To showcase the top big data companies in the United States, our team of 12 industry analysts evaluated each listing using five ranking criteria and insights from over 827 verified client reviews, transforming complex data into actionable insights.
Best United States Data Analytics Company Rankings
761 Companies-Rankings updated: September 21, 2026
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
Pegasus One are a trusted Software Development Company based in Southern California with clients all over North America. Since 2009 we’ve been a software innovation partner for SMBs and Fortune 500 companies...
Revolutionizing Banking With Practical Innovation.
Revolutionizing Banking With Practical Innovation.
At Experion Technologies, we specialize in future-proofing finance app development that revolutionizes the banking industry. We leverage the latest technologies and design principles to deliver truly innovative solutions that meet the needs of our customers. Our expertise in product engineering and digital...
Worlds leading Software and App Development company that delivers cutting-edge custom solutions
Worlds leading Software and App Development company that delivers cutting-edge custom solutions
We help our customers ideate, design, develop, and launch beautiful and scalabe software solutions to succeed in their industries. Growing at 500% year-on-year, we have been ranked the 3rd Fastest Growing Tech Compnay in India (FT1000)...
3i Data Scraping is a Best Web data scraping services and Data Extraction Company USA. Web Crawling, Data Mining Services to global clients. Hire our scraper experts the USA...
Your Digital Innovation Partner. Accelerating innovation through AI, software development, and digital transformation.At Rootstack, we help organizations build scalable digital products, modernize operations, and unlock new business opportunities through technology...
OpenSource Technologies is a custom software engineering agency that designs, develops, modernizes, and supports web applications, mobile apps, AI-enabled solutions, e-commerce platforms, SaaS products, APIs, and enterprise digital systems...
AI-driven custom software development for complex, high-growth industries.
AI-driven custom software development for complex, high-growth industries.
NEKLO is an international custom software development partner. Since 2008, weve specialized in building and scaling digital products for high-stakes industries, including Healthcare, Fintech, Energy, and Construction...
As part of the KMS group companies, KMS Solutions is a technology consulting firm with the mission to empower digital enterprises to operate and compete better, through the leverage of software engineering excellence, digital capabilities, specialized accelerators, and fit-for-purpose solutions...
Experience, expertise, speed, agility, and a dose of pragmatism to drive your business forward!
Experience, expertise, speed, agility, and a dose of pragmatism to drive your business forward!
We help you imagine, create, engineer and run digital solutions that transform how you connect with your customers and grow your business. Through our digital consulting services, we partner with you to iterate and build digital solutions that bring you faster speed-to-market capabilities and stronger...
Digital Aquila is a growing Salesforce partner build by Salesforce experts from the US, Canada and Europe, we serve as one-stop shop for all your needs pertinent to Marketing Automation and Salesforce marketing automation tools...
Armed With the Right Talent, Passion, and Expertise, Any Company Can Be Unstoppable.
Armed With the Right Talent, Passion, and Expertise, Any Company Can Be Unstoppable.
Founded in 2002, Gorilla Logic delivers world-class software development and consulting services for enterprise-scale mobile, Web, and cloud applications. 500+ employees and three locations later, companies rely on our high-performance, distributed Agile teams to enhance their existing resources and...
Technology and RevOps for PE-backed portfolio companies
Technology and RevOps for PE-backed portfolio companies
DevriX is a technology and revenue operations consultancy for private equity-backed companies between $50M and $500M in revenue. We work with sponsors across the full hold period: technology and data diligence before a deal, systems and RevOps execution after close, and exit readiness end-to-end...
Engineering Innovation in Big Data, Driving Your Success for Tomorrow.
Engineering Innovation in Big Data, Driving Your Success for Tomorrow.
Xoriant, a Silicon Valley-based leader in product engineering, software development, and Big Data solutions, serves clients from startups to Fortune 100. With expertise across multiple technology areas, including Big Data & Analytics and Cloud, we are committed to accelerating innovation and building lasting...
Utegration, Inc. is a full service SAP Consulting and Solutions company focused on strategic industries, such as Utilities, Energy and Public Sector. Our business model was developed with the expressed objective of maximizing the potential of the SAP solutions and technology to meet Municipal to Large...
KMS Technology offers a comprehensive array of solutions, including AI & Machine Learning, DevOps, Mobile App Development, Software Testing, Salesforce Development, MVP Product Development, Platform Modernization, Data Analytics, and Software Engineering...
3XM Group is a leading software development company with offices in the US and Argentina. With more than 9 years of experience. We work on the design, development, and deployment of cutting-edge technology solutions...
Anblicks is a Cloud Data Analytics Company – Enabling Enterprises with Data-Driven Decision Making. Since 2004, Anblicks has been enabling customers across the globe, with their digital transformation journey...
Bright Apps LLC, your expert in disruptive technologies. Leading the way in creating custom AI solutions, Blockchain, Quantum and custom website and mobile app development...
Your Complete End to End Global IT Services Provider Mobile, Web, IoT, Blockchain, AI
Your Complete End to End Global IT Services Provider Mobile, Web, IoT, Blockchain, AI
Sky Potential Technologies US is a top-rated custom software development company with a mission to assist successful businesses in expanding their technological capabilities...
Faststream Technologies is a rapidly growing Product Engineering Services Company headquartered in Los Angeles, with a state of the Art Design Center in Bangalore, India. With many Man-Decades of expertise in supporting and builing products for Fortune 100 and Fortune 500 clients, we are uniquely positioned...
Technology Ally is your trusted ally in outsourcing software solutions. We specialize in building and maintaining web and mobile software solutions for small and medium-sized businesses. Our team is passionate about codes and logic, enabling us to deliver feature-rich, error-free, and high-quality solutions...
CTGs comprehensive solutions help clients across all industries address the business, technology, and operational challenges that are escalating as the pace of change gets faster and the stakes get higher. Our solutions leverage the latest tools and methodologies to allow for greater technology and...
Moolay Media is about communicating the essence of your brand to the world. From websites to social campaigns, we are passionate about connecting with our clients to give their vision a voice...
Building Custom Software Products: We Give Shape to Your Ideas.
Building Custom Software Products: We Give Shape to Your Ideas.
Travancore Analytics (TA) is a bespoke software development company - a team of professional and experienced software developers, architects, and project managers. We have been in operation from Technopark since August 2007 and from Infopark-Kochi since May 2014. TA has its subsidiary company named Travancore...
BR Softech is the leading mobile game development company in the USA. We deal in website development, game development, and app design and development...
Indium is an AI-driven digital engineering company that helps enterprises build, scale, and innovate with cutting-edge technology. We specialize in custom solutions, ensuring every engagement is tailored to business needs with a relentless customer-first approach...
Compoze Labs is a software development company with expertise in app and website development, integration, and UX/UI. We aim to streamline as much of the process as possible to get you a secure, quality product in a timely manner. Our team has worked with a large variety of companies on a range of products...
Hubspire stands as a premier mobile app development firm situated in the heart of New York City. Renowned for our exceptional and unique end-to-end app solutions and educational app, we cater to both large-scale enterprises and small businesses, alongside government agencies...
tkxel is an AI engineering partner helping businesses turn AI ambition into real, measurable outcomes. We design, build and deploy intelligent solutions, agentic systems, modernized applications and custom software that work in production, not just in pilots...
Success is not final; failure is not fatal: it is the courage to continue that counts.
Success is not final; failure is not fatal: it is the courage to continue that counts.
With 10+ years of hands-on experience, we have been recognized by our cliets for delivering excellence, offering business-specific cloud solutions to drive maximum impact at minimum cost...
We are a boutique consulting and technology firm having offices in US and India. We craft custom cloud based software and mobile digital solutions for enterprises. Our objective is always to create remarkable value for our clients (and their customers) by leveraging cloud and mobile technology, digital media...
A Trusted digital transformation partner of global enterprises with expertise in Native Web and Mobile Applications, AI & Machine Learning services hosted on AWS and Azure Cloud, and product implementations...
Specializing in Custom Software Development & Big Data
Specializing in Custom Software Development & Big Data
Agile Tech Consulting, LLC is located in Jacksonville, Florida specializing in Custom Software Development, Mobile Application Development, Business Intelligence Development and Web Design services...
We’re a solution-based technology company with a focus in cloud transformation, software development and big data analytics services based out of California. We combine the love for engineering and big data to scale projects and help businesses grow. Our passion for technology drives results-based solutions...
PoloSoft Technologies is an innovative service provider for enterprise software, CRM, ERP, mobile applications, IoT, Digital Transformation, Cloud technologies, Web Services, e-Commerce, GIS, LiDAR & CAD. Our IT solutions make some glorious promises to our clients that give business empowerment, greater...
ConvergeSol is a US-based technology consulting and custom software development company specializing in AI, SaaS, cloud, Salesforce, and enterprise applications. We build, modernize, and manage secure, scalable solutions for startups, SMBs, and enterprises...
2Novas is a digital marketing agency helping financial services firms and banking institutions forge meaningful connections with their target customers through captivating video and digital strategies...
We believe the power of data can unleash human potential and make a better world.
We believe the power of data can unleash human potential and make a better world.
RS21 is a rapidly growing, global data science company. We use artificial intelligence, design, and modern software development methods to empower organizations to make data-driven decisions that positively impact the world through innovative solutions that are insightful, intuitive, inspiring, and...
At Iterative Consulting, we offer a full spectrum of design and develpment services, including full-stack web application development, mobile app development, UI / UX design, data science, and cloud deployment solutions...
Whether it is Big Data, Legacy Data, Complex Data, Integrating Data or Data People...Modulant knows data. Fortune 1,000 companies, federal government agencies and local governments have relied on Modulant for data management, systems integration, software development and IT staffing solutions that improve...
Software development | HealthTech & Security experts
Software development | HealthTech & Security experts
TechMagic - a full-cycle development company with strong Healthtech expertise that provides end-to-end software development services to businesses.With a proven track record of 200+ successful projects, 10+ years on the market, and 300+ experts onboard, TechMagic is your trusted partner...
Algoscale is a data consulting and AI services company headquartered in Newark, NJ, with a delivery center in Noida, India. Since 2014, we have helped 300+ enterprises across healthcare, BFSI, retail, and SaaS transform their data into a competitive advantage...
The Single Source For Your Business Technology Needs
The Single Source For Your Business Technology Needs
Congruent Software, headquartered in Bellevue, WA, delivers software development and IT consulting to global enterprises. With 30+ years and 3,000+ projects, the Microsoft and Salesforce partner specializes in AI, cloud, custom apps, data analytics, Dynamics 365, Salesforce and SharePoint...
Creating insightful approaches to operational efficiencies, risk management, and compliance.
Creating insightful approaches to operational efficiencies, risk management, and compliance.
HORNE is a decidedly different CPA and business advisory firm that is changing expectations about accounting. Clients trust us to meet their needs with foresight, straight talk and collaboration. In every engagement, our team members work to create insightful approaches to operational efficiencies, risk...
We're a leading IT custom software firm with 30 years of experience in LATAM. Our elite 10% developer team delivers top-notch quality, speed, and affordability, as proven by clients like Motorola, Intel, IBM, and Oracle. We offer Software Dedicated Teams and Staff Augmentation to boost your project...
Iqra Technology is a leading IT consulting and software development company delivering cost-effective, high-quality, and scalable technology solutions that help organizations accelerate their digital transformation. Since 2016, we have successfully delivered 1,000+ projects...
With Sphere, it’s never just about the project at hand. It’s about building trust and enabling your long-term success. We meet you where you are, embed our people with yours, and share our expertise, skills and passion every step of the way...
What services do big data analytics companies provide?
They provide services that turn structured and unstructured data into decision-making insights, including:
Data strategy & consulting: Defining business goals, identifying data sources, and planning analytics implementation.
Data warehousing & integration: Centralizing data from multiple sources for consistent, accessible analysis.
Business intelligence (BI) & reporting: Providing dashboards, reports, and KPIs that translate raw data into insights.
Prescriptive & predictive analytics: Using statistical models and machine learning to forecast trends and guide optimal decisions. 55% of organizations use ML and AI in their analytics processes.
Data visualization: Interactive charts and graphs simplify complex datasets, with over 39% of market revenue coming from this segment.
Data governance & compliance: Ensure data accuracy, privacy, and regulatory adherence, reducing data breaches by 50% and fraud by 40%, saving an estimated $10 billion annually.
Project complexity (real-time analytics, ML models cost more)
Team seniority and expertise
Data volume and infrastructure requirements
Tools and tech stack (e.g., Databricks, Snowflake)
Engagement length (long-term contracts may reduce hourly cost)
Location and sourcing (U.S.-based firms typically charge more than offshore)
How long does it take to see results from big data campaigns?
Most campaigns show early results within the first few months, while long-term initiatives deliver the greatest value as insights compound over time.
Timeline to Results
Typical Duration
What Can You Expect
Immediate wins
1-3 months
Data extraction, dashboards, automated reports, and early AI integrations
Measurable insights
4-12 months
Advanced analysis, model refinement, and insights that begin influencing strategic decisions.
Long-term impact
12+ months
Continuous optimization and compounding ROI from large-scale big data programs and enterprise analytics initiatives.
What industries do big data analytics companies serve in the US?
They mostly serve the following industries:
Healthcare: Personalizes treatments, reduces readmissions, and improves efficiency. The U.S. healthcare analytics market is projected to reach $79.23B by 2028 (CAGR 28.9%).
Financial Services: Supports fraud detection, risk scoring, compliance, and personalized offerings. Over 91% of financial firms use analytics, representing 32% of the global market.
Retail & eCommerce: Optimizes pricing, predicts demand, and personalizes marketing. Companies using advanced analytics see 5–6% higher sales and profit growth.
Manufacturing & Supply Chain: Enables predictive maintenance, inventory optimization, and process automation.
Telecommunications: Manages network traffic, reduces churn, and improves targeting. The telecom analytics market is expected to reach $155B by 2032 (50%+ CAGR).
Media and Entertainment: Streaming and gaming companies use big data to personalize content, optimize recommendations, and increase viewer engagement. Netflix, for example, uses analytics to guide viewing and save ~$1B annually.
How are big data analytics services different from traditional business intelligence (BI)?
Traditional BI focuses on reporting and dashboards built from historical, structured data. They help businesses track performance and understand what has already happened.
Big data companies handle much larger and more complex datasets, including unstructured and real-time data. It is used to identify patterns, predict outcomes, and support advanced decision-making.
Simply put, BI looks at past performance, while big data analytics focuses on scale, complexity, and future insights.
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