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.
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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
Moonhive helps businesses modernize operations through AI, data, and custom software.We build practical AI agents, automate complex workflows, modernize fragmented data systems, and develop scalable digital products.Our work spans AI transformation, product engineering, business intelligence, enterprise...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Koramangala, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $1,000 - $10,000
ARIT is where enterprise experience meets modern technology. With a 300+ member engineering team and provien experience building mission-critical platforms for financial services , wealth, insurance, and finance, we bring the scale and discipline of an enterprise technology organization to every project. We...
Top Services:
- Logo Design
- Web Design
- eCommerce Development
- Software Testing
- AI Development
- Show more
- Location
- Jodhpur, India
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $10,000 - $25,000
We help law firms generate and convert high-intent cases through data-driven marketing, automated intake systems, and streamlined operations...
Top Services:
- Web Development
- SEO
- CRO
- Content Marketing
- PPC
- Show more
- Location
- Altamonte Springs, Florida
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 6 Projects Listed
InData Labs is a leading data science and analytics consulting firm with a focus on AI, Generative AI and ChatGPT, Machine Learning, and Big data software development...
Top Services:
- Software Development
- AI Development
- IoT
- Cloud Consulting
- Big Data Analytics
- Show more
- Location
- Nicosia, Cyprus
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 26 Projects Listed
Power BI development and consulting company. We offer Power BI, Power Apps, Power Automate, and Power Pages solutions to help businesses enhance decision-making and automation. This includes dashboard development, custom data connectors, and personalised training, focusing on efficiency improvement for...
Top Services:
- Big Data Analytics
- Location
- Oxford, United Kingdom
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $65/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
Security that sees threats coming powered by AI-driven intelligence and expert-led operations designed to detect, understand, and stop risks before they impact your business. Always ahead of emerging threats, built on advanced AI capabilities, and fully prepared to meet compliance requirements, we help you...
Top Services:
- AI Development
- Cybersecurity
- IT Compliance Solution
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $10,000 - $25,000
We started Solv. Systems because we'd watched too many businesses pay for consultancy that never changed a single decision. So we do it the other way around listen first, then build a Microsoft Fabric and Power BI platform around how your business actually works, and hand your team the keys when it's done...
Top Services:
- Big Data Analytics
- Staff Augmentation
- AI Development
- Business Consulting
- Show more
- Location
- Gqeberha, South Africa
- Number of Employees
- Under 49
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $10,000 - $25,000
Nobox Group builds the reporting layer growing companies are missing: executive dashboards, per unit scorecards and automated performance reports, plus the tracking and paid media behind them. Agencies in the United States and the United Kingdom hire us as a white label partner for client reporting, tracking...
Top Services:
- Big Data Analytics
- PPC
- Digital Marketing
- AI Development
- CRM Consulting
- Show more
- Location
- Barueri, Brazil
- Number of Employees
- Under 49
- Average Hourly Rate
- $65/hr
- Minimal Budget
- $1,000 - $10,000
3Hold Technologies is a consulting firm specializing in SAP functional and technical services, cloud solutions, and managed services. Backed by former CIOs, we help businesses unlock the full potential of AWS and SAP with speed, clarity, and measurable value...
Top Services:
- IT Services
- Cloud Consulting
- ERP Consulting
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Barcelona, Spain
- Number of Employees
- Under 49
- Average Hourly Rate
- $68/hr
- Minimal Budget
- $10,000 - $25,000
Jelvix is a global tech partner with 15+ years of experience, empowering industry leaders and startups. With 450+ IT experts, we drive digital transformation across Europe, North America, Nordics, and Southeast Asia...
Top Services:
- Software Development
- Mobile App Development
- VR/AR
- AI Development
- IoT
- Show more
- Location
- Tallinn, Estonia
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $70/hr
- Portfolios Count
- 10 Projects 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
SUF Digital is a global technology company specializing in AI, blockchain, digital assets, product engineering, data, cloud, and enterprise software. We build scalable, future-ready digital platforms and intelligent systems for businesses worldwide...
Top Services:
- AI Development
- Blockchain
- Software Development
- Cloud Consulting
- DevOps Consulting
- Show more
- Location
- Karachi, Pakistan
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
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...
Top Services:
- Software Development
- eCommerce Development
- Web Design
- Web Development
- IoT
- Show more
- Location
- Lansdale, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 2 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
Estenda is a custom software development, data analytics, and AI firm focused on digital health. For 20+ years, Estenda has created award winning innovate software solutions for our customers combining our deep understanding of digital health, software development, data analytics, and AI expertise...
Top Services:
- Software Development
- AI Development
- Cloud Consulting
- Product Design
- Big Data Analytics
- Show more
- Location
- Wayne, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Portfolios Count
- 5 Projects Listed
At Bigglo, we're here to transform your business through big data analytics services in the Google Cloud ecosystem. With us, you'll find a reliable partner to streamline and bolster all your data analytics requirements...
Top Services:
- Big Data Analytics
- Location
- Warsaw, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
We are your go-to AI development company, offering cutting-edge automation solutions for your sales and business workflows. We automate the busy work, allowing you to focus on what truly matters—high-value activities that drive revenue and business growth...
Top Services:
- AI Development
- Big Data Analytics
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
Brasil Completo specializes in custom software development for companies seeking scalable systems, business automation and digital transformation.We design and build SaaS products, management platforms, administrative systems, integrations and web applications tailored to each business operation...
Top Services:
- Software Development
- Web Development
- eCommerce Development
- AI Development
- CRM Consulting
- Show more
- Location
- Alfenas, Brazil
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
Comptivia Technologies is a global IT Services and Consulting company headquarters in New Jersey USA. We work with leading companies to deliver services and technologies at scale, accelerate digital operations, develop innovative applications, and drive efficiencies throughout their organization...
Top Services:
- Web Design
- AI Development
- Software Testing
- Software Development
- Big Data Analytics
- Show more
- Location
- Montville, New Jersey
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $70/hr
At Cloud Brainy, we proudly hold the status of being a Google Cloud Services Partner, distinguishing ourselves as specialists in the Google Cloud Platform. With years of experience spanning various industries, we have honed an unparalleled level of expertise. We are your trusted partner for all your cloud...
Top Services:
- Cloud Consulting
- Big Data Analytics
- Location
- Tamarac, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
HL Agency is a creative powerhouse specializing in building immersive brand experiences, delivering impactful campaigns that engage audiences and drive measurable results...
Top Services:
- Graphic Design
- Creative Services
- Video Production
- Social Media Marketing
- Web Design
- Show more
- Location
- Oakland, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $10,000 - $25,000
Codenexio Digital develops advanced industrial software that connects and optimizes equipment, logistics, and processes. From middleware to cloud platforms, we integrate seamlessly with PLCs, industrial systems, and client solutions (WMS, ERP, WCS) to boost efficiency and enable digital transformation in...
Top Services:
- Software Development
- Big Data Analytics
- Location
- Bucharest, Romania
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
Dedicatted provides consulting and engineering services focused on Data, Generative AI, Cloud and DevOps. Our team of software architects and engineers AWS, Azure, and GCP certified leverages deep technical know-how to design and build enterprise-grade solutions. Recognized among the top 2% of AWS consulting...
Top Services:
- AI Development
- Cloud Consulting
- Managed Services
- IT Services
- DevOps Consulting
- Show more
- Location
- Toronto, Canada
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $70/hr
Pento is a software engineering firm specialized in designing, building, and deploying AI and Machine Learning systems for mid-market and enterprise companies...
Top Services:
- AI Development
- Big Data Analytics
- Staff Augmentation
- Location
- Montevideo, Uruguay
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $25,000 - $50,000
Epoc Labs is a Business Intelligence and Data Consulting company helping organizations in healthcare, finance, retail, logistics, manufacturing, and energy get real value from their data. Official Services Partners for Domo, Databricks, and Snowflake Partner Network. Certified in Microsoft Power BI...
Top Services:
- Big Data Analytics
- Location
- Anna, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
Zeph is a Romanian-based agency exclusively focused on increasing business value through digital marketing strategies, an integrated ecosystem of tools and professional partners. We believe growth isn't just about numbers, it's about the courage to dream, perseverance and smart decisions. At Zeph, we deliver...
Top Services:
- Digital Marketing
- Web Design
- Public Relations
- UI/UX Design
- Social Media Marketing
- Show more
- Location
- Bucharest, Romania
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
OpsMavix builds custom operations systems that help growing businesses replace spreadsheets, manual work, and disconnected tools with one clear source of truth. We focus on inventory, workflows, reporting, automation, and internal business apps that give teams more control and less chaos...
Top Services:
- eCommerce Development
- Software Development
- ERP Consulting
- CRM Consulting
- ECM Consulting
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $10,000 - $25,000
Veles Digital builds production AI for businesses that need it shipped, not theorized. We design AI agents, automation, analytics dashboards, and in-product AI for SMBs, e-commerce, and SaaS teams across Europe, in fixed-scope milestones of two to eight weeks. Engineering-led, plain English or Serbian, with...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Big Data Analytics
- SEO
- Show more
- Location
- Belgrade, Serbia
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
Why SEO Serious is an organic marketing agency. We help companies grow across search and app stores and increase brand visibility from early-stage launches to high-load projects with ambitious performance goals...
Top Services:
- SEO
- AEO
- Reputation Management
- Content Marketing
- Big Data Analytics
- Show more
- Location
- Hong Kong, Hong Kong
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $70/hr
- Minimal Budget
- $1,000 - $10,000
Megalink Global helps MSPs, IT service providers, and technology companies scale delivery with vetted IT engineers and technical resources. We support field services, infrastructure deployments, onsite support, smart hands, hardware installation, and project-based staffinghelping clients meet technical...
Top Services:
- IT Services
- IT Compliance Solution
- Managed Services
- Cloud Consulting
- Staff Augmentation
- Show more
- Location
- Birmingham, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $70/hr
Gaper.io builds and deploys production AI agents directly into enterprise workflows. Powered by OpenAI, Claude, and Gemini, our agents handle real work across healthcare, legal, finance, and operations. Unlike vendors who stop at demos, we go live in your stack in as little as 24 hours, with your team owning...
Top Services:
- AI Development
- Software Development
- IT Services
- AEO
- SEO
- Show more
- Location
- New York City, New York
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $74/hr
- Minimal Budget
- $10,000 - $25,000
Netpeak is a Ukrainian digital marketing agency established in 2006, that pioneered in shaping Eastern Europe's digital landscape with deep technical expertise and data-driven strategies...
Top Services:
- Digital Marketing
- SEO
- PPC
- Social Media Marketing
- Email Marketing
- Show more
- Location
- Wilmington, Delaware
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 8 Projects Listed
IT Outposts is a DevOps as a Service company. We provide Cloud and DevOps expertise focused on implementing, scaling, monitoring, and maintenance of the entire infrastructure the project...
Top Services:
- Cloud Consulting
- DevOps Consulting
- Big Data Analytics
- IT Services
- Show more
- Location
- Limassol, Cyprus
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
PaidStrategy is an agency specializing in performance marketing through Paid Media. Our team members each have an average of 10 years of experience in their respective fields...
Top Services:
- PPC
- Digital Marketing
- CRO
- Social Media Marketing
- SEO
- Show more
- Location
- Madrid, Spain
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Fundamentally, we are an IT company that specializes in the ever-evolving realm of data analysis and Power BI development. Our unwavering dedication to extracting valuable insights from intricate data has led us to collaborate with numerous enterprises, enhancing their decision-making capabilities...
Top Services:
- Big Data Analytics
- Location
- San Jose, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Portfolios Count
- 3 Projects Listed
We are Europes Python Powerhouse. With over 200 developers ready to supercharge your project with extraordinary code, the Agile way...
Top Services:
- Web Development
- Software Development
- Mobile App Development
- Product Design
- AI Development
- Show more
- Location
- Poznan, Poland
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 12 Projects Listed
The company's specialists have solid expertise in blockchain consulting and development as well as machine learning, big data, artificial intelligence (AI), and AR/VR. Founded in 2007, PixelPlex has designed and developed 450+ successful projects for clients all over the world...
Top Services:
- Software Development
- Mobile App Development
- Blockchain
- Software Testing
- VR/AR
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $75/hr
- Portfolios Count
- 15 Projects Listed
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
Artificial Intelligence, Data Science and Advanced Analytics consultants...
Top Services:
- AI Development
- Big Data Analytics
- Business Consulting
- Location
- Porto, Portugal
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 7 Projects Listed
Auxis is a leading management consulting and outsourcing firm specializing in AWS consulting. We help senior executives achieve peak performance in their back office by providing services such as Nearshore Outsourcing, Cloud Computing, Shared Services, RPA, Help Desk & Desktop Support, and Finance &...
Top Services:
- Big Data Analytics
- IT Services
- BPO
- Location
- Fort Lauderdale, Florida
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $50,000 & Up
Since 2014, MSOFT has created high-load, complex, and distributed systems for enterprise clients. We engage industry leaders in digital transformation, designing online platforms and products, automating processes, and developing smart strategies in a digital environment...
Top Services:
- Web Development
- Mobile App Development
- Software Development
- Location
- Bellevue, Washington
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $25,000 - $50,000
DQOps is a data quality monitoring platform for data teams that helps detect and address quality issues before they impact your business. Track data quality KPIs on data quality dashboards and reach a 100% data quality score...
Top Services:
- Big Data Analytics
- Location
- Warsaw, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 6 Projects Listed
We offer end-to-end engineering services that address unique business needs.With more than 7 years of experience, we've become AI approaches adopters. Now we are helping to reform entire industries...
Top Services:
- AI Development
- Big Data Analytics
- Cloud Consulting
- DevOps Consulting
- Software Development
- Show more
- Location
- Krakow, Poland
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 8 Projects Listed
The DV Factory is a premier consultancy specialising in providing industry experts and holistic project and application development teams for the delivery of initiatives in the VOT/OO, Performance Marketing & Data Automation spaces...
Top Services:
- Cloud Consulting
- Managed Services
- DevOps Consulting
- IT Services
- Business Consulting
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $1,000 - $10,000
Axix Technologies LLC USA delivers AI-powered enterprise software, SaaS platforms, and custom digital solutions. We help organizations streamline operations, automate workflows, and accelerate growth through ERP, HCM, AI, cloud, and software engineering services...
Top Services:
- Software Development
- Cybersecurity
- Web Development
- AI Development
- ERP Consulting
- Show more
- Location
- Cheyenne, Wyoming
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
Strive for excellence and emerge as the most trusted global AI & ML-powered software development company...
Top Services:
- Big Data Analytics
- AI Development
- IoT
- Location
- Bengaluru, India
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $1,000 - $10,000
Tekne empowers your business by implementing advanced Artificial Intelligence, Data Engineering and Analysis, Visualization, and Automation solutions. Our expert services are designed to enhance efficiency, drive innovation, and deliver measurable results...
Top Services:
- AI Development
- Big Data Analytics
- Mobile App Development
- Software Development
- Business Consulting
- Show more
- Location
- Dover, Delaware
- Number of Employees
- Under 49
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 4 Projects Listed
SoftDoes is a Kansas City custom software and AI development company that designs and builds web platforms, mobile apps, MVPs and AI automation. Written scope and price before code, 100% IP ownership, rated 5.0 on Clutch...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- Web Development
- UI/UX Design
- Show more
- Location
- Kansas City, Kansas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 10 Projects Listed
Elevondata is a data, AI, and emerging technology solutions company that helps organizations modernize systems, automate decision-making, and build scalable digital foundations...
Top Services:
- Big Data Analytics
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $75/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project 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.