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Best Business Intelligence Service Providers

Whether you need to stand up a modern data stack, build dashboards executives actually use, or develop predictive models, the right data analytics company can compress months of internal work and bring tooling expertise that is expensive to hire for directly. The strongest big data analytics companies pair data engineering with business judgment to turn scattered data into decisions.

Clutch helps you compare business intelligence consulting and data analytics consulting services through verified client reviews, service breakdowns, and real project data. Filter by industry, budget, and the specific tools you run, then explore related directories: data visualization companies, U.S. data analytics companies, and AI development companies.

Ratings Updated: October 22, 2026
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9,885 Companies

Services: BI & Big Data Consulting & SI

Best Big Data Companies & Data Analytics Consultants

  • Featured

    What are Featured Providers?

    Edvantis Logotype

    Edvantis

    4.8 45 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Services provided

    35% BI & Big Data Consulting & SI
    30% AI Development
    15% Custom Software Development +2 services
    10% Business Consulting
    10% IoT Development

    Edvantis is a distinguished company specializing in BI and Big Data Consulting & SI services. Their reviews highlight a strong commitment to Business Intelligence & Systems Integration, with a remarkable emphasis on effective communication and timely project completion. Approximately 80% of the feedback underscores their eagerness to assist and adapt to project needs, although occasional inconsistencies in team member quality were noted but swiftly addressed.

    See all 45 projects

    Reviews mention Trustworthy

    Client feedback indicates a strong sentiment of trustworthiness regarding Edvantis. One client noted, 'I trust them as experts in development,' emphasizing their professional integrity and expertise. Additionally, the client highlighted the seamless integration and partnership, stating, 'They’ve become invested as part of our company.' Overall, the reviews reflect a high level of confidence in Edvantis, with clients appreciating their project management and commitment to delivering quality solutions.
    • Development for Short Term Rental Company
      5.0 Apr 7, 2020

      Prior to our engagement, we had several people warn us not to outsource, but we haven’t faced any of the pitfalls associated with an overseas team. They’re proficient in English, so we don’t have to worry about communication. Development walks the line between being methodical and being artistic, so I try to give them the time they need to get things done right. If there’s client demand, I’ll communicate that to them, but we trust them to be professional and work in a timely manner.

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    3 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 3 times in the past 6 months

    Edvantis has received highly positive feedback in recent reviews, with clients praising their reliability, technical expertise, and proactive approach. A CEO noted significant improvements in user experience and project management, highlighting timely deliveries and effective communication. Another client emphasized Edvantis's role as an integral extension of their team, contributing to faster product development and enhanced platform functionality. Overall, clients express satisfaction with Edvantis's performance, with no major areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Edvantis has demonstrated strong expertise across various industries, including Retail, Information Technology, Education, and Financial Services. Clients commend their technical proficiency, timely project delivery, and effective communication. In Retail, they enhanced user experiences and search visibility. In IT, they improved platform performance and reliability. In Education, they developed mobile and web applications, while in Financial Services, they bolstered QA processes. Overall, Edvantis is well-suited for clients seeking development solutions in e-commerce, software, and digital transformation projects.

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    Select Industry to see insights

    Consulting Information technology Media Other Industry Research Healthcare Business services Automotive Consumer Products Energy & natural resources Financial services Engineering IT Services Education Other industries Real estate Manufacturing Hospitality & leisure Software Retail

    Average Project Cost Breakdown

    $200,000 to $999,999 (11) $1,000,000 to $9,999,999 (6) $10,000 to $49,000 (3) $50,000 to $199,999 (3)

    What Clients Have Said

    Edvantis consistently demonstrates strong value for money, with multiple clients highlighting their competitive pricing and high-quality deliverables. Clients appreciate the agency's ability to stay within budget while delivering on time, as noted by a CEO who emphasized their reliability and adherence to agreed costs. Overall sentiment reflects satisfaction with the cost-effectiveness of their services, making them a preferred choice for various projects.
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    Reenbit Logotype

    Reenbit

    5.0 23 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    15% BI & Big Data Consulting & SI
    20% Custom Software Development
    15% AI Development +4 services
    15% Cloud Consulting & SI
    15% Enterprise App Modernization
    10% UX/UI Design
    10% Web Development

    Reenbit is a company specializing in BI and Big Data Consulting & SI services, offering expertise in Business Intelligence Consulting and Systems Integration Services. The overall feedback is positive, highlighting their professionalism and effective communication, with 100% of reviewers noting their satisfaction with these aspects. While there were occasional minor delays, clients were generally pleased with the outcomes.

    See all 23 projects

    Reviews mention Creative

    Reenbit received high praise for their creative problem-solving and innovative solutions in complex project scenarios. Clients noted their exceptional ability to assess needs rapidly and communicate effectively with all stakeholders. One client highlighted the introduction of a new platform that resolved intricate issues while maintaining scalability, demonstrating Reenbit's commitment to high-quality outcomes. Overall, the sentiment regarding Reenbit's creativity is overwhelmingly positive, with clients expressing satisfaction with the timely delivery and effective collaboration throughout the project.
    • Azure App & API Dev for Web, E-Commerce & CMS Dev Company
      5.0 Mar 13, 2024

      Quick and creative problem-solving resulted in solutions that impressed not only the client but also the technology leads. Technical leadership was exceptional at tackling complex interactions in small, iterative steps and worked closely with a co-located frontend and design team to ensure that backend development was staying ahead of frontend development to return expected responses via API. At the end of each sprint, the team demonstrated user-testable features with full-stack implementation. Throughout the development lifecycle, Reenbit showcased a deep understanding of Azure services, optimizing the platform for performance, reliability, and cost-efficiency.

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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

    Reenbit has received overwhelmingly positive feedback from clients over the past six months. Clients praised Reenbit for their technical expertise, efficient project management, and ability to understand complex requirements. One client noted their project was a 'resounding success' with 100% customer satisfaction, while another highlighted Reenbit's timely deliverables and professional planning. Overall, clients expressed confidence in Reenbit's capabilities, with no significant areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Reenbit has garnered positive feedback across diverse sectors, including Non-profit, Information Technology, eCommerce, Advertising & Marketing, Manufacturing, and Energy. Their strengths lie in platform development, UX/UI design, and project management, demonstrating expertise in Azure and custom solutions. Clients highlighted their professional communication, timely delivery, and ability to adapt to complex requirements. Overall, Reenbit is well-suited for organizations seeking reliable software development and technical consultation across various industries.

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    Select Industry to see insights

    Software eCommerce Consulting IT Services Consumer products & services Manufacturing Nonprofit Other Industry Energy & natural resources Advertising & marketing Other industries Non-profit Information technology

    View projects from:

    United States (4) Norway (3) England (3) South Africa (2) Belgium (1) Denmark (1) Germany (1) Iceland (1) Italy (1) Netherlands (1) Suriname (1) Switzerland (1)
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    B3 Media Solutions Inc. Logotype

    B3 Media Solutions Inc.

    5.0 8 reviews
    Premier Verified
    $5,000+
    $200 - $300 / hr
    10 - 49
    Los Angeles, CA

    Services provided

    10% BI & Big Data Consulting & SI
    40% Market Research
    20% Digital Strategy +2 services
    20% Social Media Marketing
    10% Advertising

    B3 Media Solutions Inc. is a Business Intelligence and Big Data Consulting firm with expertise in delivering comprehensive healthcare research and strategic insights. Their reviews highlight punctuality and strong local market knowledge, with 100% of feedback noting timely project delivery and effective partnership in enhancing client outcomes.

    See all 8 projects

    Reviews mention Results-oriented

    B3 Media Solutions Inc. has received positive feedback for their results-oriented approach, with notable improvements such as a 41% increase in qualified lead rates and a 32% reduction in sales cycle timing. Clients appreciate their focus on actionable solutions tailored to specific business needs, emphasizing data-driven recommendations. While initial outcomes were somewhat social media-centric, clients noted B3's willingness to adapt and refine their strategies, showcasing a commitment to achieving desired results.
    • Media Presence Audit for Video Production Company
      5.0 Jun 4, 2026

      Based on 90 day review: We posted a 41% improvement in qualified lead rate, 28% increase in average deal value, and 32% reduction in sales cycle timing. Clearer insight across marketing and competitors operations. Stronger inbound response and answers resulting in positive positioning towards repeatable growth framework instead of reactive execution.

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    1 of 1 BI & Big Data Consulting & SI reviews are 5 stars
    1 new review for BI & Big Data Consulting & SI in past 6 months
    $50,000 – $199,999 avg. project cost

    BI & Big Data Consulting & SI PROJECT HIGHLIGHT

    In-Person Focus Group for Managed Care Health Plan Provider

    5.0 — B3 Media Solutions Inc. conducted in-person focus groups for a managed care health plan provider. They provided a comprehensive analysis of the data and offered strategic recommendations based on Read more
    Read 1 Review

    Industry Experience

    B3 Media Solutions Inc. has received positive feedback across multiple industries, demonstrating expertise primarily in Arts, Entertainment & Music, Food & Beverage, and Healthcare. Clients praised their strategic approach to brand visibility and audience understanding, leading to measurable improvements in engagement and customer acquisition. Their strengths include in-depth analysis, personalized solutions, and responsiveness, making them a strong fit for businesses seeking to enhance their marketing strategies and competitive positioning.

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    Select Industry to see insights

    Arts, entertainment & music Healthcare Advertising & marketing Other industries Food & Beverage

    Average Project Cost Breakdown

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

    What Clients Have Said

    B3 Media Solutions Inc. is consistently praised for providing excellent value for money, with clients noting that their pricing fits within budgets while delivering high-quality results. Feedback highlights that their services yield measurable improvements, such as increased lead rates and enhanced brand visibility. Clients appreciate B3's commitment to aligning their strategies with specific business needs, emphasizing a strong return on investment and a willingness to adjust offerings to ensure satisfaction.
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  • D1 Insights Logotype

    D1 Insights

    Not yet reviewed

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

    Services provided

    100% BI & Big Data Consulting & SI

    D1 Insights is a Chartridge, England-based big data company. They offer BI & big data consulting & SI and were founded in 2018.

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  • MovingBI Logotype

    MovingBI

    Not yet reviewed

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

    Services provided

    70% BI & Big Data Consulting & SI
    30% Custom Software Development

    MovingBI is a data analytics company. Their small team is located in Argentina. Their services include BI & big data consulting & SI and Custom Software Development.

    Read more
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  • Featured

    What are Featured Providers?

    deltAlyz Corp. Logotype

    deltAlyz Corp.

    4.9 24 reviews
    Premier Verified Clutch Guarantee
    $1,000+
    $100 - $149 / hr
    2 - 9
    Vancouver, Canada

    Services provided

    40% AI Development
    40% Custom Software Development
    10% API Development +1 service
    10% Cloud Consulting & SI

    deltAlyz Corp. is a specialized provider of Business Intelligence Consulting and Big Data Solutions, focusing on integrating systems, developing analytics, and creating data warehouses. Reviews reveal that 100% of clients appreciate their technical expertise and project management, often highlighting the team's responsiveness and ability to deliver projects on time and within budget. Their aptitude for blending technical and analytical skills to meet client needs is frequently noted.

    See all 24 projects
    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 3 times in the past 6 months

    deltAlyz Corp. has received positive feedback over the last six months, with clients praising their effective communication, responsiveness, and ability to meet deadlines. One client highlighted the team's initiative and understanding of business needs, while another noted their quick response times and engagement. Overall, clients expressed high satisfaction with the outcomes, including successful project completions on time and within budget, with no significant areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    deltAlyz Corp. has demonstrated significant expertise across various industries, notably in Medical, Information Technology, Energy & Natural Resources, and Manufacturing. Clients commend them for their excellent project management, responsiveness, and ability to deliver custom solutions that enhance operational efficiency. Overall sentiment is highly positive, with clients noting their strong communication skills and technical proficiency, making deltAlyz Corp. a suitable partner for organizations seeking innovative data integration and analytics solutions.

    Read All Reviews

    Select Industry to see insights

    Medical Manufacturing Nonprofit eCommerce Consumer Products Healthcare Energy & natural resources Government Other Industry Wellness & Fitness Transportation Information technology Other industries

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (2) Less than $10,000 (1)

    What Clients Have Said

    deltAlyz Corp. has received positive feedback regarding its value for money, with multiple clients highlighting the company's pricing as fitting their budgets and providing good value. Clients frequently noted that deltAlyz Corp. delivered projects on time and within budget, often exceeding expectations. For instance, one client specifically mentioned that they were very happy with the work completed on time and on budget. Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of services provided by deltAlyz Corp.
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    More responsive than most other service providers

    deltAlyz Corp. 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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  • Biconst Logotype

    Biconst

    Not yet reviewed

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

    Services provided

    80% BI & Big Data Consulting & SI
    20% AI Development

    Small big data analytics company Biconst, is based in Riga, Latvia. Their services include BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • Aventail Ltd. Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49
    Szeged, Hungary

    Services provided

    10% BI & Big Data Consulting & SI
    30% Web Development
    20% E-Commerce Development +4 services
    10% DevOps Managed Services
    10% ERP Consulting and SI
    10% IT Strategy Consulting
    10% Mobile App Development

    Aventail Ltd. Is a website development firm. Their small team is in Szeged, Hungary. Their services include Web Development and E-Commerce Development.

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  • Astreya Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    San Jose, CA

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Astreya is an IT strategy consulting company founded in 2001. Their team offers IT strategy consulting and BI & big data consulting & SI.

    Read more
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  • DataZeneral Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

    50% BI & Big Data Consulting & SI
    20% IT Managed Services
    20% IT Strategy Consulting +1 service
    10% Back Office Outsourcing

    DataZeneral offers services in BI and Big Data Consulting & SI, specializing in data extraction, enrichment, and data management consulting. The reviews highlight their expertise in business intelligence consulting and big data solutions, particularly their ability to enhance data accuracy and efficiency. Clients commend their effective project management, timely delivery, and strong alignment with company values, marking them as a reliable partner in BI and data strategy.

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  • Rollup Consulting Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    30% Fractional CFO Services
    10% Other Application Development +2 services
    5% API Development
    5% Robotics Process Automation

    Rollup Consulting is a data analytics company. The Bogotá, Colombia-based team focuses on BI & big data consulting & SI and Fractional CFO Services.

    Read more
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  • Anyon Consulting Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    25% Custom Software Development
    15% Cloud Consulting & SI +1 service
    10% Web Development

    Launched in 2005, Anyon Consulting is a business intelligence company. The team offers BI & big data consulting & SI and Custom Software Development and is in Plymouth, Minnesota.

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  • Futuresense Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sandton, South Africa

    Services provided

    50% BI & Big Data Consulting & SI
    50% Business Consulting

    Founded in 1993, Futuresense is a small big data company and Business Consulting company. Their services include BI & big data consulting & SI and Business Consulting.

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  • Wemedoo AG Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Steinhausen, Switzerland

    Services provided

    50% BI & Big Data Consulting & SI
    50% Custom Software Development

    Wemedoo AG is a big data company and custom software development firm founded in 2020. The team provides BI & big data consulting & SI and Custom Software Development.

    Read more
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  • HyperCurve Logotype

    HyperCurve

    4.5 1 review
    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    55% BI & Big Data Consulting & SI
    20% IT Strategy Consulting
    20% Other IT Consulting and SI +1 service
    5% Web Design

    We are a technology-driven analytics, Data Science and AI solutions firm helping organisations transform raw data into measurable business value. Our expertise spans Data Analytics, AI-powered

    Read more
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  • Trajectus Logotype

    5.0 1 review
    $10,000+
    $25 - $49 / hr
    250 - 999
    Southfield, MI

    Services provided

    10% BI & Big Data Consulting & SI
    15% Custom Software Development
    10% Blockchain +7 services
    10% Cybersecurity
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IT Managed Services
    10% Mobile App Development
    10% Web Design
    5% Application Testing

    Trajectus offers software architecture, development, and bespoke development services. The reviews consistently highlight their expertise, timely project management, and ability to deliver actionable outcomes. Clients appreciate Trajectus for their strong alignment with company values and excellent communication, resulting in high satisfaction with the project results.

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  • CROZ Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    50 - 249
    Zagreb, Croatia

    Services provided

    25% BI & Big Data Consulting & SI
    30% Cloud Consulting & SI
    30% Enterprise App Modernization +2 services
    10% IT Managed Services
    5% IT Strategy Consulting

    CROZ is an Enterprise App Modernization company located in Zagreb, Croatia. Their services include Enterprise App Modernization and cloud consulting & SI.

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  • ProsperSpark Logotype

    ProsperSpark

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    20% BI & Big Data Consulting & SI
    20% Low/No Code Development
    10% AI Consulting +5 services
    10% API Development
    10% CRM Consulting and SI
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Robotics Process Automation

    Founded in 2018, ProsperSpark is a small Elkhorn, Nebraska-based business intelligence company. Their services include BI & big data consulting & SI and Low/No Code Development.

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  • Databrew Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    30% Enterprise App Modernization
    10% Custom Software Development +1 service
    10% Web Development

    Databrew is a Gainesville, Florida-based data analytics company. Their services include BI & big data consulting & SI and Enterprise App Modernization.

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  • TrustVare Software Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    50 - 249
    Redhill, England

    Services provided

    40% BI & Big Data Consulting & SI
    40% Cloud Consulting & SI
    20% Custom Software Development

    TrustVare Software specializes in providing email conversion services, with a particular focus on solutions for transferring data between different email clients. Reviews highlight the company's efficient PST file conversion services, quick delivery, and responsive support team, underscoring their high-quality software and impressive customer service. Clients appreciate TrustVare for its cost-effective and reliable solutions.

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  • KBS Technologies Logotype

    KBS Technologies

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    50 - 249

    Services provided

    40% BI & Big Data Consulting & SI
    50% Cloud Consulting & SI
    10% IT Strategy Consulting

    KBS Technologies is a cloud consulting & SI company. The team is located in Rai Durg, India, and their services include cloud consulting & SI and BI & big data consulting & SI.

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  • Mouri Tech Limited Logotype

    Not yet reviewed

    $250,000+
    $25 - $49 / hr
    1,000 - 9,999
    Luton, England

    Services provided

    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI
    20% Cloud Consulting & SI +2 services
    20% IT Strategy Consulting
    20% Other IT Consulting and SI

    Launched in 2005, Mouri Tech Limited is an IT strategy consulting company. The team offers IT strategy consulting and BI & big data consulting & SI and is in Luton, England.

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  • Emircom Logotype

    Emircom

    Not yet reviewed

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

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Emircom is a large IT strategy consulting company in Riyadh, Saudi Arabia and Abu Dhabi, United Arab Emirates. The team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • intecs data, s.r.o. Logotype

    intecs data, s.r.o.

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    50 - 249

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Consulting
    20% AI Development +1 service
    20% Business Consulting

    Located in Brno, Czech Republic, intecs data, s.r.o. Is a business intelligence company. The team specializes in BI & big data consulting & SI and Artificial Intelligence.

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  • webdy Logotype

    webdy

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    30% BI & Big Data Consulting & SI
    35% IT Strategy Consulting
    30% Cloud Consulting & SI +1 service
    5% CRM Consulting and SI

    Webdy is an IT strategy consulting company established in 2014. The midsize team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • ITERO SAS Logotype

    Not yet reviewed

    $100,000+
    $50 - $99 / hr
    10 - 49
    Bogotá, Colombia

    Services provided

    25% BI & Big Data Consulting & SI
    25% AI Development
    25% Custom Software Development +1 service
    25% IT Strategy Consulting

    Founded in 2017, ITERO SAS is a small IT strategy consulting company headquartered in Bogotá, Colombia. Their team specializes in IT strategy consulting and BI & big data consulting & SI.

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  • The Big Data Company Logotype

    Not yet reviewed

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

    Services provided

    40% BI & Big Data Consulting & SI
    30% IT Staff Augmentation
    15% AI Development +1 service
    15% Custom Software Development

    The Big Data Company is a small big data company launched in 2020. Their team provides BI & big data consulting & SI and IT staff augmentation.

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  • Ruess Group GmbH Logotype

    Not yet reviewed

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

    Services provided

    10% BI & Big Data Consulting & SI
    30% E-Commerce Development
    25% UX/UI Design +3 services
    15% Web Development
    10% CRM Consulting and SI
    10% Low/No Code Development

    Ruess Group GmbH is a small e-commerce development firm based in Stuttgart, Germany and München, Germany. Their services include E-Commerce Development and UX/UI Design.

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  • Databay Solutions Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    Fuengirola, Spain

    Services provided

    25% BI & Big Data Consulting & SI
    20% CRM Consulting and SI
    15% AI Development +7 services
    10% Low/No Code Development
    5% Business Consulting
    5% Custom Software Development
    5% IT Strategy Consulting
    5% IoT Development
    5% Mobile App Development
    5% Web Development

    Databay Solutions, a big data company, was established in 2022. The team specializes in BI & big data consulting & SI and CRM consulting and SI and is in Fuengirola, Spain and El Ejido, Spain.

    Read more
    $10,000 Service 1: Data Health Assessment $18,000 Service 1+ Service 2 $30,000 Service 1+ Service 2 + Service 3

    Advanced Data Consultancy Services

    With these services, we provide the insight, guidance, and support you need to harness the power of your data and create a data-centric culture that drives your organization forward.
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  • StatSoft Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Kraków, Poland

    Services provided

    30% BI & Big Data Consulting & SI
    30% Custom Software Development
    15% AI Development +3 services
    10% Application Management & Support
    10% Other IT Consulting and SI
    5% Manufacturing Consulting

    StatSoft, a data analytics company, was founded in 1995. The company provides BI & big data consulting & SI and Custom Software Development, and is small.

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  • Techknomatic Services Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    50% IT Staff Augmentation

    Techknomatic Services is a big data company and IT staff augmentation company. The Pune, India-based team provides BI & big data consulting & SI and IT staff augmentation.

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  • Nu-Pie Management Consultancy Service Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI
    25% IT Staff Augmentation

    Nu-Pie Management Consultancy Service Pvt. Ltd. Is a big data company in Bengaluru, India. They focus on BI & big data consulting & SI and cloud consulting & SI and were established in 2018.

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  • Data Products Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    10 - 49
    Chicago, IL

    Services provided

    50% BI & Big Data Consulting & SI
    30% AI Development
    20% IT Strategy Consulting

    Data Products is a data analytics company. They were founded in 2014 and provide BI & big data consulting & SI and Artificial Intelligence.

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  • SmiForce Inc. Logotype

    SmiForce Inc.

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    20% Cybersecurity
    10% Business Consulting +2 services
    10% IT Managed Services
    10% IT Strategy Consulting

    SmiForce Inc., a business intelligence company, is based in Minneapolis, Minnesota. They provide BI & big data consulting & SI and Cybersecurity.

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  • Stratos Consulting Logotype

    Stratos Consulting

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49

    Services provided

    50% BI & Big Data Consulting & SI
    50% ERP Consulting and SI

    Stratos Consulting is a data analytics company and ERP consulting and SI company founded in 2018. Based in , the team offers BI & big data consulting & SI and ERP consulting and SI.

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  • MeasureBit, LLC Logotype

    Not yet reviewed

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

    Services provided

    60% BI & Big Data Consulting & SI
    20% AI Development
    10% Digital Strategy +1 service
    10% Other Digital Marketing

    MeasureBit, LLC is a data analytics company. The small Wilmington, Delaware-based team specializes in BI & big data consulting & SI and Artificial Intelligence. The agency was established in 2021.

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    View Profile
  • Appy Insights Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Cape Town, South Africa

    Services provided

    60% BI & Big Data Consulting & SI
    40% CRM Consulting and SI

    Appy Insights is a data analytics company. They are in Cape Town, South Africa and Cape Town, South Africa. Their team focuses on BI & big data consulting & SI and CRM consulting and SI.

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    View Profile
  • ERA Business Technology Logotype

    ERA Business Technology

    Not yet reviewed

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

    Services provided

    60% BI & Big Data Consulting & SI
    20% IT Managed Services
    20% IT Strategy Consulting

    ERA Business Technology is a big data company. Founded in 2000, the team specializes in BI & big data consulting & SI and IT strategy consulting.

    Read more
    View Profile
  • ClarusIQ Logotype

    ClarusIQ

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% BI & Big Data Consulting & SI
    15% AI Consulting
    15% IT Strategy Consulting +1 service
    10% Generative AI

    ClarusIQ, a big data company, was founded in 2025. The team provides BI & big data consulting & SI and AI Consulting and is in Plano, Texas.

    Read more
    View Profile
  • Curate Partners Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Woburn, MA

    Services provided

    40% BI & Big Data Consulting & SI
    45% AI Consulting
    15% IT Staff Augmentation

    Curate Partners is an AI Consulting company. The team specializes in AI Consulting and BI & big data consulting & SI, and the firm is based in Woburn, Massachusetts.

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    View Profile
  • Tek Leaders India Private Limited Logotype

    Not yet reviewed

    $100,000+
    $150 - $199 / hr
    1,000 - 9,999
    Plano, TX

    Services provided

    20% BI & Big Data Consulting & SI
    20% AI Consulting
    20% AI Development +2 services
    20% Cybersecurity
    20% Generative AI

    Tek Leaders India Private Limited is a business intelligence company headquartered in Plano, Texas and Hyderabad, India. Their services include BI & big data consulting & SI and Cybersecurity.

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    View Profile
  • Mitosis Technologies Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rajakilpakkam, India

    Services provided

    20% BI & Big Data Consulting & SI
    40% AI Development
    20% Blockchain +1 service
    20% Custom Software Development

    AI firm Mitosis Technologies is based in Rajakilpakkam, India and Westminster, Colorado. Founded in 2013, the team provides Artificial Intelligence and Custom Software Development.

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    View Profile
  • DOT Systems Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    Warszawa, Poland

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Mobile App Development
    20% Web Development

    DOT Systems, a big data analytics company, is headquartered in Warszawa, Poland. Their services include BI & big data consulting & SI and cloud consulting & SI.

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    View Profile
  • All e Technologies Ltd. Logotype

    All e Technologies Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    25% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI
    25% Digital Engineering +1 service
    25% IT Managed Services

    All e Technologies Ltd. Is a business intelligence company launched in 2000. Their services include BI & big data consulting & SI and cloud consulting & SI.

    Read more
    View Profile
  • Comquest Data and Software Logotype

    Not yet reviewed

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

    Services provided

    50% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    10% Mobile App Development +3 services
    10% Web Development
    5% IT Strategy Consulting
    5% IoT Development

    Comquest Data and Software is a big data company based in Rai Durg, India. Their services include BI & big data consulting & SI and cloud consulting & SI.

    Read more
    View Profile
  • Throughout Technologies Pvt. Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% BI & Big Data Consulting & SI
    20% API Development
    20% Application Testing +2 services
    20% Mobile App Development
    20% Web Design

    Throughout Technologies Pvt. Ltd is a web design company established in 2017. The agency focuses on Web Design and BI & big data consulting & SI.

    Read more
    View Profile
  • Amnet Digital Logotype

    Not yet reviewed

    $50,000+
    $25 - $49 / hr
    250 - 999
    Rai Durg, India

    Services provided

    25% BI & Big Data Consulting & SI
    40% AI Development
    15% Custom Software Development +2 services
    10% Application Testing
    10% Cloud Consulting & SI

    Amnet Digital, an artificial intelligence company, is in Leander, Texas and Rai Durg, India. The team focuses on Artificial Intelligence and BI & big data consulting & SI.

    Read more
    View Profile
  • LevelShift Logotype

    LevelShift

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    25% BI & Big Data Consulting & SI
    30% ERP Consulting and SI
    20% CRM Consulting and SI +2 services
    15% AI Consulting
    10% Cloud Consulting & SI

    Established in 1998, LevelShift is a midsize ERP consulting and SI company. Their services include ERP consulting and SI and BI & big data consulting & SI.

    Read more
    View Profile
  • Intuitech Logotype

    Not yet reviewed

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

    Services provided

    10% BI & Big Data Consulting & SI
    20% Business Consulting
    20% Custom Software Development +4 services
    20% Digital Strategy
    10% Mobile App Development
    10% Product Design
    10% UX/UI Design

    Intuitech, a Digital Strategy company, is headquartered in Budapest, Hungary and San Francisco, California. The team provides Digital Strategy and Custom Software Development.

    Read more
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  • Tibil Solutions Logotype

    Tibil Solutions

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    40% BI & Big Data Consulting & SI
    30% IoT Development
    20% AI Development +1 service
    10% Low/No Code Development

    Founded in 2010, Tibil Solutions is a midsize business intelligence company located in Bangalore, India and Aurora, Illinois. Their team provides BI & big data consulting & SI and IoT development.

    Read more
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  • ZignaAI Logotype

    ZignaAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    40% BI & Big Data Consulting & SI
    40% AI Development
    20% Direct Marketing

    ZignaAI is a midsize big data company founded in 2020. Their team specializes in BI & big data consulting & SI and Artificial Intelligence.

    Read more
    View Profile
  • Elitmind Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Warszawa, Poland

    Services provided

    40% BI & Big Data Consulting & SI
    20% AI Development
    20% Cloud Consulting & SI +1 service
    20% IoT Development

    Elitmind is a data analytics company. They are based in Warszawa, Poland, and their services include BI & big data consulting & SI and cloud consulting & SI.

    Read more
    View Profile
  • Objectways Technologies Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    1,000 - 9,999
    Scottsdale, AZ

    Services provided

    20% BI & Big Data Consulting & SI
    20% Content Moderation Services
    20% Cybersecurity +2 services
    20% Generative AI
    20% IT Managed Services

    Objectways Technologies is a large big data company in Scottsdale, Arizona and Sowri Palayam, India. Their services include BI & big data consulting & SI and Cybersecurity.

    Read more
    View Profile
  • Infotel Software Logotype

    Infotel Software

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    1,000 - 9,999

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Cybersecurity
    20% IT Managed Services

    Infotel Software is a large data analytics company launched in 1979. Their team specializes in BI & big data consulting & SI and cloud consulting & SI.

    Read more
    View Profile

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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 Edvantis
2 ZONE3000
3 Adastra Corporation
4 Global MVM
5 Cobit Solutions
6 UPP Global Technology JSC
7 DAS42
8 Wavicle Data Solutions
9 Keyrus
10 N-iX
11 Appsilon | Open Source, Done Right for Pharma
12 Pontem Innovations
13 Alterdata
14 Datumo
15 Mighty Digital

Best Big Data Companies & Data Analytics Consultants

  2. ZONE3000 Logotype

    ZONE3000

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

    Ability to deliver

    36/40.0
    18.8/20 Reviews
    9.7/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    35% BI & Big Data Consulting & SI
    65% Other
    View Profile Visit Website
  3. Adastra Corporation Logotype

    Adastra Corporation

    $25,000+
    Undisclosed
    1,000 - 9,999
    Toronto, Canada

    Ability to deliver

    35.8/40.0
    17.2/20 Reviews
    10/10 Clients & Experience
    8.6/10 Market Presence

    Service focus

    30% BI & Big Data Consulting & SI
    70% Other
    View Profile Visit Website
  4. Global MVM Logotype

    Global MVM

    $50,000+
    $50 - $99 / hr
    250 - 999
    Medellín, Colombia

    Ability to deliver

    35.7/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    40% BI & Big Data Consulting & SI
    60% Other
    View Profile Visit Website
  6. UPP Global Technology JSC Logotype

    UPP Global Technology JSC

    $5,000+
    $50 - $99 / hr
    50 - 249
    Hanoi, Vietnam

    Ability to deliver

    35.5/40.0
    16.8/20 Reviews
    9.8/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    45% BI & Big Data Consulting & SI
    55% Other
    View Profile Visit Website
  7. DAS42 Logotype

    DAS42

    $100,000+
    $200 - $300 / hr
    50 - 249
    New York, NY

    Ability to deliver

    33.1/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    6.9/10 Market Presence

    Service focus

    50% BI & Big Data Consulting & SI
    50% Other
    View Profile Visit Website
  8. Wavicle Data Solutions Logotype

    Wavicle Data Solutions

    $75,000+
    Undisclosed
    250 - 999
    Oak Brook, IL

    Ability to deliver

    34.3/40.0
    15/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    30% BI & Big Data Consulting & SI
    70% Other
    View Profile Visit Website
  9. Keyrus Logotype

    Keyrus

    $25,000+
    $200 - $300 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    32.8/40.0
    15.6/20 Reviews
    7.8/10 Clients & Experience
    9.4/10 Market Presence

    Service focus

    40% BI & Big Data Consulting & SI
    60% Other
    View Profile Visit Website
  10. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Malmö, Sweden

    Ability to deliver

    32.4/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    36% BI & Big Data Consulting & SI
    64% Other
    View Profile Visit Website
  11. Appsilon | Open Source, Done Right for Pharma Logotype

    Appsilon | Open Source, Done Right for Pharma

    $10,000+
    $100 - $149 / hr
    50 - 249
    Warszawa, Poland

    Ability to deliver

    31.9/40.0
    16.2/20 Reviews
    8.4/10 Clients & Experience
    7.3/10 Market Presence

    Service focus

    85% BI & Big Data Consulting & SI
    15% Other
    View Profile Visit Website
  12. Pontem Innovations Logotype

    Pontem Innovations

    $5,000+
    $150 - $199 / hr
    10 - 49
    Edmonton, Canada

    Ability to deliver

    31.9/40.0
    17/20 Reviews
    8.2/10 Clients & Experience
    6.7/10 Market Presence

    Service focus

    80% BI & Big Data Consulting & SI
    20% Other
    View Profile Visit Website
  13. Alterdata Logotype

    Alterdata

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

    Ability to deliver

    31.8/40.0
    16.6/20 Reviews
    9.7/10 Clients & Experience
    5.5/10 Market Presence

    Service focus

    50% BI & Big Data Consulting & SI
    50% Other
    View Profile Visit Website
  14. Datumo Logotype

    Datumo

    $5,000+
    $50 - $99 / hr
    50 - 249
    Warszawa, Poland

    Ability to deliver

    31.8/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    5.5/10 Market Presence

    Service focus

    60% BI & Big Data Consulting & SI
    40% Other
    View Profile Visit Website
  15. Mighty Digital Logotype

    Mighty Digital

    $25,000+
    $50 - $99 / hr
    10 - 49
    Kyiv, Ukraine

    Ability to deliver

    31.7/40.0
    16.4/20 Reviews
    10/10 Clients & Experience
    5.3/10 Market Presence

    Service focus

    60% BI & Big Data Consulting & SI
    40% Other
    View Profile Visit Website
  16. Vidi Corp LTD Logotype

    Vidi Corp LTD

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

    Ability to deliver

    31.7/40.0
    20/20 Reviews
    4.4/10 Clients & Experience
    7.3/10 Market Presence

    Service focus

    60% BI & Big Data Consulting & SI
    40% Other
    View Profile Visit Website
  17. Lightpoint Global Logotype

    Lightpoint Global

    $10,000+
    $25 - $49 / hr
    50 - 249
    Warszawa, Poland

    Ability to deliver

    34.3/40.0
    16.8/20 Reviews
    8.5/10 Clients & Experience
    9/10 Market Presence

    Service focus

    40% BI & Big Data Consulting & SI
    60% Other
    View Profile Visit Website
  18. Dynamic Data Logotype

    Dynamic Data

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

    Ability to deliver

    33.8/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    5.2/10 Market Presence

    Service focus

    50% BI & Big Data Consulting & SI
    50% Other
    View Profile Visit Website
  19. Valiotti Data Logotype

    Valiotti Data

    $10,000+
    $200 - $300 / hr
    10 - 49
    Paphos, Cyprus

    Ability to deliver

    31.4/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    5.2/10 Market Presence

    Service focus

    75% BI & Big Data Consulting & SI
    25% Other
    View Profile Visit Website
  20. NexusLeap Logotype

    NexusLeap

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

    Ability to deliver

    35.8/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    9.2/10 Market Presence

    Service focus

    40% BI & Big Data Consulting & SI
    60% Other
    View Profile Visit Website
  21. Data Understood Logotype

    Data Understood

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

    Ability to deliver

    30.9/40.0
    17/20 Reviews
    7.7/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    90% BI & Big Data Consulting & SI
    10% Other
    View Profile Visit Website
  22. IT4W Logotype

    IT4W

    $10,000+
    $25 - $49 / hr
    50 - 249
    Ramos Mejía, Argentina

    Ability to deliver

    30.9/40.0
    16.2/20 Reviews
    9.8/10 Clients & Experience
    4.9/10 Market Presence

    Service focus

    55% BI & Big Data Consulting & SI
    45% Other
    View Profile Visit Website
  23. GetInData now Xebia Logotype

    GetInData now Xebia

    $5,000+
    Undisclosed
    50 - 249
    Warszawa, Poland

    Ability to deliver

    30.6/40.0
    16.4/20 Reviews
    10/10 Clients & Experience
    4.2/10 Market Presence

    Service focus

    60% BI & Big Data Consulting & SI
    40% Other
    View Profile Visit Website
  24. Osedea Logotype

    Osedea

    $50,000+
    $150 - $199 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

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

    Service focus

    15% BI & Big Data Consulting & SI
    85% Other
    View Profile Visit Website
  25. DNAMIC | Databricks Data Solutions Logotype

    DNAMIC | Databricks Data Solutions

    $10,000+
    $50 - $99 / hr
    50 - 249
    San José, Costa Rica

    Ability to deliver

    35.7/40.0
    16.4/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    30% BI & Big Data Consulting & SI
    70% Other
    View Profile Visit Website
  26. Intelegencia Logotype

    Intelegencia

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Antipolo, Philippines

    Ability to deliver

    35.7/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    15% BI & Big Data Consulting & SI
    85% Other
    View Profile Visit Website
  27. CI&T Logotype

    CI&T

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Oakland, CA

    Ability to deliver

    30.3/40.0
    15.2/20 Reviews
    8.8/10 Clients & Experience
    6.4/10 Market Presence

    Service focus

    25% BI & Big Data Consulting & SI
    75% 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

    15% BI & Big Data Consulting & SI
    85% Other
    View Profile Visit Website
  29. AM-BITS Logotype

    AM-BITS

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    32.8/40.0
    16.2/20 Reviews
    9.3/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

    40% BI & Big Data Consulting & SI
    60% Other
    View Profile Visit Website
  30. Systango Technologies Logotype

    Systango Technologies

    $25,000+
    $25 - $49 / hr
    250 - 999
    Indore, India

    Ability to deliver

    31.2/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

    30% BI & Big Data Consulting & SI
    70% Other
    View Profile Visit Website

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Data Analytics FAQs

Clutch features companies that build BI dashboards, data pipelines, and big data platforms that drive insights at scale quarterly based on a proprietary methodology. The top business intelligence and big data companies for 2026 include:

  1. Edvantis

  2. GroupBWT

  3. Trigent Software - AI Development

  4. N-iX

  5. Adastra

  6. Cobit Solutions

  7. Global MVM

  8. DATAFOREST

  9. Sedin Technologies

  10. ZONE3000

  11. Indus Net Technologies Ltd.

  12. UPP Global Technology JSC

  13. Systango Technologies

  14. Uvik Software

  15. CI&T

A data analytics firm helps you collect, store, transform, model, and surface data so it drives decisions instead of sitting in disconnected systems. Engagements with these service providers usually cover one or more of:

  • Data engineering — building pipelines from source systems into a warehouse or lakehouse
  • Data modeling and transformation — schemas and metrics layers, often with dbt
  • Business intelligence and dashboarding — Looker, Power BI, or Tableau tied to defined KPIs
  • Advanced analytics and ML — forecasting, segmentation, and predictive modeling
  • Data governance — access controls, quality monitoring, and documentation

Costs depend on scope, seniority, and whether you need ongoing support or a one-time build. Tooling costs for platforms like Snowflake, Databricks, and BI licenses sit on top of services and can be substantial, so confirm who owns those before signing.

Use Clutch pricing data and filters to compare providers within budget, and ask each firm to break out services versus software.

Business intelligence focuses on reporting what has happened through dashboards, KPIs, and historical trends. Meanwhile, broader data analytics extends into why it happened and what is likely next, including statistical analysis and machine learning. Many firms do both, starting with a reporting layer and progressing to predictive work as their data matures.

Match the provider to your stack and your stage. Then, ask for case studies in your industry, confirm hands-on experience with the tools you use or plan to adopt, and probe how they handle data readiness, governance, and security.

A short paid discovery engagement is a low-risk way to test fit before a long build. Take advantage of Clutch’s vetted directories and data-driven resources to guide your search for the ideal team.

Be cautious of firms that promise insights before understanding your data sources, gloss over governance and access controls, or quote a flat price without clarifying tooling costs. Vague ownership of code, models, and documentation is another warning sign; those should be clearly assigned to you.

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