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.
LP&A delivers practical, no-nonsense IT and cybersecurity for small and mid-sized organizations. We combine proactive monitoring, ransomware protection, and responsive support to keep your business running without disruption. From modernizing email and cloud systems to securing endpoints and users, we focus...
Top Services:
- Managed Services
- IT Services
- Cybersecurity
- Cloud Consulting
- DevOps Consulting
- Show more
- Location
- Toronto, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $125/hr
- Minimal Budget
- $1,000 - $10,000
We develop software applications for desktop, web, and mobile platforms, delivering cost-effective solutions through the use of open-source technologies and cloud computing. Our approach maximizes value while maintaining flexibility and scalability...
Top Services:
- Web Development
- Mobile App Development
- IT Services
- Location
- Chennai, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $100/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
Full-service web scraping for enterprises, delivering accurate, real-time data with customized, partner-focused solutions...
Top Services:
- Big Data Analytics
- Location
- Toronto, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Embark on a journey of skill enhancement and career advancement with Sterlingnexts comprehensive range of industry-focused certification programs. From project management to cybersecurity, we provide dynamic training solutions tailored to your professional goals...
Top Services:
- Digital Services
- Branding
- Digital Strategy
- CRM Consulting
- Big Data Analytics
- Show more
- Location
- Houston, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
StriveX Systems engineers custom software and intelligent AI solutions for businesses that have outgrown generic technology. From enterprise systems and business applications to AI automation, we turn complex operational challenges into scalable digital solutions built around the way each organization works...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- CRM Consulting
- ERP Consulting
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
ERPNext implementation partner in Dubai. Full open source ERP covering accounting, inventory, HR, CRM, manufacturing, and project management. Starting at AED 1,999/month. 6-week implementation. UAE Peppol e-invoicing ready for July 2026 mandate...
Top Services:
- ERP Consulting
- Big Data Analytics
- Location
- Dubai, United Arab Emirates
- Number of Employees
- Under 49
- Average Hourly Rate
- $99/hr
- Minimal Budget
- Under $1,000
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
The ShopNinjas is a full-service Shopify development agency building custom stores, apps, and migrations for scaling brands. From bespoke theme design to Shopify Plus and their own suite of apps and plugins, we deliver eCommerce that converts and grows...
Top Services:
- Web Design
- eCommerce Development
- Mobile App Development
- Software Development
- SEO
- Show more
- Location
- Philadelphia, Pennsylvania
- Number of Employees
- Under 49
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
We are a boutique consulting and technology firm having offices in US and India. We craft custom cloud based software and mobile digital solutions for enterprises. Our objective is always to create remarkable value for our clients (and their customers) by leveraging cloud and mobile technology, digital media...
Top Services:
- Mobile App Development
- Software Development
- Big Data Analytics
- IT Services
- Digital Strategy
- Show more
- Location
- Boca Raton, Florida
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
VentureDive is an award-winning custom software development company dedicated to spearheading digital transformations for Fortune 500 companies across BFSI, CPG/retail, healthcare, transportation, logistics, and QSR industries through its expertise in the realms of Fintech, Data & AI, HealthTech, PropTech...
Top Services:
- AI Development
- Software Testing
- Software Development
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Mountain View, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
AptaCloud is your strategic partner for innovative cloud solutions and digital transformation services tailored for the business-to-business market. Since its inception, AptaCloud has dedicated itself to helping enterprises navigate the complexities of modern technology landscapes, optimizing processes...
Top Services:
- AI Development
- Cloud Consulting
- Big Data Analytics
- ERP Consulting
- Managed Services
- Show more
- Location
- Richardson, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
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
We are a South Africa-based operations and support systems agency helping startups and growing companies scale customer support, AI operations, and backend workflows. We specialize in building efficient human-in-the-loop systems, support triage processes, and operational structures that reduce workload on...
Top Services:
- Business Consulting
- BPO
- Phone Answering Services
- Customer Support
- HR Outsourcing
- Show more
- Location
- Cape Town, South Africa
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- Under $1,000
Enterprise software firm founded in 2018, headquartered in Monterrey, Mexico, with a U.S. entity in Laredo, Texas. We build and integrate software for companies that operate at scale, and staff dedicated engineering teams for U.S. clients in Central Standard Time...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Software Testing
- CRM Consulting
- Show more
- Location
- Monterrey, Mexico
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $10,000 - $25,000
At Cloudflex, our top priority is delivering high performance, quality end-products, and customer satisfaction, rather than getting bogged down in project documentation. We specialize in developing digital products for both startups and established businesses, from concept to launch, focusing on complex...
Top Services:
- Software Development
- AI Development
- Mobile App Development
- Software Testing
- Web Design
- Show more
- Location
- Kyiv, Ukraine
- Number of Employees
- Under 49
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
Named Best AI Company and Software Development Company by The Netty Awards, Opinov8 is a global technology firm with development hubs across the United States, Europe, and Egypt...
Top Services:
- Software Development
- Mobile App Development
- UI/UX Design
- Web Development
- Big Data Analytics
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $42/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 3 Projects Listed
El Pixel is a trusted IT solutions provider, offering custom software development and consulting services tailored to meet the unique needs of businesses.We actively apply AI technologies in development to accelerate delivery, enhance efficiency, and create smarter solutions...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- UI/UX Design
- Show more
- Location
- Krakow, Poland
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $10,000 - $25,000
Cepoch is a North American AI and software services firm with over 20 years of experience, delivering intelligent solutions and building lasting partnerships across 300+ projects and 100+ clients...
Top Services:
- AI Development
- Cybersecurity
- Software Development
- Mobile App Development
- IT Services
- Show more
- Location
- South Barrington, Illinois
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
Providing software and enginneering design solutions, website development, database management, AI training, PLC programming and scada systems, as well as microchip embedded systems.Providing software and enginneering design solutions, website development, database management, AI training, PLC programming and...
Top Services:
- Web Development
- Web Design
- eCommerce Development
- Software Development
- AI Development
- Show more
- Location
- Pretoria, Georgia
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
ImproveIT Solutions is a top-rated European software development company with 10 years of experience and senior Web, Mobile, AI, and DevOps engineers. Trusted by 80+ companies, we build quality digital products, scale teams flexibly, reduce costs, and work under EU-compliant agreements...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Staff Augmentation
- eCommerce Development
- Show more
- Location
- Warsaw, Poland
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Portfolios Count
- 18 Projects Listed
Ultimate Systems develops dependable, custom-built backend systems, web, and mobile applications that enhance business operations worldwide. Our bespoke IT solutions are designed to meet your unique business needs, ensuring optimal performance and growth...
Top Services:
- UI/UX Design
- eCommerce Development
- Software Testing
- AI Development
- Blockchain
- Show more
- Location
- Krakow, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 4 Projects Listed
S9FT Tech Sdn. Bhd. helps startups, SMBs, and operations-heavy companies turn business workflows into reliable software. We build AI automation, custom web systems, internal tools, dashboards, API integrations, and managed remote development teams from Malaysia for international clients...
Top Services:
- Web Design
- Web Development
- AI Development
- Software Development
- CRM Consulting
- Show more
- Location
- George Town, Malaysia
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $10,000 - $25,000
Lument is a Seoul-based full-service software development company specializing in mobile apps (iOS & Android), web development, ERP, CRM, and enterprise software. We've delivered government-commissioned systems including a Hazardous Materials ERP for Korean government agencies. With English-speaking PMs...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- ERP Consulting
- CRM Consulting
- Show more
- Location
- Seoul, South Korea
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $29/hr
- Minimal Budget
- $1,000 - $10,000
Enterprise AI, Made Simple...
Top Services:
- Mobile App Development
- Software Development
- eCommerce Development
- Web Development
- Web Design
- Show more
- Location
- Irving, Texas
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 39 Projects Listed
We have been around for the last 23 years offering AI-driven solutions, Custom Mobile App Development, Tailored Software Solutions, and Enterprise Web Solutions catering to clients' needs. We Care for your Success -that is our reason to exist. Let's Talk about your dreams and we will deliver!...
Top Services:
- Mobile App Development
- AI Development
- Web Development
- Software Development
- eCommerce Development
- Show more
- Location
- Jaipur, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 28 Projects Listed
With 14 years of experience, a dedicated team of 120 professionals, and an impressive 4.7 rating on Google, we specialize in building and deploying world-class IT solutions that drive results...
Top Services:
- Web Development
- Software Testing
- Mobile App Development
- Software Development
- Big Data Analytics
- Show more
- Location
- Gurgaon, India
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $25/hr
- Portfolios Count
- 12 Projects Listed
AB Ark is an AI-native engineering and staff augmentation partner that provides custom software solutions and vetted engineering talent to help businesses build and scale digital products. The company specializes in AI development, healthcare software, EdTech software, web development, mobile development, and...
Top Services:
- AI Development
- Web Development
- Managed Services
- Software Development
- Mobile App Development
- Show more
- Location
- Lahore, Pakistan
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
Welcome to Innoventix Solutions, where we elevate workplaces with clever solutions.. With over 7 years of experience delivering cutting-edge solutions globally, we're more than just a team of experts we're your partners in success...
Top Services:
- Mobile App Development
- Software Development
- UI/UX Design
- Web Development
- Digital Marketing
- Show more
- Location
- Ahmedabad, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 23 Projects Listed
Near Contact provides outsourced IT services from Mexico to U.S. businesses, specializing in staff augmentation, software development, Data & AI, cloud, and Microsoft solutions...
Top Services:
- Staff Augmentation
- Big Data Analytics
- AI Development
- Software Development
- Mobile App Development
- Show more
- Location
- Austin, Texas
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
Nectarbits stands out as the premier custom software development company in Canada, offering tailored solutions to businesses, including web design and development services. With a commitment to excellence, we provide innovative solutions that meet our clients' unique needs and drive their success in the...
Top Services:
- Software Development
- Mobile App Development
- eCommerce Development
- Web Development
- UI/UX Design
- Show more
- Location
- Surrey, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- Under $1,000
Create Possibilities with Salesforce, Data and AI...
Top Services:
- eCommerce Development
- Mobile App Development
- Software Development
- CRM Consulting
- ERP Consulting
- Show more
- Location
- Ahmedabad, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
Indo-Sakura Software Japan Co., Ltd. is a globally acclaimed CMMI Level-3 & ISO 27001 Certified software development and IT consulting company that bridges Japanese precision with Indian innovation. We specialize in enabling digital transformation through cutting-edge software, AI-driven solutions,...
Top Services:
- IT Services
- Software Development
- AI Development
- Cloud Consulting
- Mobile App Development
- Show more
- Location
- Chuo City, Japan
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $20/hr
- Minimal Budget
- Under $1,000
CloudSync Technologies is a Dubai-based IT solutions provider dedicated to empowering businesses of all sizes with a comprehensive suite of services. We go beyond just IT support we become a trusted partner in your digital journey, offering expert consulting, data analysis, digital marketing solutions, IT...
Top Services:
- Web Development
- AI Development
- IT Services
- ERP Consulting
- Cloud Consulting
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
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
The Botss is an agentic AI development company. We build WhatsApp chatbots, voice AI agents, AI automation pipelines and custom AI SaaS products for startups, SMEs and enterprises...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- Karachi, Pakistan
- Number of Employees
- Under 49
- Average Hourly Rate
- $20/hr
- Minimal Budget
- $10,000 - $25,000
Moving past IT Outsourcing, let us become your Strategic Technology Partner who will have you covered and kindle your digital innovations...
Top Services:
- Web Development
- Blockchain
- Software Development
- IoT
- Mobile App Development
- Show more
- Location
- Hanoi, Vietnam
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $18/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 16 Projects Listed
Prismetric is a leading technology partner delivering future-ready AI-driven software solutions tailored to modern business needs...
Top Services:
- AI Development
- Mobile App Development
- Web Development
- eCommerce Development
- IoT
- Show more
- Location
- Jersey City, New Jersey
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $18/hr
- Portfolios Count
- 21 Projects Listed
We specialize in software and web development, AI-enhanced product images, social media management, digital marketing, and unique designs helping businesses boost online visibility, engagement, and growth...
Top Services:
- Product Design
- Web Development
- Social Media Marketing
- Graphic Design
- eCommerce Development
- Show more
- Location
- Kosovo, Macedonia
- Number of Employees
- Under 49
- Average Hourly Rate
- $5/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 1 Project Listed
We build data pipelines, AI agents, cloud infrastructure & provide all type of Marketing services that let business to focus on what matters...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- Jaipur, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $2/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.