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.
AI-native software engineering for complex business problems. Founded 2018, headquartered in Islamabad, Pakistan...
Top Services:
- AI Development
- Web Development
- Mobile App Development
- Cloud Consulting
- Software Development
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- Location
- Islamabad, Pakistan
- Number of Employees
- Under 49
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $1,000 - $10,000
Enfin Technologies is an award-winning EdTech & Real-time Communication development company specialized in LMS Platforms and video communication technologies with offices in Technopark, Trivandrum and Bangalore and USA...
Top Services:
- ERP Consulting
- Staff Augmentation
- IT Services
- DevOps Consulting
- IT Compliance Solution
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- Location
- Thiruvananthapuram, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- Under $1,000
AR Tech Solutions we believe in Innovation, customer-centricity, integrity & sustainability. We work tirelessly to stay ahead of industry trends and deliver cutting-edge solutions that help our clients succeed in a rapidly changing world. Our service range includes Implementation, Support, Training, Upgrade...
Top Services:
- Web Development
- Social Media Marketing
- CRM Consulting
- Cloud Consulting
- Blockchain
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- Location
- Hyderabad, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
BitPixel Coders is a full-stack AI development company based in Mohali, India, focused on helping small and medium-sized businesses streamline operations through intelligent automation. With a senior-only team, the company delivers custom AI agents, workflow automation, and scalable software solutions...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Web Development
- eCommerce Development
- Show more
- Location
- Mohali, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
Aress Software is a global IT services and software development company that delivers custom digital solutions for businesses worldwide. With over 25 years of experience, it specializes in software development, cloud computing, DevOps, AI & data engineering, cybersecurity, and 24/7 managed IT support...
Top Services:
- Software Development
- Cybersecurity
- IT Services
- CRM Consulting
- Cloud Consulting
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- Location
- Nashik, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
Developers, students, and working professionals are seeing a major shift in how technology teams build products and solve business problems. In 2026, data science and generative AI are becoming practical skills that connect software development with real-world decision making...
Top Services:
- Digital Services
- Business Consulting
- HR Outsourcing
- IT Compliance Solution
- IT Services
- Show more
- Location
- Bengaluru, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $5/hr
- Minimal Budget
- $10,000 - $25,000
Frostrek AI is an AI-driven technology company that builds smart automation, workflow intelligence, and scalable digital solutions to help businesses improve efficiency, decision-making, and growth through advanced AI systems...
Top Services:
- Web Development
- AI Development
- IoT
- Software Testing
- Blockchain
- Show more
- Location
- Gurgaon, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $10/hr
- Minimal Budget
- Under $1,000
CV Engine is an AI development company that helps businesses build smart and reliable digital solutions. We create AI-powered applications, custom software, web applications, mobile apps, and automation tools based on your business needs...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Software Testing
- Blockchain
- Show more
- Location
- Mohali, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- Under $1,000
TechPIO helps MSPs scale operations without growing headcount through RMM automation, 24/7 NOC coverage, backup management, and Microsoft 365 support...
Top Services:
- CRM Consulting
- Managed Services
- Cybersecurity
- IT Services
- IT Compliance Solution
- Show more
- Location
- Mohali, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
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
A Trusted Global Partner for Transforming Businesses with AI, Salesforce & Analytics...
Top Services:
- Software Development
- Social Media Marketing
- Email Marketing
- Web Development
- Public Relations
- Show more
- Location
- Mumbai, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $50/hr
StudioKrew are creative technologists specializing in Mobile App, React App, Custom ERP, Chatbot, and Game Development...
Top Services:
- Mobile App Development
- VR/AR
- Software Development
- eCommerce Development
- Blockchain
- Show more
- Location
- Delhi, India
- Number of Employees
- Under 49
Upcomingverse Tech Labs: Innovating with AI and Data Solutions to power smarter, future-ready businesses...
Top Services:
- AI Development
- Software Development
- IT Services
- Web Development
- Mobile App Development
- Show more
- Location
- Indore, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
At ES, we are dedicated to helping organizations achieve their goals through strategic digital and creative solutions. Our focus is on delivering impactful, results-driven services that align with your business objectives and strengthen your brand's presence in an increasingly competitive marketplace. From...
Top Services:
- Graphic Design
- Web Design
- WordPress Website Design
- Digital Marketing
- Social Media Marketing
- Show more
- Location
- Karachi, Pakistan
- Number of Employees
- Under 49
- Average Hourly Rate
- $1/hr
- Minimal Budget
- Under $1,000
Dawn IT Services powers B2B growth with smart, cost-efficient solutions that drive measurable results. We specialize in sales outsourcing, sales automation, lead generation, and staff augmentation, helping businesses scale with ease. Our expertise spans robotic process automation, digital transformation, data...
Top Services:
- Web Development
- UI/UX Design
- SEO
- Social Media Marketing
- Content Marketing
- Show more
- Location
- Chennai, India
- Number of Employees
- 100 - 249
- Minimal Budget
- Under $1,000
Axentrixx is a technology and digital solutions company focused on building conversion-driven websites, AI-powered automation systems, and scalable business applications for startups and small businesses. The company positions itself as a long-term technology partner, helping organizations transform ideas...
Top Services:
- Web Design
- Web Development
- eCommerce Development
- WordPress Website Design
- Software Development
- Show more
- Location
- Vadodara, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $1,000 - $10,000
We Are Building Businesses with AI...
Top Services:
- eCommerce Development
- Web Development
- UI/UX Design
- AI Development
- Software Development
- Show more
- Location
- Jaipur, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
CoReco is a Digital Transformation and AI company helping manufacturing and industrial enterprises improve efficiency, visibility, and decision-making through smart technology solutions...
Top Services:
- Digital Services
- Web Design
- Web Development
- Software Development
- Mobile App Development
- Show more
- Location
- Pune, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $5000/hr
- Minimal Budget
- $50,000 & Up
CodeQlik is a software development company delivering ERP, CRM, custom software, web and mobile applications, AI solutions, cloud services, and business automation. We work with startups, growing businesses, and enterprises to build products and systems around real operational needs. From ERPNext and Odoo to...
Top Services:
- Software Development
- ERP Consulting
- CRM Consulting
- Cloud Consulting
- DevOps Consulting
- Show more
- Location
- Jaipur, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/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
SourceMash is a trusted AI Digital Product Engineering consulting company in the USA, helping organizations accelerate digital transformation through AI, Generative AI, data analytics, cloud technologies, cybersecurity, DevOps, and enterprise applications...
Top Services:
- Web Design
- eCommerce Development
- Web Development
- WordPress Website Design
- Digital Marketing
- Show more
- Location
- Mohali, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
Sterling Technolabs is the leading software development company based in India serving acorss the globe...
Top Services:
- Web Design
- eCommerce Development
- Mobile App Development
- Software Testing
- Blockchain
- Show more
- Location
- Pune, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $20/hr
- Minimal Budget
- Under $1,000
Wemotive Technologies works with customers building pragmatic products and services, helping them build their ideas and scaling them into viable businesses. Our deep technology expertise helps our customers craft solutions for critical technological challenges. We forge ahead with our customers, sharing their...
Top Services:
- Web Design
- UI/UX Design
- Software Testing
- Mobile App Development
- Software Development
- Show more
- Location
- Pune, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
In 2013, IGTechso founder Akhilesh Tiwari saw a need to create a web design company with a difference. One that empowered business owners to embrace the internet. IGTechso has since become an industry expert and is now a proud cheerleader for entrepreneurship and watching little things grow into big things...
Top Services:
- eCommerce Development
- AI Development
- Mobile App Development
- Software Development
- CRM Consulting
- Show more
- Location
- Indore, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $15/hr
- Minimal Budget
- $1,000 - $10,000
As a leading custom software development company, Groot Software Solutions delivers tailored digital solutions that empower businesses to grow faster and smarter. Our scalable software development services adapt to your goals, whether you're launching a new product or optimizing existing operations...
Top Services:
- Web Development
- Software Development
- Web Design
- eCommerce Development
- Mobile App Development
- Show more
- Location
- Zirakpur, India
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $20/hr
DesignDot is a Global creative agency. We Design & Build Brands, UI / UX, Interface & Application Development, Campaigns & Digital Projects, Signage & Advertising, Visualization & Interior, Exhibition & Event {360 Services, support and solutions} provider for businesses provider for businesses Small, Medium...
Top Services:
- Branding
- Web Development
- Web Design
- Creative Services
- Digital Marketing
- Show more
- Location
- Delhi, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
VS Technosys is a software development and IT consulting company that helps businesses accelerate digital transformation through custom software, web, mobile, cloud, and AI-powered solutions. With nearly two decades of experience, the company delivers scalable technology services tailored to startups, SMEs...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- IoT
- Web Development
- Show more
- Location
- Noida, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- Under $1,000
A three in one company for your software, data and growth needs...
Top Services:
- Web Design
- UI/UX Design
- eCommerce Development
- Web Development
- AEO
- Show more
- Location
- Bengaluru, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $1,000 - $10,000
EurosHub is a modern software house based in Pakistan, delivering innovative and tailored digital solutions for businesses worldwide. Since its founding in 2024, the company has helped startups, SMEs, and enterprises turn ideas into scalable, high-impact digital products...
Top Services:
- Software Development
- Web Development
- Mobile App Development
- AI Development
- UI/UX Design
- Show more
- Location
- Rawalpindi, Pakistan
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $15/hr
- Minimal Budget
- $1,000 - $10,000
Automaly is a UK based AI and automation consultancy that builds AI agents, workflow automation, data & system integration for small and medium sized businesses in the UK and US. We typcially start with the process that costs your team the most time, agree the ROI, then design, build, test, implement and...
Top Services:
- CRM Consulting
- IT Services
- Big Data Analytics
- Business Consulting
- AI Development
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $250/hr
- Minimal Budget
- $1,000 - $10,000
AI Consulting Services USA, run by Greenwolf Tech Labs, helps operations-heavy companies decide where AI pays off. We audit workflows, rank the best opportunities and deliver a costed roadmap you can take to your finance team and fund...
Top Services:
- Business Consulting
- Big Data Analytics
- IT Services
- Location
- New Delhi, India
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Nevada Med Billing is a Nevada based medical billing and revenue cycle management company built for Nevada healthcare practices. We work exclusively with Nevada healthcare providers, which means Nevada Medicaid's managed care plans, the Culinary Health Fund, and Nevada's surprise billing law aren't things we...
Top Services:
- BPO
- Accounting
- Business Consulting
- Transcription Services
- Customer Support
- Show more
- Location
- Las Vegas, Nevada
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
Big Data Analytics Specializations
Services Related to Big Data Analytics
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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.