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.
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Featured
What are Featured Providers?
$1,000+$50 - $99 / hr250 - 999Sofia, BulgariaServices provided
See all 39 projectsScalefocus is a technology solutions company that specializes in software development, digital transformation, and system integration. Overall feedback is overwhelmingly positive, with clients praising their technical expertise, agile project management, and ability to integrate as part of internal teams. Approximately 90% of reviews highlight Scalefocus's strong engineering capabilities and seamless collaboration, while 80% note their commitment to understanding client needs and delivering tailored solutions that enhance operational efficiency and scalability.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 23 projectsReenbit 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.
$5,000+$200 - $300 / hr10 - 49Los Angeles, CAServices provided
See all 8 projectsB3 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.
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$100,000+$300+ / hr2 - 9Lagos, Nigeria
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See all 1 projectsPayInBits Convenience is an IT services company specializing in technology management and application installation, particularly within the Zoho suite. The feedback from clients is overwhelmingly positive, with no complaints reported. Approximately 100% of reviewers commend their professionalism, meticulous requirements gathering, and effective project management, often highlighting their integrity and focus.
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$5,000+$100 - $149 / hr10 - 49Bolingbrook, IL
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See all 2 projectsISmile Technologies is a cloud consulting and AI enablement company known for their robust security and governance solutions in complex multi-cloud environments. They have received overwhelmingly positive feedback, with clients praising their strong project management, responsiveness, and ability to balance security with operational needs. Approximately 90% of reviewers highlighted their expertise and collaborative approach, emphasizing their role as a trusted partner in cloud transformations.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr250 - 999Rzeszów, PolandServices provided
See all 45 projectsEdvantis 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.
$1,000+$100 - $149 / hr2 - 9Vancouver, CanadaServices provided
See all 24 projectsdeltAlyz 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.
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$10,000+$50 - $99 / hr2 - 9Novi Sad, Serbia
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See all 3 projectsQbitech is a Business Intelligence & Systems Integration company, specializing in creating comprehensive data infrastructure solutions. Their services receive overwhelmingly positive feedback, with clients appreciating their value for cost, cultural fit, and effective communication. Approximately 100% of reviewers highlight their successful project management and alignment with client values.
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$5,000+$25 - $49 / hr50 - 249Santa Fe, Argentina
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See all 10 projectsApplica Solutions offers a diverse range of services including mobile app development, backend development, and DevOps consultancy. The company received mixed feedback with approximately 75% of reviews being positive, highlighting their timely delivery and effective communication. However, one negative review emphasized a lack of project management and technical competence, urging potential clients to be cautious.
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$1,000+$25 - $49 / hr10 - 49
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See all 1 projectsAlta-Futuris Solutions LLP is a consultancy specializing in Salesforce LWC development. Feedback underscores their prompt delivery and competitive pricing, with 100% of reviewers noting satisfaction with their work and no areas for improvement. As a trusted partner, the company’s reliable communication and execution are consistently highlighted.
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$1,000+$25 - $49 / hr2 - 9Aveiro, Portugal
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See all 1 projectsDigity - Agência Digital is a digital agency specializing in e-commerce website design and development, as well as social media and advertising campaign management. The reviews highlight 100% satisfaction with their communication and flexibility. Clients appreciate their ability to deliver a professional design that effectively represents the company’s image. Despite being a one-person team, they are commended for their professionalism and reliability.
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$5,000+$50 - $99 / hr50 - 249Islamabad, Pakistan
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See all 4 projectsRed Buffer is a company specializing in advanced software development, with a strong focus on machine learning, AI, and natural language processing. The feedback from their clients is overwhelmingly positive, with 100% of reviewers praising their technical capabilities and adaptability. Clients consistently commend their professional project management, talent, and dedication, highlighting their effective collaboration and affordable services.
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$5,000+$50 - $99 / hr50 - 249Indore, India
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See all 2 projectsGrusLabs Software Solutions Pvt. Ltd. is a software development company specializing in CRM automation and payment gateway integration. Their impressive communication and understanding of business needs are frequently highlighted by clients. Approximately 50% of reviewers appreciated their value for cost, while delays in delivery were noted by 25%. Overall, they are commended for their skills and alignment with client methodologies.
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UndisclosedUndisclosed10 - 49Prahran, Australia
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See all 2 projectsHorizon Labs is a dynamic app development company specializing in creating high-quality, scalable mobile applications and digital platforms. Across multiple reviews, clients praise their passion, commitment to excellence, and user-focused approach. Most reviews, accounting for approximately 90%, highlight their effective communication and project management, particularly their use of tools like Slack and Jira. A few express a desire for expanded service offerings beyond engineering.
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$10,000+$50 - $99 / hr10 - 49Wrocław, Poland
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See all 4 projectsT4itech is an IT services company specializing in cloud infrastructure management and DevOps solutions. Reviews indicate a strong emphasis on timely delivery and dedication, with 100% of reviewers praising their work ethic and alignment with company values. Clients commend T4itech's ability to optimize performance and create robust solutions, with no negative feedback reported.
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$1,000+$50 - $99 / hr50 - 249Warszawa, Poland
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Onex Group is a data analytics company. The Warszawa, Poland-based team offers BI & big data consulting & SI and cloud consulting & SI.
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$1,000+< $25 / hr2 - 9
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See all 2 projectsNexa Soul is a web development company known for creating tailored platforms, particularly excelling in medical tourism solutions. With 100% positive feedback, reviewers praise their exceptional project management and responsiveness, resulting in a 30% increase in operational efficiency and a 25% rise in customer conversion rates. While communication improvements were suggested, their expertise and dedication received high commendation.
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$1,000+< $25 / hr10 - 49
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See all 1 projectsDigital Curve Consulting is a software development company specializing in custom solutions such as Customer Management Systems. Reviews highlight their professionalism and effective communication, with 100% of reviewers noting timely project delivery, including completing a project 8 days early. Clients appreciate their responsiveness and willingness to accommodate different time zones.
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$10,000+$25 - $49 / hr10 - 49Hannover, Germany
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See all 1 projectsWelf Lab is a software development company specializing in database solutions, offering expertise in Python, Django, and PostgreSQL. They are highly commended for their forward-thinking approach and seamless integration with in-house teams, with 100% of reviewers highlighting their professional and efficient workflow. Clients report no areas for improvement, indicating outstanding satisfaction with their services.
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$5,000+$50 - $99 / hr50 - 249Hastings, England
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Based in Hastings, England, RBC Group is a big data analytics company. They specialize in BI & big data consulting & SI and IT strategy consulting and were launched in 2008.
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$5,000+$150 - $199 / hr2 - 9Wayne, PA
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Boxplot is a data analytics company. The agency is located in Wayne, Pennsylvania. Their team provides BI & big data consulting & SI and Business Consulting.
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$25,000+$25 - $49 / hr250 - 999Columbia, MD
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Application development firm Infojini Consulting is based in Columbia, Maryland and Edison, New Jersey. The team provides Mobile App Development and BI & big data consulting & SI.
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Undisclosed< $25 / hr10 - 49Hyderabad, India
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See all 2 projectsZetagile Info Solutions is a reputable company specializing in BI and Big Data Consulting & SI services. With 100% positive feedback, clients commend their professionalism, fast delivery, and eagerness to please. A notable client highlights their effective data preparation solutions for a complex $300,000 project, affirming their expertise in Business Intelligence & Systems Integration.
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$5,000+$25 - $49 / hr2 - 9
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See all 1 projectsSynaphis is a digital marketing and software development company specializing in email marketing campaigns, SEO optimization, and custom CRM development. The overall feedback is positive, highlighting their flexible pricing and expertise, though some suggest improvements in social media presence and marketing. Approximately 70% of the feedback mentions timely delivery despite project scope changes.
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$25,000+$50 - $99 / hr50 - 249Faisalabad, Pakistan
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Launched in 2016, Brickclay is a big data company. Their services include BI & big data consulting & SI and Custom Software Development.
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$25,000+$50 - $99 / hr50 - 249
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See all 1 projectsBigHub s.r.o. is a leading AI & data consulting and engineering agency for enterprise organizations, helping large companies turn data and artificial intelligence into measurable business
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UndisclosedUndisclosed50 - 249Wrocław, Poland
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Piwik PRO is a big data company. Founded in 2013, their team provides BI & big data consulting & SI and Conversion Optimization.
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$1,000+$50 - $99 / hr10 - 49
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See all 2 projectsSunesis Consulting specializes in Business Intelligence Consulting, Big Data Solutions, and Business Analytics Services. Reviews highlight their effective implementation of Power BI, professional training sessions, and the hands-on involvement of their founder. Clients appreciated their professionalism and expertise, though some suggested longer training sessions for more practical experiences.
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$10,000+$50 - $99 / hr10 - 49Den Haag, Netherlands
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Big data analytics company Modex Analytics provides BI & big data consulting & SI and Artificial Intelligence. They were established in 2016.
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$50,000+$50 - $99 / hr1,000 - 9,999Lahore, Pakistan
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Systems Limited is an IT strategy consulting company based in Lahore , Pakistan and Lahore, Pakistan. Their services include IT strategy consulting and BI & big data consulting & SI.
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$1,000+Undisclosed10 - 49Cork, Ireland
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Business intelligence company Bluemetrix was established in 2001. The team specializes in BI & big data consulting & SI and IT managed services and is in Cork, Ireland.
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UndisclosedUndisclosed50 - 249
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See all 6 projectsIPRoyal is a business intelligence consulting company specializing in BI and big data solutions. Reviews highlight their exceptional project management, timely delivery, and industry-specific expertise, with 100% positive feedback. They are praised for their collaborative approach and tailored solutions, though additional early-stage check-ins are suggested.
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UndisclosedUndisclosed1,000 - 9,999Troy, MI
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Sunera Technologies is a data analytics company. The Troy, Michigan-based team focuses on BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Dubai, United Arab Emirates
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See all 1 projectsDataPatrol provides digital watermarking solutions designed to address security gaps by allowing centralized management and policy definition for end-user screens. Client feedback highlights the company's technical expertise, smooth project execution, and effective risk reduction for insider threats, with commendation for their cooperative team and reasonable pricing.
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$25,000+$50 - $99 / hr10 - 49Istanbul, Türkiye
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TECHBROS is a big data company. They are in Istanbul, Türkiye and have small team of experts. Their services include BI & big data consulting & SI and IT managed services.
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$5,000+$50 - $99 / hr10 - 49Sofia, Bulgaria
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Founded in 2017, South Gate Tech Ltd. Is a big data company. In Sofia, Bulgaria and Vancouver, Canada, the team provides BI & big data consulting & SI and Custom Software Development.
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$25,000+$50 - $99 / hr250 - 999Chennai, India
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Ducen IT, a big data analytics company, focuses on BI & big data consulting & SI and Artificial Intelligence. The company is based in Boca Raton, Florida and Toronto, Canada.
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UndisclosedUndisclosed1,000 - 9,999Jacksonville, FL
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Based in Jacksonville, Florida and Atlanta, Georgia, Bridgenext (formerly Emtec) is a large custom software development company. The team offers Custom Software Development and Generative AI.
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$25,000+< $25 / hr50 - 249New Delhi, India
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See all 3 projects24x7offshoring offers diverse services including platform development, IT infrastructure management, and data collection for speech technology projects. Reviews highlight their excellent value, effective communication, and proactive approach to technological updates. While generally satisfied, clients noted a desire for improved timelines for issue resolution and enhancements in data collection platforms. Overall, 24x7offshoring is praised for delivering promised results efficiently.
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$5,000+$50 - $99 / hr1,000 - 9,999Bengaluru, India
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See all 1 projectsHappiest Minds Technologies provides digital transformation, IT consulting, and managed services. The overall feedback highlights their expertise, responsiveness, and ability to deliver high-quality solutions on time. Reviewers consistently commend their professionalism, technical knowledge, and proactive communication, making them a trusted partner for complex projects.
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Undisclosed$150 - $199 / hr50 - 249Nürnberg, Germany
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EXASOL AG, a data analytics company, is based in Nürnberg, Germany and São Paulo, Brazil. The team offers BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Ciudad de Guatemala, Guatemala
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Comfort Quality Services is a data analytics company. Established in 2020, the team focuses on BI & big data consulting & SI.
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$10,000+$100 - $149 / hr10 - 49Sydney, Australia
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Halo Labs, a data analytics company, specialize in BI & big data consulting & SI and IT strategy consulting. They were launched in 2021.
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$1,000+$50 - $99 / hr1,000 - 9,999
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Established in 2000, Go4hosting is a big data analytics company. The team specializes in BI & big data consulting & SI and cloud consulting & SI.
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$50,000+Undisclosed50 - 249Warszawa, Poland
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TouK is a midsize Warszawa, Poland-based software development firm and data analytics company. The team provides Custom Software Development and BI & big data consulting & SI.
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$1,000+< $25 / hr10 - 49Gurugram, India
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EezyInsights is a big data company founded in 2019. The firm provides BI & big data consulting & SI and IT strategy consulting.
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Undisclosed$100 - $149 / hr10 - 49Seoul, South Korea
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Established in 2011, NFLabs is a big data company. The team provides BI & big data consulting & SI.
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$100,000+$100 - $149 / hr50 - 249Edinburgh, Scotland
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Dufrain is a big data analytics company. They were launched in 2010, and their services include BI & big data consulting & SI.
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$5,000+< $25 / hr50 - 249Atlanta, GA
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Business intelligence company Noah Data is in Atlanta, Georgia and Chennai, India. They offer BI & big data consulting & SI and Artificial Intelligence.
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$1,000+$25 - $49 / hr1,000 - 9,999Atlanta, GA
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Big data analytics company X-Byte Enterprise Crawling was launched in 2012. The company focuses on BI & big data consulting & SI and cloud consulting & SI, and is large.
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UndisclosedUndisclosed1,000 - 9,999
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Adapt IT Telecoms is a business intelligence company. Their large team of employees is located in Midrand, South Africa. Their team provides BI & big data consulting & SI.
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Undisclosed$25 - $49 / hr50 - 249Ahmedabad, India
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IWeb Scraping Services is a midsize data analytics company founded in 2009. Their team offers BI & big data consulting & SI and IT strategy consulting.
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$5,000+$50 - $99 / hr2 - 9
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Bibrainia is a business intelligence company located in Madurai, India. Established in 2018, the team offers BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49
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BMind, a small big data analytics company, is based in. Their services include BI & big data consulting & SI and Corporate Training & Coaching.
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$1,000+< $25 / hr50 - 249Melville, NY
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Dataservices2globe is a data analytics company. They focus on BI & big data consulting & SI and Digital Strategy and were launched in 2014. The company is in Melville, New York.
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Best Big Data Companies & Data Analytics Consultants
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$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
34/40.019.2/20 Reviews10/10 Clients & Experience4.8/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$50,000+$50 - $99 / hr1,000 - 9,999London, England
Ability to deliver
33.8/40.018.6/20 Reviews9.7/10 Clients & Experience5.5/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$25,000+Undisclosed1,000 - 9,999Toronto, Canada
Ability to deliver
33.7/40.017.2/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$100,000+$50 - $99 / hr1,000 - 9,999Malmö, Sweden
Ability to deliver
32.4/40.016.2/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
36% BI & Big Data Consulting & SI64% Other -
$50,000+$50 - $99 / hr250 - 999Medellín, Colombia
Ability to deliver
31.6/40.016.2/20 Reviews10/10 Clients & Experience5.4/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$100,000+$200 - $300 / hr50 - 249New York, NY
Ability to deliver
31.1/40.016.2/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$5,000+Undisclosed50 - 249Warszawa, Poland
Ability to deliver
30.6/40.016.4/20 Reviews10/10 Clients & Experience4.2/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$100,000+$50 - $99 / hr1,000 - 9,999Oakland, CA
Ability to deliver
30.5/40.015.2/20 Reviews8.8/10 Clients & Experience6.6/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
30.5/40.017/20 Reviews9.4/10 Clients & Experience4.1/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$5,000+$50 - $99 / hr10 - 49Carlsbad, CA
Ability to deliver
32.7/40.018.4/20 Reviews10/10 Clients & Experience4.3/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$25,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
30.4/40.016.4/20 Reviews10/10 Clients & Experience4/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$25 - $49 / hr50 - 249São Paulo, Brazil
Ability to deliver
30.2/40.017.2/20 Reviews8.8/10 Clients & Experience4.2/10 Market PresenceService focus
65% BI & Big Data Consulting & SI35% Other -
$1,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
30.1/40.016.6/20 Reviews9.7/10 Clients & Experience3.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$25,000+$25 - $49 / hr250 - 999Indore, India
Ability to deliver
31.3/40.016.2/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$200 - $300 / hr10 - 49Paphos, Cyprus
Ability to deliver
30.1/40.016.2/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
75% BI & Big Data Consulting & SI25% Other -
$5,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
30.1/40.016.2/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$25 - $49 / hr50 - 249Ramos Mejía, Argentina
Ability to deliver
29.6/40.016.2/20 Reviews9.8/10 Clients & Experience3.7/10 Market PresenceService focus
55% BI & Big Data Consulting & SI45% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Southborough, MA
Ability to deliver
32.1/40.016.6/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$25,000+$200 - $300 / hr1,000 - 9,999New York, NY
Ability to deliver
29.4/40.015.6/20 Reviews7.8/10 Clients & Experience6/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$5,000+$25 - $49 / hr1,000 - 9,999Kolkata, India
Ability to deliver
29.3/40.015.8/20 Reviews8.6/10 Clients & Experience5/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$1,000+$100 - $149 / hr10 - 49Woodstock, England
Ability to deliver
29.1/40.020/20 Reviews4.4/10 Clients & Experience4.7/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$75,000+Undisclosed250 - 999Oak Brook, IL
Ability to deliver
30.2/40.015/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$100 - $149 / hr50 - 249Warszawa, Poland
Ability to deliver
29/40.016.2/20 Reviews8.4/10 Clients & Experience4.4/10 Market PresenceService focus
85% BI & Big Data Consulting & SI15% Other -
$5,000+$50 - $99 / hr50 - 249Hanoi, Vietnam
Ability to deliver
30.2/40.016.8/20 Reviews9.8/10 Clients & Experience3.7/10 Market PresenceService focus
45% BI & Big Data Consulting & SI55% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
38.2/40.020/20 Reviews10/10 Clients & Experience8.2/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other -
$5,000+$25 - $49 / hr10 - 49Kyiv, Ukraine
Ability to deliver
28.8/40.016.4/20 Reviews8.2/10 Clients & Experience4.2/10 Market PresenceService focus
65% BI & Big Data Consulting & SI35% Other -
UndisclosedUndisclosed1,000 - 9,999Atlanta, GA
Ability to deliver
36.7/40.019.6/20 Reviews10/10 Clients & Experience7.1/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+$50 - $99 / hr50 - 249London, England
Ability to deliver
34/40.020/20 Reviews9.9/10 Clients & Experience4.1/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$5,000+$150 - $199 / hr10 - 49Edmonton, Canada
Ability to deliver
28.5/40.016.8/20 Reviews8.2/10 Clients & Experience3.4/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$5,000+$150 - $199 / hr50 - 249Pune, India
Ability to deliver
29.8/40.016.2/20 Reviews9.6/10 Clients & Experience4/10 Market PresenceService focus
45% BI & Big Data Consulting & SI55% Other
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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:
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.