Top Big Data Analytics Companies in the United States
Most U.S. companies have more data than they have insight. A capable big data analytics partner closes that gap — building the pipelines, models, dashboards, and governance frameworks that turn raw transactional and behavioral data into decisions you can actually act on.
Whether you need to stand up a modern data stack, run advanced analytics on customer behavior, or build predictive models for forecasting, the right U.S. analytics firm can compress months of internal work and bring tooling expertise (Snowflake, Databricks, dbt, Looker, Power BI) that's expensive to hire for directly. Clutch helps you compare top U.S. big data analytics companies through verified client reviews, service breakdowns, and pricing data. Filter by industry, project budget, or specific tools, and explore related directories:
• Top Big Data Analytics Companies
• Big Data Analytics Companies in Los Angeles
• Big Data Analytics Companies in Dallas
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Featured
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$5,000+$25 - $49 / hr1,000 - 9,999Serves United StatesServices provided
See all 32 projectsIndus Net Technologies Pvt. Ltd. is a company specializing in BI and Big Data Consulting & SI, providing business intelligence and systems integration services. The reviews highlight their impressive 24/7 responsiveness and fast delivery, with 100% of the feedback praising their flexible payment terms and effective communication.
$10,000+$25 - $49 / hr250 - 999Serves United StatesServices provided
See all 6 projectsNavsoft is a versatile digital solutions provider specializing in web development, AI-powered platforms, and omnichannel management. Across their reviews, clients consistently commend their ability to combine technical expertise with an understanding of specific industry needs, resulting in measurable outcomes like increased engagement and conversion rates. Approximately 80% of reviews highlight their structured project management and responsiveness, with minor suggestions for faster design iterations.
$5,000+$150 - $199 / hr10 - 49Serves United StatesServices provided
See all 5 projectsB3 Media Solutions Inc. is a Business Intelligence & Systems Integration company specializing in Business Analytics Services and Data Management Consulting. Their reviews reflect a 100% positive feedback, highlighting their expertise in focus group analysis, punctuality, and strong market understanding. Clients appreciate their strategic recommendations and effective communication.
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UndisclosedUndisclosed10 - 49Piscataway, NJ
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Established in 2015, Four Bends Pvt Ltd is a small Piscataway, New Jersey-based web design company. Their team provides Web Design and BI & big data consulting & SI.
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$50,000+$25 - $49 / hr250 - 999Orlando, FL
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SysManager is an IT staff augmentation company. The Orlando, Florida-based team specializes in IT staff augmentation and IT managed services.
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$1,000+< $25 / hr250 - 999New York, NY
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Qualitas Global is a midsize big data company headquartered in Pune, India and Frankfurt am Main, Germany. The team focuses on BI & big data consulting & SI and ECM consulting and SI.
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UndisclosedUndisclosed250 - 999Miami, FL
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Headquartered in Miami, Florida and Madrid, Spain, Sigma AI is a big data company. Their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed250 - 999Santa Clara, CA
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Tatvic is a business intelligence company. The midsize Ahmedabad, India-based team specializes in BI & big data consulting & SI and Conversion Optimization. The firm was founded in 2009.
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UndisclosedUndisclosed50 - 249Santa Clarita, CA
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InfyStrat Software Services is an IoT development company. The Santa Clarita, California-based agency was established in 2015. Their services include IoT development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Hoboken, NJ
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Mercurial Minds is a Robotics Process Automation company. Launched in 2013, their team specializes in Robotics Process Automation and Market Research.
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UndisclosedUndisclosed50 - 249Escondido, CA
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Prakat Solutions, a data analytics company, was established in 2009. The agency offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Forest Park, IL
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Suyati, a CRM consulting and SI company, is headquartered in Forest Park, Illinois and Kochi, India. The team specializes in CRM consulting and SI and IT managed services.
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$10,000+$100 - $149 / hr50 - 249New York, NY
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Digital Strategy company Equancy was launched in 2002. Headquartered in Paris, France and Shanghai, China, the team focuses on Digital Strategy and Branding.
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UndisclosedUndisclosed250 - 999Santa Clara, CA
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In Santa Clara, California and Islamabad, Pakistan, Emumba is an UX design company. The team offers UX/UI Design and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Weston, FL
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Digibee is a cloud consulting & SI company based in Weston, Florida and Sao Paulo, Brazil. They specialize in cloud consulting & SI and IT strategy consulting.
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UndisclosedUndisclosed250 - 999Plano, TX
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ISteer is a data analytics company. The midsize Toronto, Canada-based team specializes in BI & big data consulting & SI and IoT development. The firm was founded in 2009.
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$5,000+< $25 / hr1,000 - 9,999Wilmington, DE
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CMC Global is a cloud consulting & SI company. Launched in 2017, the team offers cloud consulting & SI and Custom Software Development.
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$10,000+$25 - $49 / hr250 - 999Herndon, VA
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Software development firm Covalense is headquartered in North Sydney, Australia and Nanakaramguda, India. The team focuses on Custom Software Development and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Cambridge, MA
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Established in 1999, TeamWork Corporate is a midsize Business Consulting company. Their team offers Business Consulting and IT strategy consulting.
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UndisclosedUndisclosed50 - 249Ramona, CA
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C3IT Solutions is a midsize Ramona, California-based AI firm. The team offers Artificial Intelligence and Robotics Process Automation.
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UndisclosedUndisclosed50 - 249White Oak, MD
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Softsquare is a White Oak, Maryland-based CRM consulting and SI company. Established in 1998, the team focuses on CRM consulting and SI and Mobile App Development.
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UndisclosedUndisclosed250 - 999Miami, FL
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Vision-Box is an IT strategy consulting company established in 2001. Located in Miami, Florida and Lisbon, Portugal, the team provides IT strategy consulting and Blockchain.
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UndisclosedUndisclosed1,000 - 9,999Westlake, TX
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Inspira Enterprise, a cloud consulting & SI company, was established in 2008. They provides cloud consulting & SI and Cybersecurity.
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Undisclosed$200 - $300 / hr1,000 - 9,999Edison, NJ
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Nous Infosystems, an Application Testing company, was founded in 1996. The large team focuses on Application Testing and Custom Software Development.
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UndisclosedUndisclosed50 - 249Pembroke Pines, FL
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TPF Software is a software development firm based in Pembroke Pines, Florida and Chennai, India. They specialize in Custom Software Development and IT strategy consulting and were founded in 1986.
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UndisclosedUndisclosed250 - 999Plano, TX
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Payoda Technology Inc. Is a cloud consulting & SI company. Founded in 2005, the company provides cloud consulting & SI and Digital Strategy.
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UndisclosedUndisclosed250 - 999Dublin, CA
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Bhavna Corp. Is a Noida, India-based application development firm. Their services include Mobile App Development and DevOps Managed Services.
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UndisclosedUndisclosed1,000 - 9,999Perth Amboy, NJ
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Torry Harris Integration Solutions, a data analytics company, is based in Perth Amboy, New Jersey and Bengaluru, India. Their services include BI & big data consulting & SI and cloud consulting &
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Undisclosed$50 - $99 / hr10 - 49Los Angeles, CA
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See all 6 projectsLos Angeles IT offers services in automation, business integrations, and artificial intelligence. The company is highly regarded for its quick turnaround and alignment with client values, providing good value for cost. Clients appreciate their clear communication and effective project management, indicating a strong capability in Business Intelligence Consulting and BI & Data Strategy.
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List of Best Big Data Companies in the US
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$10,000+$25 - $49 / hr1,000 - 9,999Southborough, MA
Ability to deliver
36.6/40.016.6/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$100,000+$200 - $300 / hr50 - 249New York, NY
Ability to deliver
33.1/40.016.2/20 Reviews10/10 Clients & Experience6.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$75,000+Undisclosed250 - 999Oak Brook, IL
Ability to deliver
34.3/40.015/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$100 - $149 / hr10 - 49Austin, TX
Ability to deliver
35.8/40.016.6/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$10,000+$100 - $149 / hr50 - 249Anchorage, AK
Ability to deliver
34.9/40.016.8/20 Reviews9.3/10 Clients & Experience8.8/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$5,000+$50 - $99 / hr10 - 49Carlsbad, CA
Ability to deliver
32.9/40.018/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$10,000+$150 - $199 / hr10 - 49Barrington, IL
Ability to deliver
30.5/40.015.6/20 Reviews8/10 Clients & Experience6.9/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
$10,000+$200 - $300 / hr10 - 49Berkeley, CA
Ability to deliver
29.9/40.016.4/20 Reviews7.8/10 Clients & Experience5.7/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$250,000+$150 - $199 / hr10 - 49Addison, TX
Ability to deliver
29.3/40.016.2/20 Reviews7.5/10 Clients & Experience5.5/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$100 - $149 / hr2 - 9Boston, MA
Ability to deliver
29.3/40.015.6/20 Reviews8.1/10 Clients & Experience5.6/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$10,000+Undisclosed50 - 249Bellevue, WA
Ability to deliver
35.9/40.016.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$5,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
32.2/40.017/20 Reviews7.9/10 Clients & Experience7.3/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$50,000+$200 - $300 / hr10 - 49Fishers, IN
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$5,000+$150 - $199 / hr10 - 49West Chester, PA
Ability to deliver
28.4/40.015/20 Reviews8.1/10 Clients & Experience5.3/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$5,000+$100 - $149 / hr10 - 49El Segundo, CA
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$100,000+$50 - $99 / hr50 - 249Dallas, TX
Ability to deliver
34.5/40.015.8/20 Reviews8.9/10 Clients & Experience9.8/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
UndisclosedUndisclosed50 - 249Chicago, IL
Ability to deliver
30/40.016.2/20 Reviews7.5/10 Clients & Experience6.3/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$50,000+Undisclosed250 - 999Chicago, IL
Ability to deliver
32.5/40.015.6/20 Reviews9/10 Clients & Experience7.9/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$10,000+$150 - $199 / hr10 - 49Los Angeles, CA
Ability to deliver
27.2/40.016.2/20 Reviews4.8/10 Clients & Experience6.2/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Princeton, NJ
Ability to deliver
29.3/40.015.2/20 Reviews7.3/10 Clients & Experience6.8/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$25,000+$50 - $99 / hr50 - 249Miami, FL
Ability to deliver
35.9/40.017/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other -
$100,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
34/40.015.8/20 Reviews10/10 Clients & Experience8.2/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$50,000+Undisclosed50 - 249New York, NY
Ability to deliver
29.9/40.015/20 Reviews8.4/10 Clients & Experience6.5/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$10,000+$100 - $149 / hr250 - 999Atlanta, GA
Ability to deliver
35.2/40.015.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$10,000+$150 - $199 / hr10,000+Bellevue, WA
Ability to deliver
32.6/40.015.2/20 Reviews10/10 Clients & Experience7.4/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$50,000+$200 - $300 / hr50 - 249Chicago, IL
Ability to deliver
36.4/40.016.6/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+$200 - $300 / hr10 - 49Minneapolis, MN
Ability to deliver
25.6/40.016.2/20 Reviews4.5/10 Clients & Experience4.9/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
Undisclosed$150 - $199 / hr250 - 999San Francisco, CA
Ability to deliver
34.9/40.016.2/20 Reviews8.9/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$100,000+$150 - $199 / hr10 - 49Chicago, IL
Ability to deliver
34.4/40.015.8/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$10,000+$100 - $149 / hr10 - 49Providence, RI
Ability to deliver
35.5/40.016.8/20 Reviews10/10 Clients & Experience8.7/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other
Latest BI and Big Data Articles
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How to Create a Budget for BI & Analytics Services [With Template]
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U.S. Big Data Analytics FAQs
Pricing varies thanks to a range of factors, including the scope of the project and team size. Based on Clutch pricing data, clients can expect costs to go:
- Hourly rates: typically $100 – $250 per hour, depending on seniority and specialization
- Project minimums: focused engagements usually start at $25,000 – $75,000
- End-to-end stack builds: $150,000 – $500,000+ depending on number of source systems, volume, and complexity
- Ongoing managed analytics: typically $10,000 – $50,000 per month in retainer
Tooling costs (Snowflake, Databricks, BI licenses) sit on top of services and can be substantial — discuss who's responsible for those before signing.
A big data analytics firm helps you collect, store, transform, model, and surface data so it drives decisions instead of sitting in disconnected systems. Engagements typically cover one or more of:
- Data engineering — building pipelines from source systems into a warehouse or lakehouse
- Data modeling and transformation — designing the schemas, metrics layers, and dbt models that make data consumable
- Business intelligence and dashboarding — building Looker, Power BI, or Tableau dashboards tied to defined KPIs
- Advanced analytics and ML — predictive modeling, customer segmentation, or demand forecasting
- Data governance — access controls, data quality monitoring, and documentation
The best firms bridge engineering and business, building infrastructure that supports analysis, not just shipping a Tableau license and walking away.
The terms overlap, but the distinction is useful. Business intelligence (BI) is mostly about reporting on what happened — historical dashboards, KPIs, monthly performance reviews — and runs well on structured, warehoused data. Big data analytics extends that into larger volumes, less structured data, real-time streams, and predictive or prescriptive modeling that informs what to do next.
In practice, most U.S. firms do both, but specialization matters. If your need is "we want a single source of truth for revenue reporting," that's a BI engagement. If it's "we want to predict which customers will churn next quarter and prevent it," that's analytics.
Filter on three things — tooling alignment, industry experience, and engineering rigor:
- Tooling alignment matters because firms tend to specialize — a Snowflake-and-dbt shop will be more efficient than a generalist if that's your stack.
- Industry experience matters because the schemas, regulatory constraints, and KPI definitions vary wildly between healthcare, financial services, retail, and SaaS.
- Engineering rigor — version control, testing, documentation, code review — separates firms that hand you a working system from firms that hand you a fragile one.
Ask for sample code or a sample DBT project from a past engagement. Reputable firms can share something redacted. Also ask crucial questions like how they handle handoffs, who owns the system after they leave, and what does ongoing support look like.
- Tool-led, not problem-led pitches. A firm that opens with "we'll set you up on [vendor]" before understanding your business question has the priorities backwards.
- No discussion of data quality. Most analytics projects fail because the source data is messier than anyone expected. A firm that doesn't ask about quality upfront will hit the same wall mid-engagement.
- Dashboards-as-deliverable thinking. Dashboards are an output, not an outcome. The deliverable is decisions made better; ask how they'll measure that.
- No ongoing maintenance plan. Pipelines break, source schemas change, and models drift. A firm that disappears at delivery leaves you with a system that decays fast.
Don’t underestimate these red flags, even if the vendor offers exciting fees or promises. It’s crucial to match with a partner that has a great track record to protect your project.