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.

Azumo
VerifiedVerified by the DesignRush team for authenticity and credibility.Build Intelligent Apps for Web, Mobile, Data, AI and Cloud
Azumo helps businesses build intelligent apps by providing top-tier developers skilled in AI, data engineering and enterprise web & mobile applications. Our expertise has earned the trust of industry leaders like Facebook, Twitter, Discovery, Zynga, and NCSoft...
Top Services:
- AI Development
- Software Development
- Staff Augmentation
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- San Francisco, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $55/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 9 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAzumo Services
Data sourced from the agency's DesignRush profileDiscovery Channel Meta Zynga Jostens Assembled Brands NGL NCSoft Twitter Horoscope.com Bento
Azumo Reviews & Testimonials

Software Development Review from Michael S.
We selected Azumo to develop our software. We transitioned from another development company, so Azumo was initially responsible for migrating our existing code and environments. We are currently still working with Azumo as our nearshore software development team on adding new items to our software.

UI/UX Design Review from Anonymous
Azumo helped us migrate our existing UIs into a new framework, creating reusable components and the infrastructure needed for future development. The developer they assigned became a seamless part of our team, always punctual, responsive, and a great fit overall.

Software Development Review from Anonymous
Thanks to Azumo’s work, our product is now more scalable, optimized, and ready for a growing user base. Their team has managed the engagement effectively, keeping us updated and addressing any challenges along the way. We’ve appreciated their constant availability and proactive communication.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
Talentica Software
VerifiedVerified by the DesignRush team for authenticity and credibility.Building Products AI-Native Way
Talentica Software is a leading product engineering company that helps startups, growth-stage, and technology companies build end-to-end products and achieve business outcomes. The company has specialized in AI & Machine Learning, Generative AI, Data Engineering, Blockchain, and Big Data...
Top Services:
- Software Development
- AI Development
- IT Services
- Big Data Analytics
- Blockchain
- Show more
- Location
- Pune, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTalentica Software Services
Data sourced from the agency's DesignRush profileWideorbit Sema4.AI Realization Technologies Inc. TailoredMail StructuredWeb Inc Amplify Mist Systems (Juniper Company)
Talentica Software Reviews & Testimonials

Software Development Review from Ashish Sharma
Talentica has proven to be an exceptional software outsourcing partner, consistently exceeding expectations in both the quality of their resources, deliverables and their commitment to our success. They function not merely as a vendor, but as an extension of our core engineering team.Key Highlights of our Partnership:High Resource Quality: The engineers provided by Talentica are technically strong and highly competent. They integrate seamlessly with our internal teams and quickly take ownership of complex projects.Commitment and Reliability: Talentica is a truly reliable partner that consistently demonstrates a strong willingness to go beyond the standard scope of work. They proactively identify risks and contribute innovative solutions.Critical Project Support: Their expertise was pivotal in two critical areas:Data Pipeline & Reporting: They were instrumental in both enhancing and maintaining a reliable data pipeline & reporting infrastructure. Software Upgrades: They managed challenging, large-scale software upgrades, ensuring we successfully transitioned to modern technology stacks with minimal disruption.Overall, Talentica is a dependable and high-value partner assisting our mission-critical projects.

Software Development Review from Anonymous
We had created a conceptual framework to authenticate and verify the provenance, transaction history, and authorship of blockchain-based NFTs. Talentica was brought on board to test and refine the concept from both functional and engineering perspectives, and later to build a Minimum Viable Product (MVP) aligned with the agreed specifications and constraints.

Software Development Review from Anonymous
For several years, the team was composed entirely of Talentica contractors. Since January 2022, I have been directly managing them. The Talentica team handled the admin tooling backend, which included multiple Python Flask services with Postgres and Elasticsearch. These services operated in a service-oriented architecture deployed on Kubernetes, using Istio for service mesh and Spinnaker for deployments.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTogether, beyond expectations
CHI Software is a technology solution provider that offers a full set of software-based services from custom software development to maintenance & support. Our talented team is passionate about Generative AI, Cloud Computing, Data Engineering, and IoT. CHI's success comes from care of every client...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- Staff Augmentation
- Show more
- Location
- Lviv, Ukraine
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 12 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCHI Services
Data sourced from the agency's DesignRush profileVodafone Lecre Media Mrkt
CHI Reviews & Testimonials
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Web Development Review from David Gornshtein
My company was looking for a development team to proceed with the development process. We needed to set up a service [that] allows our clients to monitor, control, and optimize their Cloud & SaaS spend. [The] CHI Software team delivered services and technologies we need[ed] to reach our financial goals. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Innovation Partner
ITRex delivers end-to-end AI and data solutions from strategic planning to real-world deployment. The companys expertise spans LLM integration, RAG, copilots, SLMs, and autonomous AI agents, all engineered for reliability and scale...
Top Services:
- Software Development
- Mobile App Development
- Software Testing
- AI Development
- IoT
- Show more
- Location
- Aliso Viejo, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsITRex Group Services
Data sourced from the agency's DesignRush profileDollar Shave Club Jib Jab 21st Century Fox Procter & Gamble Meet Me Dun & Bradstreet
ITRex Group Reviews & Testimonials

IT Services Review from Tammy Walker
Extremely creative and awesome company name. It sounds trustworthy.

Web Development Review from Undisclosed
We are making in minutes things that our teams have been stuck with for days before.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsElevate Your People, Process, and Products.
TDF (The Development Factory) is a Los Angeles based product and technology consultancy that empowers companies to design, build, and deliver software more effectively. By upskilling teams, embedding expert interim product leadership, and offering seamless augmentation services, TDF enhances clients internal...
Top Services:
- Software Development
- UI/UX Design
- Web Development
- IoT
- Mobile App Development
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $149/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsThe Development Factory Services
Data sourced from the agency's DesignRush profileGivsum Integral Healthcare Solutions GetHelp California Almonds
The Development Factory Reviews & Testimonials
Tony Greco's Review Sourced from Google
TDF provided us with product management, development, and strategic consultation. We started to build the product with an individual and had initial wireframes and mock-ups, but the project quickly grew larger than an individual person could handle. TDF evaluated what we had and gave us feedback, then created a plan to replace and fix what had already been done. They started with extensive customer development-- something we missed the first time around-- so their new wireframes and plans were based on what our customers actually wanted. Then, they executed the plan.In addition to the development work, they also took care of logo and design work. They used Amazon Web Services for our platform. We have multiple features such as an API, database, and an administration tool for our own interface. We have a provider tool for facilities to update their data within the database. People can find resources on our web page, web application, and an iOS and Android app. We continue to work with them and have found it more effective and efficient to use them as a virtual outsourced department.
Tom Goddard's Review Sourced from Google
We are a consulting firm that specializes in working with healthcare organizations who are seeking to become accredited, stay accredited, or are working with particular healthcare legal compliance issues that we specialize in. The management of a typical accreditation process is complex for both the applicants and consultants providing them with help, so we wanted technology to help simplify and clarify that process.The Development Factory developed and designed two important pieces of software for us that have gone through multiple iterations over the years. The most important is an online project management platform that has all of our resources in one place and allows us to have secure communications with our clients and exchange documents and feedback important to the accreditation process. The platform also provides dashboards for our clients that allow clients to track their process and see how they're doing based on our scoring system that scores any documentation that will be sent to accreditation organizations.The second piece of software TDF built is a training program called AccrediTrain. We had a training software before, but they built a new self-service version that is completely automated, allowing a client to schedule a training for their employees without having to involve any of my staff.As a result of the work TDF did for our firm, we are now able to handle a larger number of clients with the same number of staff, helping us to increase our revenues by a factor of four.Beyond that, the reactions to our platforms have been outstanding. Just recently a new client was having her first experience with Goldfinch and she said it was just amazing. Another client of ours is a competitor and asked us for help on a project. This is an organization that has a particularly sophisticated knowledge about the accreditation process, and their CEO and president was very impressed by our software platforms.They really listened to our description of what we do and how we do it and then turned that into software that quite beautifully captures what we do and how we do it. They clearly care about us and our satisfaction.
Shawn Wehan's Review Sourced from Google
The Development Factory has been fundamental to our growth and overall development of the Givsum platform. They’ve eliminated 95% of bugs and improved the overall user experience. The team has been a great long-term collaborative partner for coding and UX/UI. High-quality designs and added features have increased the site’s potential. Highly recommended!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsData Analytics & AI Operationalization Company
Straive is a global leader in operationalizing enterprise AI across industries. With deep domain expertise spanning CFAs, MBAs, and PhDs, and over 100 AI accelerators, we deliver measurable impact and 35x ROI for our clients...
Top Services:
- AI Development
- Software Development
- Cloud Consulting
- Big Data Analytics
- IT Services
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $500/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsStraive Services
Data sourced from the agency's DesignRush profileHealth Care Industry Education Industry Manufacturing Industry
Challenge, Change & Conquer with World-Class Rebels.
In the ever-evolving digital landscape, Busy Rebel emerges as more than just a consulting and software development agency. We are the strategic ally for visionaries ready to defy norms, the trailblazers reimagining whats possible...
Top Services:
- Software Development
- Mobile App Development
- CRM Consulting
- Staff Augmentation
- IT Services
- Show more
- Location
- Krakow, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsBusy Rebel Services
Data sourced from the agency's DesignRush profileDigital Journal Bloomberg The Irish Times
Busy Rebel Reviews & Testimonials
Ala Rożek's Review Sourced from Google
I wholeheartedly recommend cooperation with REBEL! trouble-free communication, the sweatshirts were delivered to us in less than 3 weeks after the end of the pre-sale. the sweatshirts are very warm, made of great materials, the embroidery is perfect in every detail!🫶🏻
Weronika Łukaszczyk's Review Sourced from Google
I had the opportunity to work with REBEL on behalf of the student government, and I highly recommend them! Communication with the company is seamless. The graphics for the embroidered sweatshirts were meticulously crafted, in accordance with all our suggestions. The sweatshirts are of very high quality and have beautiful colors. Both students and faculty were very pleased after seeing the sweatshirts in person (so much so that we had to order a few more – which REBEL produced and delivered promptly 😀). I highly recommend them!
Konrad Grubba (NonoJackk)'s Review Sourced from Google
High quality clothing at a good price and impeccable customer service. Any reservations about the product the company is able to quickly correct. In addition, contact with the customer on a very friendly, relaxed level! I recommend!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCoReco 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
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCoReCo Technologies Services
Data sourced from the agency's DesignRush profilemobal.io BoConcept VaccinDirekt
CoReCo Technologies Reviews & Testimonials
Vedant Shimpi's Review Sourced from Google
I have been to CoReCo a couple of times.I loved the ambience, aesthetics and people.Honestly, it feels like home...
Omkar Nanaware's Review Sourced from Google
I visited CORECO Company as part of an industrial visit organized by DY Patil College ACS. The visit was very informative and well-managed. The company staff explained their working process, technologies used, and organizational structure clearly and patiently.We gained practical knowledge about how theoretical concepts are applied in real-world industry environments. The interaction session helped us understand industry expectations, work culture, and career opportunities. Overall, the visit was a valuable learning experience and enhanced our understanding of the corporate and technical world.
Sarthak Gholap's Review Sourced from Google
I joined CoReCo Technologies as a Software Engineer Intern for the period 15 July 2025 to 30 November 2025, and my overall experience has been very positive. Even though it was an unpaid internship, the learning I received was extremely valuable.The company gave me clear instructions, real responsibilities, and exposure to full-stack development in the MERN stack. I worked from the Pune office using my personal laptop, and the team was very supportive throughout the internship.The working environment is professional, and the NDA policies and processes are strictly followed, which gave me a real understanding of how corporate-level projects work.I also appreciate that the management was approachable, and any disputes or issues were handled transparently and fairly.Overall, this internship helped me grow technically and professionally. I would recommend CoReCo Technologies to students who want real industry experience and hands-on development work.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
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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.





