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.
RadixTrie provides remote DBA and managed database services for SQL Server, Oracle and PostgreSQL. Senior engineers only, no service desk, 24/7 production cover, and one fixed monthly retainer quoted in USD, GBP or EUR. Based in South Africa, covering US, UK and European business hours...
Top Services:
- AI Development
- IT Services
- Cloud Consulting
- Managed Services
- Big Data Analytics
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- Location
- Johannesburg, South Africa
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
BaseTech builds custom business software for Romanian and international companies that have outgrown off-the-shelf tools bespoke ERP systems, SaaS platforms, AI agents and automation, RAG solutions, programmatic SEO and data pipelines. We work on a modern Next.js, TypeScript and MongoDB stack, ship with zero...
Top Services:
- Software Development
- AI Development
- ERP Consulting
- Web Development
- SEO
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- Location
- Iordăcheanu, Romania
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
IT Consulting, Web Development, Software Development, E-commerce, Software Testing, and Back office outsourcing...
Top Services:
- Software Development
- Web Development
- Social Media Marketing
- IT Services
- Mobile App Development
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- Location
- Princeton, New Jersey
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
We provide technology-driven software and application development solutions...
Top Services:
- Mobile App Development
- Web Development
- UI/UX Design
- eCommerce Development
- Software Development
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- Location
- Jacksonville, Florida
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $1000/hr
- Minimal Budget
- $1,000 - $10,000
DailyFrame is a Swiss software company offering affordable, high-quality, and modern digital solutions. They specialize in website and app development, as well as social media and marketing services, aiming to turn clients' visions into reality with an expert team and innovative approach...
Top Services:
- Mobile App Development
- Web Design
- Web Development
- SEO
- Digital Marketing
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- Location
- Basel, Switzerland
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
Allprime improves how organisations work through analysis, software, integrations and custom development, with ownership built in from the start...
Top Services:
- Software Development
- Mobile App Development
- Web Design
- Web Development
- ERP Consulting
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- Location
- Rotterdam-Albrandswaard, Netherlands
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
DSI is a software factory, where we shape new realities through digital products and experiences that focus on businesses and people. we create efficient and specific solutions to the problems of those who trust us. our products become meaningful when our partners optimise their time, give value to their...
Top Services:
- Wearables
- Software Development
- AI Development
- Mobile App Development
- Blockchain
- Show more
- Location
- Medellín, Colombia
- Number of Employees
- Under 49
- Average Hourly Rate
- $31/hr
- Minimal Budget
- $1,000 - $10,000
Since 1998, Alecsandria Digital sustains companies in their web strategy.We crossed different stages of digital and time has made us a stable reality based on the strength of our human resources...
Top Services:
- Software Development
- AI Development
- Digital Services
- Mobile App Development
- UI/UX Design
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- Location
- Rome, Italy
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Marvels Soft is a premier technology company specializing in app development, metaverse, Web3, blockchain, and game development. We excel in delivering cutting-edge solutions to meet the evolving needs of the digital world...
Top Services:
- Web Design
- Web Development
- AI Development
- Mobile App Development
- Blockchain
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- Location
- Wyoming, Michigan
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
Actigy BPO helps companies build and run managed nearshore operations teams across Central and Eastern Europe. We support finance, compliance, healthcare, customer support, technical support, IT/QA, AI data operations, and back-office workflows with documented SOPs, trained operators, QA, and measurable...
Top Services:
- BPO
- Customer Support
- Call Centers
- Accounting
- HR Outsourcing
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- Location
- Marbella, Spain
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
KWA Digital is a founder-led digital studio that builds premium websites, CRM pipelines, WhatsApp automation, booking and ordering flows, business intelligence dashboards designed to work together as one connected system...
Top Services:
- Digital Services
- Design Services
- Web Design
- UI/UX Design
- Web Development
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- Location
- Richmond, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
OVERVAC is a Croatian software development company combining business systems, app development and expressive web design. We build tools around real operations, turn ideas into web and mobile products, and create browser games and immersive websites. From workflow logic to WebGL, 3D and motion, we make...
Top Services:
- Creative Services
- Web Design
- Web Development
- Software Development
- Mobile App Development
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- Location
- Kaštel Novi, Croatia
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
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
Providing omni-channel marketing packages uniquely crafted for the everyday small business owner. At Gorilla, we're the one-call solution for anything you need to market your business and reach new goals. We've spent the last 10 years perfecting what we do so that we can provide the highest value to our...
Top Services:
- SEO
- Location
- Beaverton, Oregon
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $1,000 - $10,000
Tart Labs, established in 2014, brings businesses to the next level with its innovative software solutions. We specialize in digital transformation and app development services, helping start-ups and SMEs revamp their core business processes. Our experienced professionals leverage cutting-edge tech to provide...
Top Services:
- Digital Services
- eCommerce Development
- Software Development
- Blockchain
- Mobile App Development
- Show more
- Location
- Coimbatore, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 5 Projects Listed
Brilliqs is a data engineering and analytics company focused on building real-time reporting and business intelligence systems for modern enterprises. We help businesses centralize operational data, automate reporting workflows, and create scalable KPI dashboards using modern data technologies. Our expertise...
Top Services:
- Big Data Analytics
- Software Development
- CRM Consulting
- ERP Consulting
- DevOps Consulting
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- Location
- Pune, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
Mindela is a senior-led AI engineering and consulting company that turns practical business problems into production-ready agents, grounded chatbots and workflow automations. Teams work directly with experienced builders on discovery, architecture, implementation, evaluation, guardrails and handover. Mindela...
Top Services:
- AI Development
- Software Development
- Software Testing
- Mobile App Development
- Web Development
- Show more
- Location
- Asansol, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 2 Projects Listed
D2R AI Labs is a forward-thinking AI and software development company focused on delivering innovative, scalable, and high-impact digital solutions for businesses worldwide. Established in 2021, the company specializes in artificial intelligence, machine learning, custom software development, product...
Top Services:
- AI Development
- Big Data Analytics
- Software Development
- Location
- Chennai, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $28/hr
- Minimal Budget
- $1,000 - $10,000
DSM Soft Pvt. Ltd. is a global technology solutions provider established in 1991, delivering innovative services in Geospatial, Engineering, Building Information Modeling (BIM), Telematics, and Prepress. With production centers in Chennai and Tiruchirappalli and a skilled team of over 800 professionals, we...
Top Services:
- Software Development
- IT Services
- Big Data Analytics
- Engineering
- Logistics
- Show more
- Location
- Chennai, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
Noviq IT Solutions builds custom web software, governed data pipelines, and performance search funnels into a single system. We work with mid-market and funded businesses across the US, UK, and Europe that require technical accountability, direct senior developer access, and verified revenue attribution...
Top Services:
- Software Development
- PPC
- AEO
- CRO
- SEO
- Show more
- Location
- Lahore, Pakistan
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
We turn messy ideas into working software fast, simple and risk-free.From AI solutions to web and mobile apps to custom platforms. Exaverse builds what real businesses actually need. No fluff, no delays just clean code, clear communication and revisions until you love it.Your vision, our passion...
Top Services:
- Web Development
- Mobile App Development
- Blockchain
- Software Development
- IT Services
- Show more
- Location
- Lahore, Pakistan
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
xLoop is a global data and AI consulting firm dedicated to delivering next-generation solutions that drive sustainable business growth and innovation...
Top Services:
- AI Development
- Web Development
- Mobile App Development
- Big Data Analytics
- Cybersecurity
- Show more
- Location
- Karachi, Pakistan
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
SystechLogic is your trusted partner for innovative marketing solutions and software development services. We combine creativity, technology, and strategy to help businesses stand out in competitive markets. From crafting engaging campaigns to developing user-friendly, high-performance software & mobile apps...
Top Services:
- Graphic Design
- Logo Design
- Mobile App Development
- Software Development
- Big Data Analytics
- Show more
- Location
- Karachi, Pakistan
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Creleon is a technology company focused on building modern digital solutions for ambitious businesses. We combine thoughtful design, reliable development, and emerging technologies to create websites, web applications, eCommerce platforms, and AI-powered solutions that are built around real business needs...
Top Services:
- Web Development
- Software Development
- eCommerce Development
- Mobile App Development
- AI Development
- Show more
- Location
- Rajkot, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
We take on problems that cross more than one discipline, where software, data, AI, hardware and the business around them all have to work together. Research comes before the build, so what we propose is sometimes not what was asked for. We also run Prism, an independent two week engagement for founders...
Top Services:
- AI Development
- Software Development
- Business Consulting
- IT Services
- Mobile App Development
- Show more
- Location
- Bengaluru, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $1,000 - $10,000
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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.