mobile App Development +1
    20% Web Development

    Focus Areas

    10% AI Recommendation Systems
    30% Chatbots & Conversational AI
    30% Machine Learning +1
    30% Natural Language Processing

    VTechWorks is an AI company. In Chennai, India, their team specializes in Artificial Intelligence and Custom Software Development.

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  • Convo Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    50 - 249
    Los Altos, CA

    Services provided

    50% IT Staff Augmentation
    20% AI Consulting
    10% Application Management & Support +2
    10% Microservices Architecture Services
    10% Mobile App Development

    Focus Areas

    25% AI Recommendation Systems
    45% Chatbots & Conversational AI
    30% Machine Learning

    Convo is an IT staff augmentation company. Their team is based in Los Altos, California and Scottsdale, Arizona and provides IT staff augmentation and AI Consulting.

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  • Yeka Studio OÜ Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    Tallinn, Estonia

    Services provided

    20% AI Development
    20% IoT Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Cognitive Computing +2
    20% Machine Learning
    20% Natural Language Processing

    Yeka Studio OÜ, an user experience company, was established in 2017. The company focuses on UX/UI Design and Web Development, and is small.

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  • Rev9 Solutions Logotype

    Rev9 Solutions

    Not yet reviewed

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

    Services provided

    25% AI Development
    20% Web Development
    15% AI Consulting +4
    15% Mobile App Development
    10% Custom Software Development
    10% UX/UI Design
    5% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    20% Voice and Speech Recognition
    5% Computer Vision

    Rev9 Solutions is an AI firm. Launched in 2020, the team offers Artificial Intelligence and Web Development. The firm is based in Jhelum, Pakistan.

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  • DevDefy Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    50 - 249
    Cincinnati, OH

    Services provided

    20% Custom Software Development
    20% DevOps Managed Services
    20% Generative AI +3
    20% Mobile App Development
    10% AR/VR Development
    10% Web Development

    Focus Areas

    35% AI Recommendation Systems
    30% Machine Learning
    20% Cognitive Computing +1
    15% Chatbots & Conversational AI

    Software development firm DevDefy is headquartered in Cincinnati, Ohio. They provide Custom Software Development and Mobile App Development and were established in 2017.

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  • PISENCE TECHNOLOGIES LLP Logotype

    PISENCE TECHNOLOGIES LLP

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Testing
    20% Custom Software Development +2
    20% Cybersecurity
    20% IoT Development

    Focus Areas

    25% AI Recommendation Systems
    40% Chatbots & Conversational AI
    15% Voice and Speech Recognition +2
    10% Computer Vision
    10% Machine Learning

    Located in chennai, India, PISENCE TECHNOLOGIES LLP is a Cybersecurity company. They specialize in Cybersecurity and Custom Software Development and were established in 2023.

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  • iteratec Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    München, Germany

    Services provided

    20% AI Development
    30% Custom Software Development
    15% IT Strategy Consulting +4
    10% Cybersecurity
    10% Mobile App Development
    10% Web Development
    5% Cloud Consulting & SI

    Focus Areas

    10% AI Recommendation Systems
    30% Natural Language Processing
    15% Chatbots & Conversational AI +5
    15% Machine Learning
    10% Cognitive Computing
    10% Computer Vision
    5% Robotics
    5% Voice and Speech Recognition

    Software development company iteratec offers Custom Software Development and Artificial Intelligence. They were founded in 1996.

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  • Gunadhya Software Solutions Private Limited Logotype

    Gunadhya Software Solutions Private Limited

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    10% AI Recommendation Systems
    60% Natural Language Processing
    20% Chatbots & Conversational AI +1
    10% Voice and Speech Recognition

    Gunadhya Software Solutions Private Limited is an IT staff augmentation company. Established in 2015, their team offers IT staff augmentation and Custom Software Development.

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  • ACL Digital Logotype

    4.0 1 review
    $5,000+
    $50 - $99 / hr
    1,000 - 9,999
    San Jose, CA

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Business Consulting +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Cybersecurity
    10% IT Managed Services
    10% IT Strategy Consulting
    10% IoT Development
    10% UX/UI Design

    Focus Areas

    10% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Machine Learning +5
    15% Natural Language Processing
    15% Voice and Speech Recognition
    10% Cognitive Computing
    10% Computer Vision
    10% Robotics

    ACL Digital provides consulting services for the implementation and management aspects of the Software Development Life Cycle. Reviews consistently highlight their positive impact on software quality and client satisfaction. Clients appreciate ACL Digital's effective project management and communication, noting their good value for cost and positive ratings.

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  • Narf AI Logotype

    Not yet reviewed

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

    Services provided

    30% AI Development
    20% AI Consulting
    20% Web Development +3
    10% Generative AI
    10% Mobile App Development
    10% Other Application Development

    Focus Areas

    10% AI Recommendation Systems
    30% Computer Vision
    30% Machine Learning +2
    20% Chatbots & Conversational AI
    10% Natural Language Processing

    Narf AI is an AI development company. The small Warszawa, Poland-based team specializes in Artificial Intelligence and Web Development. The firm was launched in 2019.

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  • Smartbridge Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    50 - 249
    Houston, TX

    Services provided

    10% AI Development
    15% IT Strategy Consulting
    10% AI Consulting +7
    10% BI & Big Data Consulting & SI
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Mobile App Development
    5% IT Staff Augmentation

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +4
    20% Natural Language Processing
    10% Cognitive Computing
    10% Computer Vision
    10% Voice and Speech Recognition

    Established in 2003, Smartbridge is a midsize Houston, Texas-based IT strategy consulting company. Their team focuses on IT strategy consulting and BI & big data consulting & SI.

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  • Eleven Labs Logotype

    Not yet reviewed

    $50,000+
    $100 - $149 / hr
    50 - 249
    Paris, France

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2
    20% IT Strategy Consulting
    20% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Founded in 2011, Eleven Labs is an IT strategy consulting company. The firm provides IT strategy consulting and cloud consulting & SI, and is midsize.

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  • Fini Logotype

    Fini

    5.0 2 reviews
    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    60% AI Agents
    20% AI Consulting
    20% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    Fini is the #1 AI agent for customer service. Fini doesn’t just answer, it learns directly from your real support tickets, understands context and emotion, and takes precise actions to resolve

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  • Kalmia LTD Logotype

    Kalmia LTD

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% AI Consulting
    15% Custom Software Development +6
    15% Generative AI
    10% AI Agents
    10% Blockchain
    10% Mobile App Development
    5% Enterprise App Modernization
    5% IoT Development

    Focus Areas

    15% AI Recommendation Systems
    40% Chatbots & Conversational AI
    20% Machine Learning +2
    15% Natural Language Processing
    10% Voice and Speech Recognition

    Kalmia LTD is a custom software development company. Based in Slovenia, the agency focuses on Custom Software Development and Artificial Intelligence.

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  • Border UX Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    San Diego, CA

    Services provided

    10% AI Development
    30% Custom Software Development
    30% UX/UI Design +2
    20% Web Development
    10% Enterprise App Modernization

    Focus Areas

    50% AI Recommendation Systems
    50% Chatbots & Conversational AI

    Border UX is an UX agency. Founded in 2018, the team specializes in UX/UI Design and Custom Software Development. The firm is located in San Diego, California.

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  • eesy-innovation GmbH Logotype

    eesy-innovation GmbH

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    25% AI Development
    20% IoT Development
    15% Custom Software Development +7
    10% Web Design
    5% AI Consulting
    5% API Development
    5% Engineering
    5% Microservices Architecture Services
    5% Mobile App Development
    5% Web Development

    Focus Areas

    30% AI Recommendation Systems
    65% Machine Learning
    5% Voice and Speech Recognition

    Eesy-innovation GmbH is a small IoT development company in Unterhaching, Germany and Granada, Spain. The team focuses on IoT development and Artificial Intelligence.

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  • TechNow IO Logotype

    TechNow IO

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    20% AI Recommendation Systems
    40% Chatbots & Conversational AI
    40% Machine Learning

    Based in Berlin, Germany, TechNow IO is an IT managed services company. Their services include IT managed services and Custom Software Development.

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  • PeritusHub LLC Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    20% AI Consulting
    20% Cloud Consulting & SI +3
    20% DevOps Managed Services
    20% Generative AI
    10% Low/No Code Development

    Focus Areas

    15% AI Recommendation Systems
    25% Natural Language Processing
    20% Chatbots & Conversational AI +2
    20% Cognitive Computing
    20% Machine Learning

    Founded in 2019, PeritusHub LLC is a cloud consulting & SI company. The team offers cloud consulting & SI and Artificial Intelligence.

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  • North Coast Code Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    60% Custom Software Development
    25% Mobile App Development

    Focus Areas

    50% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Natural Language Processing

    North Coast Code is a custom software development company established in 2020. The team offers Custom Software Development and Mobile App Development and is based in Tallinn, Estonia.

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  • Nirag Infotech Logotype

    Nirag Infotech

    Not yet reviewed

    $1,000+
    < $25 / hr
    250 - 999

    Services provided

    20% AI Development
    25% Custom Software Development
    25% Mobile App Development +3
    10% Cloud Consulting & SI
    10% Low/No Code Development
    10% Web Development

    Focus Areas

    15% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Cognitive Computing +5
    15% Computer Vision
    10% Machine Learning
    10% Natural Language Processing
    10% Robotics
    10% Voice and Speech Recognition

    Nirag Infotech is a software development firm. The Mohali, India-based team offers Custom Software Development and Mobile App Development.

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  • CloudHub BV Logotype

    Not yet reviewed

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

    Services provided

    100% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +3
    20% Natural Language Processing
    15% Computer Vision
    5% Voice and Speech Recognition

    CloudHub BV is a Generative AI company. Their small team of employees is headquartered in Voorburg, Netherlands. Their team focuses on Generative AI.

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  • Texagon Logotype

    Not yet reviewed

    $75,000+
    $50 - $99 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    50% AI Development
    20% Custom Software Development
    20% Web Development +1
    10% Mobile App Development

    Focus Areas

    20% AI Recommendation Systems
    55% Chatbots & Conversational AI
    15% Natural Language Processing +1
    10% Machine Learning

    Texagon, a small artificial intelligence firm, is based in Lahore, Pakistan. Their services include Artificial Intelligence and Custom Software Development.

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  • Founders Led Studio Logotype

    Not yet reviewed

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

    Services provided

    45% AI Development
    25% Custom Software Development
    10% Low/No Code Development +2
    10% Mobile App Development
    10% Web Development

    Focus Areas

    25% AI Recommendation Systems
    25% Chatbots & Conversational AI
    25% Machine Learning +1
    25% Natural Language Processing

    Founders Led Studio, an AI development company, was launched in 2024. The small team specializes in Artificial Intelligence and Custom Software Development.

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  • InsightSol Technologies Logotype

    InsightSol Technologies

    Not yet reviewed

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

    Services provided

    30% AI Development
    20% AI Consulting
    20% Mobile App Development +2
    20% Web Development
    10% Branding

    Focus Areas

    20% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Machine Learning
    20% Natural Language Processing

    InsightSol Technologies is an AI development company. Launched in 2023, their team specializes in Artificial Intelligence and Web Development.

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  • NOERD Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Paris, France

    Services provided

    20% Generative AI
    20% IoT Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    50% AI Recommendation Systems
    50% Chatbots & Conversational AI

    UX agency NOERD offers UX/UI Design and Web Development. They were launched in 2017.

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  • Analyiz Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Pune, India

    Services provided

    20% AI Consulting
    20% Computer Engineering
    20% Digital Engineering +2
    20% Generative AI
    20% IT Managed Services

    Focus Areas

    30% AI Recommendation Systems
    45% Machine Learning
    25% Natural Language Processing

    Analyiz is an IT managed services company launched in 2024. The small team focuses on IT managed services and AI Consulting.

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  • SpikeTech Logotype

    SpikeTech

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49

    Services provided

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

    Focus Areas

    30% AI Recommendation Systems
    50% Machine Learning
    20% Computer Vision

    IT strategy consulting company SpikeTech is in Gurugram, India. The team provides IT strategy consulting and Web Development.

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  • Llamaworx Software Pvt Ltd Logotype

    Llamaworx Software Pvt Ltd

    Not yet reviewed

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

    Services provided

    50% AI Agents
    50% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Machine Learning
    20% Natural Language Processing +2
    20% Robotics
    20% Voice and Speech Recognition

    Llamaworx Software Pvt Ltd is an AI Agents and Generative AI company. Established in 2016, the team specializes in AI Agents and Generative AI. The firm is in Mumbai, India.

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  • Arkane Group Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    25% AI Consulting
    15% AI Agents +3
    15% BI & Big Data Consulting & SI
    15% Generative AI
    15% IT Strategy Consulting

    Focus Areas

    15% AI Recommendation Systems
    15% Chatbots & Conversational AI
    15% Computer Vision +5
    15% Natural Language Processing
    10% Cognitive Computing
    10% Machine Learning
    10% Robotics
    10% Voice and Speech Recognition

    Arkane Group is an AI Consulting company. The Sydney, Australia-based agency focuses on AI Consulting and IT strategy consulting.

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  • Xentrolance Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    Miami, FL

    Services provided

    20% AI Development
    35% Blockchain
    20% Web Development +2
    15% Custom Software Development
    10% API Development

    Focus Areas

    100% AI Recommendation Systems

    Xentrolance is a Blockchain company headquartered in Miami, Florida. The team provides Blockchain and Web Development.

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  • AlioFoundry Logotype

    AlioFoundry

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    10% Business Consulting
    10% Digital Asset Management +5
    10% Manufacturing Consulting
    5% DevOps Managed Services
    5% Digital Strategy
    5% Other Design
    5% Web Development

    Focus Areas

    20% AI Recommendation Systems
    20% Computer Vision
    20% Machine Learning +2
    20% Natural Language Processing
    20% Robotics

    Launched in 2019, AlioFoundry is an AI Consulting company. The agency offers AI Consulting and Business Consulting.

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  • SERNION TECHNOLOGIES PRIVATE LIMITED Logotype

    SERNION TECHNOLOGIES PRIVATE LIMITED

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% AI Consulting
    20% CRM Consulting and SI +2
    20% ERP Consulting and SI
    20% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    20% Computer Vision
    15% Natural Language Processing +5
    15% Robotics
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Machine Learning
    10% Voice and Speech Recognition

    Founded in 2025, SERNION TECHNOLOGIES PRIVATE LIMITED is an ERP consulting and SI company. Located in Bhagyabantapur, India, the team offers ERP consulting and SI and CRM consulting and SI.

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  • AMAZIT Logotype

    AMAZIT

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Focus Areas

    10% AI Recommendation Systems
    20% Cognitive Computing
    20% Machine Learning +5
    10% Chatbots & Conversational AI
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics
    10% Voice and Speech Recognition

    AMAZIT is an user experience company in Dubai, United Arab Emirates. Their services include UX/UI Design and Cybersecurity.

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  • The Data Island Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Generative AI
    10% AI Consulting +3
    10% Content Moderation Services
    10% Data Annotation Services
    10% IT Staff Augmentation

    Focus Areas

    10% AI Recommendation Systems
    20% Computer Vision
    20% Machine Learning +5
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Natural Language Processing
    10% Robotics
    10% Voice and Speech Recognition

    The Data Island is an artificial intelligence firm. Their team is located in Singapore, Singapore and Dhaka, Bangladesh. The agency specializes in Artificial Intelligence and Generative AI.

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  • EnlivenAI Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AI Consulting
    20% Generative AI +3
    20% Mobile App Development
    10% Low/No Code Development
    10% Web Development

    Focus Areas

    10% AI Recommendation Systems
    25% Machine Learning
    20% Chatbots & Conversational AI +5
    15% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Cognitive Computing
    5% Robotics

    EnlivenAI is a web development firm founded in 2019. The small team provides Web Development and Mobile App Development.

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  • Recurrent Software Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    10% AI Recommendation Systems
    30% Computer Vision
    30% Machine Learning +4
    10% Natural Language Processing
    8% Chatbots & Conversational AI
    8% Cognitive Computing
    4% Voice and Speech Recognition

    Recurrent Software is an artificial intelligence development company. Located in Bengaluru, India, the team offers Artificial Intelligence and Generative AI.

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  • Angular Peaks Logotype

    Angular Peaks

    Not yet reviewed

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

    Services provided

    40% AI Development
    20% Web Development
    15% Generative AI +3
    10% AI Consulting
    10% Mobile App Development
    5% Custom Software Development

    Focus Areas

    10% AI Recommendation Systems
    25% Chatbots & Conversational AI
    20% Machine Learning +5
    15% Natural Language Processing
    10% Cognitive Computing
    10% Computer Vision
    5% Robotics
    5% Voice and Speech Recognition

    Angular Peaks is an AI development company. Their small team is located in Rawalpindi, Pakistan and offers Artificial Intelligence and Web Development. The company was launched in 2024.

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  • Synaptik Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    San Francisco, CA

    Services provided

    20% AI Development
    20% AI Consulting
    20% Cybersecurity +2
    20% Generative AI
    20% Robotics Process Automation

    Focus Areas

    10% AI Recommendation Systems
    20% Computer Vision
    20% Voice and Speech Recognition +4
    15% Chatbots & Conversational AI
    15% Natural Language Processing
    10% Machine Learning
    10% Robotics

    Synaptik, a small Cybersecurity company, is headquartered in San Francisco, California. Their services include Cybersecurity and Artificial Intelligence.

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  • ADOPLE AI Logotype

    ADOPLE AI

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    20% AI Development
    20% AI Agents
    20% AI Consulting +2
    20% Blockchain
    20% Generative AI

    Focus Areas

    10% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Machine Learning +4
    20% Natural Language Processing
    10% Computer Vision
    10% Robotics
    10% Voice and Speech Recognition

    ADOPLE AI is a small Salem, India-based artificial intelligence firm. The team provides Artificial Intelligence and Blockchain.

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  • KORIX Logotype

    5.0 1 review
    $5,000+
    $25 - $49 / hr
    2 - 9
    Ahmedabad, India

    Services provided

    25% AI Development
    25% Generative AI
    20% UX/UI Design +2
    20% Web Design
    10% Mobile App Development

    Focus Areas

    10% AI Recommendation Systems
    30% Natural Language Processing
    25% Chatbots & Conversational AI +2
    20% Machine Learning
    15% Cognitive Computing

    KORIX is an AI and digital systems partner for B2B SaaS and enterprises. We design and build governance‑led AI systems, web products, and growth programs so teams can scale automation without

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  • Highpolar Software Logotype

    4.9 4 reviews
    $25,000+
    $25 - $49 / hr
    10 - 49
    Lalpur Nayak, India

    Services provided

    15% AI Development
    30% Mobile App Development
    20% Custom Software Development +3
    15% AR/VR Development
    10% Blockchain
    10% Web Design

    Focus Areas

    15% AI Recommendation Systems
    20% Chatbots & Conversational AI
    20% Computer Vision +3
    20% Natural Language Processing
    15% Machine Learning
    10% Voice and Speech Recognition

    Highpolar Software specializes in developing websites, appointment booking systems, feedback portals, and messaging systems, primarily for healthcare sectors. Their reviews highlight effective project management, timely delivery, and a proactive partnership approach, with clients praising their initiative and dedication to aligning digital solutions with business goals. The firm is commended for maintaining software effectively post-launch, with no noted areas for improvement.

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  • LeaderbookAI Logotype

    LeaderbookAI

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9

    Services provided

    15% AI Development
    30% Business Consulting
    15% AI Agents +3
    15% AI Consulting
    15% Generative AI
    10% Business Valuation Services

    Focus Areas

    30% AI Recommendation Systems
    20% Voice and Speech Recognition
    15% Machine Learning +4
    15% Natural Language Processing
    10% Cognitive Computing
    5% Chatbots & Conversational AI
    5% Robotics

    LeaderbookAI is a small Business Consulting company launched in 2019. Their services include Business Consulting and AI Consulting.

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  • Classy Endeavors Logotype

    Not yet reviewed

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

    Services provided

    25% AI Development
    35% Custom Software Development
    10% Cloud Consulting & SI +3
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Web Development

    Focus Areas

    50% AI Recommendation Systems
    25% Chatbots & Conversational AI
    15% Machine Learning +1
    10% Natural Language Processing

    Classy Endeavors is a software development company. Launched in 2020, the team offers Custom Software Development and Artificial Intelligence.

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  • Argbe.tech Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    20% Custom Software Development
    15% Web Development +5
    10% AI Agents
    10% Cloud Consulting & SI
    10% E-Commerce Development
    10% Generative AI
    10% IT Strategy Consulting

    Focus Areas

    50% AI Recommendation Systems
    50% Chatbots & Conversational AI

    Headquartered in Novi Sad, Serbia, Argbe.tech is a small custom software development company. Their services include Custom Software Development and Artificial Intelligence.

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  • VentAI Logotype

    VentAI

    0.5 1 review
    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    15% AI Development
    30% Sales Outsourcing
    20% Environmental Consulting +6
    10% Business Consulting
    5% AI Consulting
    5% Email Marketing
    5% Market Research
    5% Marketing Strategy
    5% Web Development

    Focus Areas

    40% AI Recommendation Systems
    55% Chatbots & Conversational AI
    5% Machine Learning

    VentAI is a lead generation and outreach company specializing in B2B services. However, reviews indicate significant dissatisfaction among clients, with 100% reporting negative experiences. Common themes include poor project management, lack of transparency, and unverified deliverables. Despite initial cultural sensitivity, the company failed to deliver measurable results or return on investment.

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

    Reviewed 1 time in the past 6 months

    Recent reviews of VentAI indicate a predominantly negative sentiment, highlighting significant issues with project management and accountability. Clients reported that initial enthusiasm diminished due to disorganized communication and a lack of verifiable deliverables. One client noted that despite upgrading their service, results did not improve, with zero leads generated during critical periods. Transparency issues were emphasized, with lost data and inadequate reporting further eroding trust in the company's capabilities.
    Read 1 Recent Review

    Industry Experience

    VentAI has primarily worked within the consulting industry, providing lead generation and outreach services. Feedback indicates a lack of transparency, organization, and consistent results, leading to disappointment among clients. While initial cultural sensitivity was appreciated, clients reported insufficient follow-through and measurable outcomes. Overall sentiment in the consulting sector reflects concerns over accountability and performance, suggesting that potential clients in this industry should proceed with caution.

    Read All Reviews

    Average Project Cost Breakdown

    What Clients Have Said

    Clients have expressed significant dissatisfaction with the overall cost and value for money provided by the company. One client noted that despite investing thousands of dollars and upgrading to a higher-tier plan based on assurances of improved results, they experienced no measurable ROI or consistent deliverables. The lack of transparency and accountability was highlighted as a major concern, with clients indicating that the promised outcomes were not realized, leading to a sense of disappointment and lost confidence in the company's services.
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  • Tenacious Intelligence Corporation Logotype

    Tenacious Intelligence Corporation

    Not yet reviewed

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

    Services provided

    20% AI Development
    40% IT Staff Augmentation
    10% BI & Big Data Consulting & SI +5
    10% DevOps Managed Services
    5% AI Consulting
    5% Cloud Consulting & SI
    5% Data Annotation Services
    5% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    20% Computer Vision
    20% Machine Learning +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    Tenacious Intelligence Corporation is a Santa Clara, California-based AI company. They provide Artificial Intelligence and IT staff augmentation.

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  • Dignizant Technologies LLP Logotype

    Dignizant Technologies LLP

    Not yet reviewed

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

    Services provided

    10% AI Development
    45% Mobile App Development
    45% Web Development

    Focus Areas

    25% AI Recommendation Systems
    30% Machine Learning
    20% Chatbots & Conversational AI +2
    15% Cognitive Computing
    10% Voice and Speech Recognition

    Founded in 2010, Dignizant Technologies LLP is a midsize Surat, India-based web development company. Their services include Web Development and Mobile App Development.

    Read more
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  • Revenue Wizards Logotype

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    2 - 9
    Amsterdam, Netherlands

    Services provided

    70% CRM Consulting and SI
    30% Generative AI

    Focus Areas

    20% AI Recommendation Systems
    80% Chatbots & Conversational AI

    CRM consulting and SI company Revenue Wizards is located in Amsterdam, Netherlands. Founded in 2022, the team focuses on CRM consulting and SI and Generative AI.

    Read more
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  • CipherSense AI Logotype

    5.0 1 review
    $5,000+
    $50 - $99 / hr
    2 - 9
    Lagos, Nigeria

    Services provided

    35% AI Development
    20% BI & Big Data Consulting & SI
    15% AI Consulting +2
    15% Data Annotation Services
    15% Generative AI

    Focus Areas

    15% AI Recommendation Systems
    20% Machine Learning
    15% Chatbots & Conversational AI +5
    15% Computer Vision
    10% Cognitive Computing
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Robotics

    CipherSense AI is Africa’s trusted partner for Data and Artificial Intelligence solutions. We help innovative companies unlock the power of AI through custom model development, automation, and

    Read more
    See all 1 projects
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  • KubicBits Logotype

    KubicBits

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% AI Consulting
    20% Custom Software Development +3
    20% Web Development
    10% Low/No Code Development
    10% Mobile App Development

    Focus Areas

    40% AI Recommendation Systems
    60% Machine Learning

    KubicBits is a software development firm. Founded in 2023, the firm is based in Dar-el-Beida, Morocco. Their services include Custom Software Development and Web Development.

    Read more
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We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Appinventiv
2 Zallpy Digital
3 Valletta.Software: AI-Care
4 STX Next
5 Netguru
6 OTAKOYI
7 Quytech
8 DigitalSuits
9 Cody Solutions
10 Cleveroad
11 DATAFOREST
12 EB Pearls
13 eSparkBiz
14 tkxel
15 Neoteric

List of the Top 15 Recommendation System Services

  1. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    35% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  2. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    50% Other
    View Profile Visit Website
  3. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

    $25,000+
    $50 - $99 / hr
    250 - 999
    San Ġiljan, Malta

    Ability to deliver

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

    Service focus

    25% AI Development
    30% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  5. Netguru Logotype

    Netguru

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

    Ability to deliver

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

    Service focus

    10% AI Consulting
    10% Generative AI
    80% Other
    View Profile Visit Website
  6. OTAKOYI Logotype

    OTAKOYI

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

    Ability to deliver

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

    Service focus

    15% AI Development
    50% AI Recommendation Systems
    10% Generative AI
    75% Other
    View Profile Visit Website
  7. Quytech Logotype

    Quytech

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

    Ability to deliver

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

    Service focus

    40% AI Development
    15% AI Recommendation Systems
    10% Generative AI
    50% Other
    View Profile Visit Website
  8. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

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

    Service focus

    50% AI Development
    25% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  9. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.8/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    15% AI Development
    35% AI Recommendation Systems
    15% AI Consulting
    70% Other
    View Profile Visit Website
  10. Cleveroad Logotype

    Cleveroad

    $10,000+
    $25 - $49 / hr
    250 - 999
    New York, NY

    Ability to deliver

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

    Service focus

    10% AI Development
    30% AI Recommendation Systems
    1% AI Consulting
    5% Generative AI
    84% Other
    View Profile Visit Website
  11. DATAFOREST Logotype

    DATAFOREST

    $10,000+
    $50 - $99 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    36.5/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% AI Recommendation Systems
    10% AI Consulting
    5% Generative AI
    55% Other
    View Profile Visit Website
  12. EB Pearls Logotype

    EB Pearls

    $5,000+
    $25 - $49 / hr
    250 - 999
    Surry Hills, Australia

    Ability to deliver

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

    Service focus

    25% AI Development
    20% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  13. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $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
    15% AI Recommendation Systems
    70% Other
    View Profile Visit Website
  14. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Development
    12% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  16. ZONE3000 Logotype

    ZONE3000

    Undisclosed
    Undisclosed
    1,000 - 9,999
    London, England

    Ability to deliver

    35/40.0
    18.2/20 Reviews
    9.6/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    35% AI Development
    25% AI Recommendation Systems
    65% Other
    View Profile Visit Website
  17. Incrementors Logotype

    Incrementors

    $1,000+
    $50 - $99 / hr
    50 - 249
    Sacramento, CA

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    9.9/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    35% AI Recommendation Systems
    10% Generative AI
    70% Other
    View Profile Visit Website
  18. 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

    70% AI Development
    15% AI Recommendation Systems
    30% Other
    View Profile Visit Website
  19. SAPPHIRESOFTWARE SOLUTIONS Logotype

    SAPPHIRESOFTWARE SOLUTIONS

    $10,000+
    < $25 / hr
    250 - 999
    Coral Springs, FL

    Ability to deliver

    37.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    7.9/10 Market Presence

    Service focus

    25% AI Development
    25% AI Recommendation Systems
    75% Other
    View Profile Visit Website
  20. Rootstrap Logotype

    Rootstrap

    $25,000+
    $50 - $99 / hr
    250 - 999
    Beverly Hills, CA

    Ability to deliver

    37.2/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Development
    40% AI Recommendation Systems
    80% Other
    View Profile Visit Website
  21. CodeNinja Logotype

    CodeNinja

    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Ability to deliver

    38.2/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.4/10 Market Presence

    Service focus

    50% AI Development
    15% AI Recommendation Systems
    50% Other
    View Profile Visit Website
  22. Cheesecake Labs Logotype

    Cheesecake Labs

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

    Ability to deliver

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

    Service focus

    40% AI Consulting
    60% Other
    View Profile Visit Website
  23. 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
    20% AI Recommendation Systems
    60% Other
    View Profile Visit Website
  24. Oxagile Logotype

    Oxagile

    Undisclosed
    Undisclosed
    250 - 999
    New York, NY

    Ability to deliver

    34.9/40.0
    18.4/20 Reviews
    9.3/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    20% AI Development
    30% AI Recommendation Systems
    20% AI Consulting
    60% Other
    View Profile Visit Website
  25. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

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

    Service focus

    45% AI Development
    15% AI Recommendation Systems
    55% Other
    View Profile Visit Website
  26. Emerline Logotype

    Emerline

    $25,000+
    $50 - $99 / hr
    250 - 999
    Miami, FL

    Ability to deliver

    37.4/40.0
    18/20 Reviews
    9.7/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    20% AI Development
    20% AI Recommendation Systems
    5% AI Consulting
    5% Generative AI
    70% Other
    View Profile Visit Website
  27. Symphony Solutions Logotype

    Symphony Solutions

    $25,000+
    $25 - $49 / hr
    250 - 999
    Amsterdam, Netherlands

    Ability to deliver

    36.7/40.0
    17/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    20% AI Recommendation Systems
    20% AI Consulting
    40% Other
    View Profile Visit Website
  28. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    North Miami Beach, FL

    Ability to deliver

    36.7/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    31% AI Development
    15% AI Recommendation Systems
    69% Other
    View Profile Visit Website
  29. Intuz Logotype

    Intuz

    $10,000+
    $25 - $49 / hr
    50 - 249
    San Ramon, CA

    Ability to deliver

    38/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    60% AI Development
    20% AI Recommendation Systems
    40% Other
    View Profile Visit Website
  30. Coherent Solutions Logotype

    Coherent Solutions

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

    Ability to deliver

    38/40.0
    19/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    10% AI Recommendation Systems
    10% AI Consulting
    60% Other
    View Profile Visit Website

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