Discover big data companies on DesignRush that transform raw, complex datasets into clear business intelligence and actionable insights. Our directory is a reliable source for finding a vetted partner that can scale your data capabilities as your business grows.
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.
BR Softech is the leading mobile game development company in the USA. We deal in website development, game development, and app design and development...
Top Services:
- Mobile App Development
- Big Data Analytics
- AI Development
- Cybersecurity
- VR/AR
- Show more
- Location
- Boston, Massachusetts
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
Agiliway is an AI-augmented software development and consulting company headquartered in Austin, Texas, with development centers in Poland (Kraków), Ukraine (Lviv, Chernivtsi), and Argentina (Buenos Aires)...
Top Services:
- AI Development
- Software Development
- Business Consulting
- DevOps Consulting
- Big Data Analytics
- Show more
- Location
- Austin, Texas
- Number of Employees
- 100 - 249
- Portfolios Count
- 4 Projects Listed
Cyan Q is a UK-based healthcare data science company. It grew from extensive work with the English National Health Service (NHSE), covering a wide range of primary care projects, multi-stakeholder contracts and population health initiatives. Services include analytics consulting, data advisory and assistance...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Stansted Mountfitchet, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $130/hr
- Minimal Budget
- $1,000 - $10,000
We provide AI-powered solutions that help businesses optimize operations, drive innovation, and make data-driven decisions. From predictive analytics to automation and computer vision, our expertise spans industries like manufacturing, renewable energy, agriculture, and natural resource management. We combine...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Negaunee, Michigan
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
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...
Top Services:
- Big Data Analytics
- Cybersecurity
- Cloud Consulting
- IT Services
- DevOps Consulting
- Show more
- Location
- Boston, Massachusetts
- Number of Employees
- 1000 & Up
- Portfolios Count
- 4 Projects Listed
A global cybersecurity leader with over 22 years of experience, offering advanced protection solutions to safeguard organizations against cyber threats. The agency combines expertise in ethical hacking, auditing, and AI-driven risk prediction to deliver unparalleled security...
Top Services:
- Cybersecurity
- Cloud Consulting
- IT Compliance Solution
- IT Services
- Big Data Analytics
- Show more
- Location
- Bogota, Colombia
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
Navsoft has spent 26 years building custom software and AI solutions for complex, large-scale organizations. Today, we work with Fortune 500 companies across 33 countries, with a team of 400+ engineers and specialists...
Top Services:
- ERP Consulting
- IT Services
- DevOps Consulting
- Cloud Consulting
- Big Data Analytics
- Show more
- Location
- New York City, New York
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
A Texas-based AI engineering company helping mid-market businesses move AI agents from pilot to production. Built for the AI-native era of enterprise technology, we connect every zone of your business sales, service, data, operations into a single AI system that gets sharper the more it runs...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- Big Data Analytics
- ERP Consulting
- Show more
- Location
- Cedar Park, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 6 Projects Listed
Quantivo Inc. SARL is a modern digital solutions agency specializing in web development, software engineering, cloud solutions, and data-driven technologies...
Top Services:
- Web Design
- UI/UX Design
- Web Development
- Big Data Analytics
- AI Development
- Show more
- Location
- Douala, Cameroon
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
QSoft is a pioneering software outsourcing company based in Vietnam, specializing in providing rapid and effective tech team scaling solutions for mid-sized technology companies and startups...
Top Services:
- Staff Augmentation
- Software Development
- Web Development
- Blockchain
- DevOps Consulting
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 11 Projects Listed
Innovature is a global business consulting and technology services provider that specializes in delivering high-quality IT solutions. With a focus on digital and technology transformations, they offer custom software development and consulting services across various technology verticals, in addition to...
Top Services:
- Mobile App Development
- AI Development
- Business Consulting
- Cloud Consulting
- IoT
- Show more
- Location
- Chiyoda City, Japan
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $1,000 - $10,000
Global Enterprise Mobility (GEM) – the global technology and IT services company - is one of the proud representatives for the emerging Vietnamese IT sector...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Big Data Analytics
- IT Services
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 7 Projects Listed
Full-cycle offshore software development service company and your dedicated partner in Bangladesh with top talents who create the best quality custom-made software solutions...
Top Services:
- Staff Augmentation
- Software Development
- eCommerce Development
- Big Data Analytics
- IoT
- Show more
- Location
- Dhaka, Bangladesh
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 10 Projects Listed
IT Impact, Inc. delivers custom database and software solutions using Microsoft technologies. Through its Access Experts division, the company specializes in Microsoft Access development, database repair, system upgrades, and migrations to SQL Server and cloud platforms...
Top Services:
- IT Services
- Big Data Analytics
- Software Development
- Cloud Consulting
- ERP Consulting
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- Under 49
- Average Hourly Rate
- $235/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
To operationalize AI and analytics through scalable, secure, and future-ready data platforms...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Fremont, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $10/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
At Pelotech, we're a team of seasoned senior developers specialised in Kubernetes and cloud solutions. We partner with companies, from Fortune 500 giants to mid-sized businesses, to solve complex challenges in cloud migration, integrations, application development and modernisation initiatives...
Top Services:
- Software Development
- Cloud Consulting
- Mobile App Development
- Managed Services
- DevOps Consulting
- Show more
- Location
- Seattle, Washington
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $10,000 - $25,000
Kernel Guard is a security first software engineering team that builds systems attackers can't easily break. We specialize in the hard problems most teams avoid: Rust security and smart contract audits, post-quantum cryptography (PQC) migration, eBPF kernel level observability, and zero trust web...
Top Services:
- Cybersecurity
- Big Data Analytics
- Software Development
- Mobile App Development
- Blockchain
- Show more
- Location
- İzmir, Turkey
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Technology, consulting and control company for SMEs with customized services for each company. We are your company's technological ally. Make your business visible with our web development service. Improve your processes with our software solutions. Guarantee the performance of your computer equipment with...
Top Services:
- Web Design
- UI/UX Design
- eCommerce Development
- Web Development
- WordPress Website Design
- Show more
- Location
- Bogota, Colombia
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Portfolios Count
- 7 Projects Listed
We are an IT solution consulting company dedicated to solving business challenges through a holistic approach. We deep-dive into customer problems to create customized digital and physical solutions for businesses to optimize operations and drive growth...
Top Services:
- IT Services
- AI Development
- Software Development
- CRM Consulting
- Managed Services
- Show more
- Location
- Dallas, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
Grow Metrix operates as distinguished boutique digital marketing agency, founded on the principle of delivering profound impact through focus engagement. We strategically limit out clients partnerships to a maximum 10, ensuring each receives unparalleled senior-led expertise and deeply customized solutions...
Top Services:
- PPC
- Content Marketing
- Web Development
- SEO
- Big Data Analytics
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
End-to-end AI consulting and development that turns data into live, working solutions quickly...
Top Services:
- Big Data Analytics
- AI Development
- Software Development
- Web Development
- Wearables
- Show more
- Location
- London, United Kingdom
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $1/hr
- Portfolios Count
- 1 Project Listed
Bydas is a digital agency founded in Porto that supports and develops unique solutions across digital channels. With a strategic and multidisciplinary approach, it focuses on tailored solutions that help brands stand out in a competitive market. It combines creativity, technology, and performance, with a...
Top Services:
- Digital Marketing
- Big Data Analytics
- Branding
- Social Media Marketing
- Web Development
- Show more
- Location
- Porto, Portugal
- Number of Employees
- Under 49
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
NAPA Global is a premier provider of software development and IT services, established in Da Nang city (Vietnam). Sharing the same passion for technologies, we are devoted to building quality products and solutions trusted by our partners and clients worldwide...
Top Services:
- Mobile App Development
- Blockchain
- Software Development
- IT Services
- Web Design
- Show more
- Location
- Da Nang, Vietnam
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
Oworkers is a company with more than 10 years of experience and 400+ employees . Our management has a cumulative 25+ years of experiences in the business process outsourcing (BPO) industry...
Top Services:
- IT Services
- AI Development
- Big Data Analytics
- Location
- London, United Kingdom
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $4/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
8allocate is an AI solutions development company that helps companies build custom AI solutions...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- Location
- Tallinn, Estonia
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Over the years we’ve built Data Science and AI ecosystem around the community of 10000+ ML engineers and Data Scientists, which allows us to provide: -Establishment of AI R&D Centers;- High-quality tech recruitment (150+ closed senior-level positions);- Data Science Consulting...
Top Services:
- Software Development
- AI Development
- Big Data Analytics
- Location
- Kyiv, Ukraine
- Number of Employees
- Under 49
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Chetu is a global software development company delivering tailored solutions across industries. With specialized expertise in AR/VR AI technologies, Chetu empowers businesses to innovate and stay ahead in the digital landscape...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Software Testing
- DevOps Consulting
- Show more
- Location
- Sunrise, Florida
- Number of Employees
- 1000 & Up
- Portfolios Count
- 7 Projects Listed
Groupsoft partners with marquee clients in retail, finance, and consumer products, delivering SAP excellence through a passionate team and a broad range of solutions. From project management to cloud migration, we're your transformation catalysts...
Top Services:
- IT Services
- Big Data Analytics
- Cloud Consulting
- Location
- Princeton, New Jersey
- Number of Employees
- 100 - 249
- Portfolios Count
- 5 Projects Listed
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...
Top Services:
- Software Development
- Mobile App Development
- VR/AR
- IoT
- Big Data Analytics
- Show more
- Location
- Córdoba, Argentina
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 6 Projects Listed
Cosdec Labs is an Award-winning, Global Web 3.0 Innovation companywith expertise in blockchain, metaverse, cryptocurrencies, NFTs, and more...
Top Services:
- Blockchain
- Big Data Analytics
- Cybersecurity
- ERP Consulting
- Managed Services
- Show more
- Location
- London, United Kingdom
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $100/hr
Traceroute42 is a technology consultancy firm with a vast expertise in infrastructure architecture, design & maintenance...
Top Services:
- Big Data Analytics
- Software Development
- Cloud Consulting
- Cybersecurity
- IT Services
- Show more
- Location
- Szczecin, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
Development, Data Science, and Design in the service of increasing agency for our clients, our employees, and humanity...
Top Services:
- Big Data Analytics
- Blockchain
- Software Development
- Product Design
- UI/UX Design
- Show more
- Location
- Marina del Rey, California
- Number of Employees
- 100 - 249
- Portfolios Count
- 3 Projects Listed
Healthcare Software Development company. AI Solutions, Voice AI Agents, GenAI platform development, HL7 FHIR Software Development, and more...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- Cloud Consulting
- DevOps Consulting
- Show more
- Location
- Wilmington, Delaware
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 3 Projects Listed
Stackera Canada Inc. turns complex business challenges into dependable fintech, payments, AI, and supply chain technology...
Top Services:
- IoT
- AI Development
- Big Data Analytics
- Blockchain
- Mobile App Development
- Show more
- Location
- Toronto, Canada
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
NSC Software is a Vietnam-based software development and consulting company that provides senior-led engineering services to businesses seeking Western delivery standards. Its capabilities include software development, AI and machine learning, data engineering and analytics, quality assurance, technology...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- Staff Augmentation
- Software Testing
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
With passion and innovative spirit, we advise and support companies and organizations in their very individual digital transformation. Alter Solutions Deutschland focuses on supporting its customers in the fields Cyber Security, Cloud & Infrastructure, Software Delivery, Business Performance and Agile IT...
Top Services:
- Software Development
- Cybersecurity
- Cloud Consulting
- Big Data Analytics
- Mobile App Development
- Show more
- Location
- Dusseldorf, Germany
- Number of Employees
- 50 - 99
- Portfolios Count
- 5 Projects Listed
Universal Equations, Inc. delivers cloud-native data services and AI-driven digital experiences. Born from a family story of resilience, we champion innovation, trust, and inclusion. Our services span web dev, AI consulting, data, and custom software...
Top Services:
- Software Development
- Big Data Analytics
- Web Development
- Location
- Fort Lee, New Jersey
- Number of Employees
- Under 49
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
AcceLLM helps businesses use AI in a practical way to improve operations, reduce cost, and move faster. We focus on building real, production-ready solutions not just ideas by combining strong engineering with deep understanding of business needs...
Top Services:
- AI Development
- Software Development
- Cloud Consulting
- Big Data Analytics
- IT Services
- Show more
- Location
- Albany, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $45/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Data-Entry-India.com is a global Data & AI operations partner. Serving 3,850+ clients across 50+ countries, we specialize in enterprise data operations, AI training data services, digital commerce data support, data research and intelligence services, and document and content-related support...
Top Services:
- Big Data Analytics
- BPO
- AI Development
- Managed Services
- Business Consulting
- Show more
- Location
- New Delhi, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
Founded in 2018, Devox Software partners with mid-market and enterprise businesses to modernize aging systems, engineer new digital products, and bring AI into production the right way: safely, incrementally, and with measurable ROI...
Top Services:
- Software Development
- Cloud Consulting
- AI Development
- DevOps Consulting
- Mobile App Development
- Show more
- Location
- Miami, Florida
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Since 2006, we have been developing unique and powerful business solutions in various industries, such as Retail & eCommerce, FinTech & Banking, Manufacturing, Oil & Gas, Telecom, Software & Hi-Tech and Insurance.Usetech provides services in AI, Machine Learning, Data Science, Big Data, etc...
Top Services:
- AI Development
- IoT
- Software Development
- Software Testing
- Big Data Analytics
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
With innovative AI technologies we help our clients unlock the power of their data to make data driven decisions and drive growth. Our team of experienced data scientists and business experts work with clients across a range of industries to deliver customised solutions that help them achieve their goals...
Top Services:
- AI Development
- Big Data Analytics
- Location
- Portsmouth, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
We are experts in business analytics and business intelligence solutions. From data to dashboards to decisions, we help you every step of the way...
Top Services:
- Business Consulting
- Big Data Analytics
- Location
- Worksop, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Minimal Budget
- $1,000 - $10,000
Zeal is a local, Dallas-based software development boutique consultancy...
Top Services:
- Software Development
- Staff Augmentation
- Big Data Analytics
- IT Services
- Managed Services
- Show more
- Location
- Dallas, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $175/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
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...
Top Services:
- AI Development
- Software Development
- Big Data Analytics
- Location
- Walnut Creek, California
- Number of Employees
- 50 - 99
ZINC Digital is a Miami-born agency built for long games and real growth. We pair Fortune 500 experience with startup hungerguiding brands like Porsche, The Home Depot, John Deere, YMCA, and U.S. Oil Solutions. Our work spans SEO, paid media, branding, creative, and websites to convert...
Top Services:
- Digital Marketing
- PPC
- SEO
- Web Design
- Branding
- Show more
- Location
- Miami, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
Lead Love is a standout Revenue Operations agency specializing in HubSpot-centered tech stacks. We are a team of CRM architects, BI analytics aficionados, and marketing + sales operations veterans. Ready to supercharge your CRM? Contact us!...
Top Services:
- CRM Consulting
- Managed Services
- Event Marketing
- CRO
- Big Data Analytics
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
CIS, established in 2003, is a global leader in IT and Staff Augmentation. Serving over 2100 clients across 100+ countries, our comprehensive services range from custom software development to digital marketing. Our recognized certifications and partnerships set us apart as a top choice in our field...
Top Services:
- AI Development
- Web Design
- Web Development
- eCommerce Development
- VR/AR
- Show more
- Location
- San Jose, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 6 Projects Listed
BlazeByte Solutions is a Performance Marketing agency that turns ad spend into more leads and sales. We build the Conversion system first: GA4, GTM, Meta Conversions API, Enhanced Conversions and Consent Mode V2.Then we run and optimize Google, Meta and LinkedIn Ads on that verified data, and improve...
Top Services:
- CRO
- PPC
- Digital Marketing
- eCommerce
- Advertising
- Show more
- Location
- Denver, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
MOST Programming, Inc. is a woman and veteran-owned technology business specializing in custom web-based solutions for business intelligence, data analytics, dashboards and process optimization.We take your data and simplify it visually real-time...
Top Services:
- Software Development
- Big Data Analytics
- IT Services
- Location
- Denver, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
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Big Data Company FAQs
What is a big data company?
A big data company analyzes vast volumes of complex data to guide valuable business decisions. It often works with disparate, unfiltered data that requires advanced techniques and technologies to detect patterns that are not immediately apparent.
For instance, a big data company processes customer data from offline (e.g., in-store visits) and online sources (e.g., social media, eCommerce stores, and email forms) to predict buying behavior.
How do big data agencies help businesses analyze and leverage massive datasets?
Big data agencies help businesses leverage massive data through specialized tools and techniques to collect, filter, organize, and analyze data. After, it translates this information into understandable and usable formats, such as reports or dashboards. By doing so, businesses can make strategic decisions to enhance operations, customer experiences, and product offerings, resulting in a competitive advantage.
Which industries benefit most from big data solutions?
The healthcare, finance, manufacturing, and retail industries benefit most from big data solutions. Healthcare providers use big data for more accurate patient diagnosis; financial institutions for fraud detection and risk assessment; manufacturing for supply chain optimization; and retail for demand prediction.
However, beyond these sectors, businesses of all types can gain from partnering with a data analytics company. With over 1.45 trillion gigabytes of data generated daily, organizations will require experts to effectively manage and analyze their data.
What are the top-rated big data companies on DesignRush in 2025?
In 2025, the top-rated big data companies on DesignRush include:
What core and specialized big data services do these companies provide?
These companies provide the following core and specialized big data services:
- Data integration
- Predictive analytics
- Customized reporting
- Data visualization
- Artificial intelligence (AI) and machine learning (ML) training and integration
- Real-time analytics
- Data governance
- Business intelligence consulting
How much do big data services cost in 2025?
In 2025, big data services cost $5,000 to $15,000 annually for small businesses, $15,000 to $100,000 for mid-sized companies, and $100,000 to $500,000 for enterprises.
However, the final cost will be determined by the organization's data complexity and volume, technology and infrastructure, industry-specific requirements, and service model.
How long does it take to see ROI from big data projects?
It takes about 6-12 months after deployment to see ROI from big data projects. Within this timeframe, businesses can experience a more stable data model, efficient workflows, and an improved bottom line.
However, the exact length of time will depend on the organization’s goals and KPIs, data maturity level, and user adoption rates.
What should you look for when hiring a big data company?
When hiring a big data company, look for markers of reliability and credibility, such as:
- Industry certifications, awards, and recognitions
- Case studies and recent projects that show experience in your industry
- Positive client feedback and testimonies
- Strong data governance
- Knowledge of the latest tools and best practices, such as AI/ML, SQL, and PowerBI
- Cultural alignment and a transparent and collaborative approach
What red flags indicate that a big data provider may not be the right fit?
Here are some indicators that the big data provider may not be the right fit for your business:
- Missing certifications, awards, and recognitions that prove its data analytics expertise
- Insufficient experience in your industry, type of data, and technological infrastructure
- Inability to customize its solutions to your specific requirements and integrate them with your systems
- No documentation processes, cybersecurity policies, or knowledge of industry-specific regulations
- Lack of a clear big data strategy and inability to tie processes to tangible business outcomes
- Poor client services, as seen in client testimonies and feedback
What key questions should you ask before signing a big data contract?
Before signing a big data contract, consider asking these key questions:
- Can you provide examples of projects you've completed in our specific industry or with similar data types?
- How do you ensure data quality and accuracy throughout the analytics process?
- What is your approach to data integration with existing systems?
- What is your approach to knowledge transfer and training for our internal team?
- How will you ensure that the insights generated are actionable and integrated into our decision-making processes?
How does big data consulting differ from business intelligence or analytics services?
Big data consulting involves collecting, organizing, cleansing, storing, managing, and analyzing volumes of raw data in real-time (velocity) and from multiple sources (variety). On the other hand, business intelligence focuses on translating this information into digestible and actionable business insights. Often, these two fields work together to help organizations maximize their data.
Lastly, traditional analytics services only deal with structured data and use statistical, descriptive, and diagnostic analytics. As such, they don’t have the capacity or the systems to derive accurate insights from vast data sets.
Which tools, databases, and platforms do top big data companies use?
Top big data companies use the following tools, databases, and platforms:
- Programming languages: SQL, NoSQL, Python, Java, Scala
- Big data processing tools: Hadoop, Apache Spark, Kafka, Flink, Storm
- Data mining: RapidMiner, Presto
- Data storage: Snowflake, MongoDB, BigQuery, Oracle, IBM, SAP HANA
- Data management: Talend, Informatica, Apache Airflow, Apache Zookeeper
- Data governance: Collibra, Informatica Axon, Alation
- BI tools: Microsoft BI, Tableau
- Cloud platforms: AWS, Google, Azure, Cloudera
How legitimate is the content in the FAQs?
We’re committed to providing practical and accurate information to both businesses and agencies, so we turned to Chike Agbai, founder and CEO of Azumo, a fast-growing software development company. He shared his perspective on what qualifications to look for in a big data partner.
Chike Agbai spent nearly two decades as an investment banker on Wall Street, where he advised leading software companies such as Oracle, Salesforce, and Dell on high-stake transactions, before founding Azumo in 2016. Under his leadership, Azumo has grown into a multi-million-dollar business, creating software solutions for global brands like Meta, Discovery, and Zynga, as well as high-growth startups.