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 ReviewsWeb and Mobile Development Agency
We build web and mobile applications for tech startups and enterprises...
Top Services:
- Software Development
- Web Development
- eCommerce Development
- WordPress Website Design
- UI/UX Design
- Show more
- Location
- Beirut, Lebanon
- Number of Employees
- Under 49
- Average Hourly Rate
- $300/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 17 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCloud Systems Services
Data sourced from the agency's DesignRush profileUNDP Near East Foundation Mercy Corps Expertise France Chemonics
Cloud Systems Reviews & Testimonials
Alaa Aoun's Review Sourced from Google
Highly recommend this software company! Their team is incredibly knowledgeable and dedicated to providing top-notch solutions. From start to finish, they exceeded our expectations with their professionalism and expertise. The software they developed for us has streamlined our processes and improved our efficiency tenfold. Excellent customer service and ongoing support. We're thrilled with the results and look forward to continuing our partnership with them.
Ali Abdullah's Review Sourced from Google
I had an amazing experience with Cloud Systems! They provided exceptional cloud solutions tailored to my company's needs. The team's professionalism, expertise, and outstanding customer service made the transition seamless. I highly recommend them.
Yasmine Hamdar's Review Sourced from Google
Cloud Systems is one of the best software engineering companies in Lebanon -- very professional, on time, and dedicated team.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews15 Plus years of Drilling Data Analytics Experience
AKM ENTERPRISES INC. of is a leading provider of SaaS-based big data software solutions, mining billions of data points (human and machine) to make oil and gas companies an Agile Enterprise...
Top Services:
- Big Data Analytics
- Location
- Houston, Texas
- Number of Employees
- 100 - 249
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAKM Enterprises Services
Data sourced from the agency's DesignRush profileOXY Marathon Oil Antero Resources
Designing. Building. Delivering
High Digital is a Cyber Essentials certified and ISO/IEC 27001 accredited data product developer.We design, build, and deliver data products. We adopt a collaborative and agile approach to cover all areas from product planning and design to UI/UX, development, delivery, and support...
Top Services:
- Software Development
- AI Development
- Big Data Analytics
- UI/UX Design
- Cloud Consulting
- Show more
- Location
- London, United Kingdom
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsHigh Digital Services
Data sourced from the agency's DesignRush profileThe Marketing Practice Kingpin Communications 195 Demand by Agent3 Drop Secure Arch
Powering Business Intelligence with AI-Driven Data Support
Data-Entry-India.com is a global Data & AI operations partner. Serving 3,850+ clients across 50+ countries, we specialize in enterprise data operations, AI training data services, digital commerce data support, data research and intelligence services, and document and content-related support...
Top Services:
- Big Data Analytics
- BPO
- AI Development
- Managed Services
- Business Consulting
- Show more
- Location
- New Delhi, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsData-Entry-India.com Services
Data sourced from the agency's DesignRush profilePepsico Expedia Nielzen Corzen
Data-Entry-India.com Reviews & Testimonials

Data Entry Review from Alex M.
Our team was overwhelmed with the large volume of raw data we had to process daily. Data-Entry-India.com stepped in and alleviated this burden by efficiently and quickly processing this data into a structured format. By taking care of data cleaning and validation, their team allowed us to focus on core tasks involving data analysis and decision-making, significantly boosting our productivity.

Data Entry Review from Carlos R.
We needed a reliable service provider who could scrape travel deals data from various websites for our company. We are glad that someone recommended Data-Entry-India.com to us. Their team understood our requirements and provided us with structured and accurate data from specified web sources. Their expertise in handling complex scraping projects has made a significant impact on our operations.

Data Entry Review from James P.
We needed thousands of street photos labeled for our self-driving car project. The team of Data-Entry-India.com provided us with high-quality labeled datasets by annotating over 5000 images on CVAT in half the time we expected. Their work helped us improve the accuracy of our object detection algorithm significantly.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsElevating Custom Software with AI Innovation.
At SoftIQo, we fuse AI with custom software to meet your business needs. Our blend of software expertise and business acumen ensures a boost in both your productivity and profitability. Our areas of Expertise are AI and Commerce Platforms. Though we are very capable and comfortable in most software domains...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- eCommerce Development
- Big Data Analytics
- Show more
- Location
- Coimbatore, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $49/hr
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSoftIQo Services
Data sourced from the agency's DesignRush profileSP Apparels Angel & Rocket Crocodile Clothing Sharp Garuda Equipments Ventura Pumps Clientown Ralu. Coup AI
Custom Business Software
ProcessIT build Bespoke or Custom Software to match your unique business processes, just for you. You know your Business, we know Software. Tell us what you need & we'll build & adapt your logic into a full computer program so you can accurately manage, track and control your business.Save substantial...
Top Services:
- Software Development
- Business Consulting
- Web Design
- Mobile App Development
- Cloud Consulting
- Show more
- Location
- Hastings, New Zealand
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
- Portfolios Count
- 2 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsProcessIT-Custom Software Services
Data sourced from the agency's DesignRush profileWilton Joubert Limited Account Collections Alexander Construction Hill Nurseries Limited Patton Engineering Lindisfarne Collage Auckland Independantly Qualified Persons Cedenco Foods New Zealand Ltd Rotorua Forest Holdings NZ Federation of Amateur Winemakers & Brewers
We Design, Develop and Deliver.
At Cinnova, we treat your business as our own, combining design-thinking, engineering, and business acumen to solve complex challenges. Our flexible engagement models ensure tailored solutions that drive growth and efficiency...
Top Services:
- Web Development
- Mobile App Development
- Software Development
- UI/UX Design
- Web Design
- Show more
- Location
- Cincinnati, Ohio
- Number of Employees
- 100 - 249
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCinnova Technologies LLC Services
Data sourced from the agency's DesignRush profileUniversity of Cincinnati HP ProCamps Worldwide
Cinnova Technologies LLC Reviews & Testimonials
Kyle Neely's Review Sourced from Google
Sketchy method of cold calling to get leads by claiming they talked to someone else at my org that they did not in fact talk to. Called on my personal cell phone. Would not do business with them if the engage this this type of misleading lead generation.
First's Review Sourced from Google
Sketchy people would be a polite way to put it.Kept sending advertisements to a general email box, I responded asking to unsubscribe, they started sending those advertisements to the email from which I responded.I wouldn't trust these people to do anything.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Challenges, Our Solutions
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
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTEBOTronic Services
Data sourced from the agency's DesignRush profileBoutique Industry Construction Industry Consumer Goods Industry
Knowledge is our strength.
Kastech Software, based in Houston of Texas, United States of America, is a pioneer in offering various software services with special reference to AR/VR, ERP, and Oracles PeopleSoft...
Top Services:
- Staff Augmentation
- Software Development
- Big Data Analytics
- Business Consulting
- Show more
- Location
- Richmond, Texas
- Number of Employees
- 1000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKastech Services
Data sourced from the agency's DesignRush profileThe City of San Diego Cellux KPMG
Kastech Reviews & Testimonials
Pete Zing's Review Sourced from Google
I will give a negative 5 if there is an option available!!! They are literally time wasting team and provide all fake information until they get the resume and after that no response and even if you follw-up, they say there are better candidates with low rate and not considered your resume. I think they take the content from the resumes collected and prepare another resume from their pool of resources to submit to customer.. Very very very unprofessional and unethical recruiting team.. they wasted lot of my time and were quiet without saying anything..Do not entertain any of the emails or calls from these guys.
Love Yet's Review Sourced from Google
Used to be a good company. Unfortunately they have since changed and dropped the ball. Don’t recommend
Raghu .R's Review Sourced from Google
They will call you multiple times and finally will say position on hold , after collecting documents. Please be professional!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCrafting Digital Commerce Where Innovation Meets Integrity
Classy Llama Studios is a full-service eCommerce and digital-commerce agency specializing in building, optimizing, and scaling online stores. With deep technical expertise and a client-first approach, we deliver custom web development, commerce solutions, integrations, and marketing all aimed at growing your...
Top Services:
- eCommerce Development
- ERP Consulting
- Big Data Analytics
- Software Development
- CRM Consulting
- Show more
- Location
- Springfield, Missouri
- Number of Employees
- 100 - 249
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsClassy Llama Services
Data sourced from the agency's DesignRush profileAgriculture Industry Automotive Industry Manufacturing Industry
Classy Llama Reviews & Testimonials
Reliability Concepts's Review Sourced from Google
Chandler, Ben, Michael and the entire team at Classy Llama were great to work with. Not only did they build us a great, modern-looking ecommerce website but they provided, and continue to provide, incredible service and support. We would highly recommend.
Webman - shopify development's Review Sourced from Google
Classy Llama did an excellent job with our Shopify store. The team was professional, easy to work with, and very knowledgeable. They understood our needs clearly and delivered a store that looks great and works perfectly. Communication was smooth throughout the project, and they made the whole process simple and stress-free. Highly recommend their Shopify expertise!
Robert Beaman's Review Sourced from Google
We have been working with Classy Llama since 2020 and have been very impressed with their technical expertise with our Adobe Magento websites. Very professional, easy to work with and extremely competent.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsThink Bold, Build Brilliant.
Resolve Digital brings a comprehensive suite of digital solutions to businesses of all sizes. Our team leverages over 35 years of combined experience in Web and App Development, Data Engineering, Analytics Insight and Hardware/Marketing Automation. Resolve Digital empowers businesses to streamline digital...
Top Services:
- Web Development
- eCommerce Development
- Web Design
- CRM Consulting
- Big Data Analytics
- Show more
- Location
- Surry Hills, Australia
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsResolve Services
Data sourced from the agency's DesignRush profileAllevia Health Diamonds On Richmond John Maxwell Leadership Foundation Stride Collective Nutshell Alex & Corban Home Store Root To Rise Les Mills Lily Design Golf Athletics
Resolve Reviews & Testimonials
Holly Marcella Deakin's Review Sourced from Google
Resolve did an amazing job of developing my website! They are a lovely team, and from conception to completion, really helped me get my business off the ground with an incredible website I'm proud to showcase to my clients. I would recommend them to anyone looking to setup their website and getting everything in place efficiently and effectively. Super grateful for their skills and ability to get everything setup and sorted so quickly. Thank you Resolve!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsEmpowering Businesses, Enriching Futures
Tejwaans Corporate Group Qatar: Your Strategic Partner for Business Success. We specialize in business setup, innovation, partnerships, and growth solutions. Trusted, ethical, and innovative.Tejwaans Corporate Group stands at the forefront of Qatar's dynamic business landscape, driving innovation, fostering...
Top Services:
- Business Consulting
- Market Research
- Branding
- Digital Marketing
- Big Data Analytics
- Show more
- Location
- Doha, Qatar
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTejwaans Corporate Group Services
Data sourced from the agency's DesignRush profileCorporate Services Industry Recreation & Travel Industry Restaurants Industry
Tejwaans Corporate Group Reviews & Testimonials
Rim B's Review Sourced from Google
It is with the deepest gratitude that we wish to warmly thank the entire Tejwaans team, and Mubashir in particular, who guided us from start to finish in setting up our company in Qatar and in obtaining our residence permits.Throughout the entire process, we benefited from impeccable support, unwavering availability, and exemplary professionalism. Every step unfolded in the best possible conditions, without the slightest difficulty, and at every moment we knew we were in trustworthy hands.Mubashir and his team truly take care of everything, from the formation of your company through to its renewal, and they can do so whether you hold a Western or a North African passport.Should you need it, they can also support you with opening your company's bank account.In short, they manage every formality on your behalf and take the entire burden off your shoulders.It is therefore without the slightest hesitation, and with complete confidence, that we recommend Mubashir and the entire Tejwaan team to anyone wishing to settle and do business in Qatar.Once again, our heartfelt thanks to Mubashir.
Sanif ur Rahman's Review Sourced from Google
We are running renting equipment company in Qatar and currently availing PRO services from Tejwaans Corporate Group and our experience so far is really wonderful. Their team is professional, responsive and very supportive. Special thanks to Mubashir Riaz for his continuous guidance.Highly recommended for reliable business services in Qatar.
muzammil shehzad's Review Sourced from Google
Exceptional service and flawless execution. The entire company formation process in Qatar was handled with professionalism, precision, and complete transparency. Every detail was managed seamlessly, and delivery was exactly as promised. A truly first-class experience—highly recommended.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Partner In Digital Transformation
ACME ONE is a Dubai-based technology consulting and software development company helping startups and enterprises build scalable digital products and modernize operations through high-performance software solutions...
Top Services:
- AI Development
- Web Development
- eCommerce Development
- Software Development
- Mobile App Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsACME One Services
Data sourced from the agency's DesignRush profileGenRe MMM Patagonia
Find Your Audience, Convert & Build Loyalty.
We believe marketing isn't about brand recognition and traffic generation, but it is about creating and optimizing the user journey through conversion. This pivotal section of the user journey is the point of action as this is where we drive return on investment. As your marketing agency, we don't stop at...
Top Services:
- Digital Marketing
- Web Development
- SEO
- UI/UX Design
- Digital Strategy
- Show more
- Location
- Crystal Lake, Illinois
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPoint of Action Marketing Services
Data sourced from the agency's DesignRush profileBadger Fulfillment Group Inc. Madison Corporate Group Lee n' Eddies Craiger Custom Design
Point of Action Marketing Reviews & Testimonials
Kristin Mital's Review Sourced from Google
I had an excellent experience working with Point of Action. Their team was professional, knowledgeable, and responsive throughout the entire process. They took the time to understand my business goals and developed a tailored marketing strategy that delivered great results.Overall, I highly recommend to Point of Action to any business looking for effective and results-driven marketing solutions. I look forward to continuing my partnership with them!
Steve Pac's Review Sourced from Google
Point of action made the process extremely simple and streamlined. From the moment I started working with them I knew they were the ideal fit for me and my website formation. I could not believe how awesome and professional my website looks. I would recommend them to anyone one hundred times again!
Zach Witt's Review Sourced from Google
We've been with POA Marketing for a few months now and it's been a really great experience! We've been in business for about 8 years now and up until recently we have not done much at all regarding SEO and overall marketing web presence. After working with Dani and Eliz for about 3 months, I'm blown away by how much we've accomplished so far! Already starting to notice our engagements go up with both our network and prospects, and also the data clearly shows it. Highly recommend this team to handle anything marketing related!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCreate smiles through great people and technology
Hexaware is a global technology and business process services company. Every day, Hexawarians wake up with a singular purpose: to create smiles through great people and technology. With offices across the world, we empower enterprises worldwide to realize digital transformation at scale and speed...
Top Services:
- IT Services
- Managed Services
- AI Development
- Software Development
- Cloud Consulting
- Show more
- Location
- Jersey City, New Jersey
- Number of Employees
- 1000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsHexaware Technologies Services
Data sourced from the agency's DesignRush profileMobility and alternative energy company Corporate legal services company Renowned hotel and hospitality chain Leading US based global airline
Hexaware Technologies Reviews & Testimonials
Saad Shaikh's Review Sourced from Google
Laid me off with no reason, they won’t stand up for you as MSP, won’t fire the manager who doesn’t show up most of the time but will fire people who show up on time and do their job right. Worse company to work with. Was promised to fined me a different position but never heard from themI worked for more than a year.
Harsh's Review Sourced from Google
Literally one of the worst companies that ever takes any interview. Asks technical questions that are completely irrelevant to the client requirements and are extremely rude and condescending, and also expect you to write coding solutions for their questions under 5 minutes. Next time their recruiters start calling me again, I’m blocking them
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWe Make Your Business Easy
Softhealer Technologies is a reliable business solutions provider with 11+ years of experience, 150 professionals, and Odoo Gold Partner status. We build secure ERP systems, AI tools, and custom web apps that help businesses improve operations and grow with confidence...
Top Services:
- AI Development
- Digital Marketing
- Big Data Analytics
- CRM Consulting
- ERP Consulting
- Show more
- Location
- Rajkot, India
- Number of Employees
- 100 - 249
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSofthealer Technologies Pvt. Ltd. Services
Data sourced from the agency's DesignRush profileMelchers Group Epsilon Logistics LLP HYA Parts ASD Auto Parts Billed Right Simero Ceramics Inteliwaves LensBest Royal Paints AUG Medical
Softhealer Technologies Pvt. Ltd. Reviews & Testimonials
Michal Kolasinski's Review Sourced from Google
We (hausa.at) are using multiple odoo addons from softhealer and they have also developed already two custom odoo modules for us.Communication is always friendly, precise and uncomplicated. All modules they delivered were developed in time, well tested and worked always out of the box without any further need for feedback/review. We will continue to use their services in the future and can highly reccomend this great team.
Sujata Damle's Review Sourced from Google
I am working with Urvi and team for at least 3 years. As a vendor for Kaustubha udyog, Pune.We implemented erp solution for all deprtments including accounting. Softhealer team helped us customizing code as per requirement from client.I would rate as excellent in your professional, prompt and helping approach
Billy Jeffs's Review Sourced from Google
The team at Softhealer customised an Odoo app for me which works perfectly, it took a lot of back of forth due to a lot of requriements my side but they got it right every time. I am planning on getting their help as an Odoo going developer for Odoo. Very confident in their ability and service.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsINNOVATE . CONNECT . INSPIRE
Leading the Future: Your Trusted Digital Transformation CompanyAccelerate innovation and growth with Orbio Solutions, a top digital transformation company delivering tailored IT solutions for sustainable success...
Top Services:
- Software Development
- AI Development
- Big Data Analytics
- IT Services
- IT Compliance Solution
- Show more
- Location
- Koramangala, India
- Number of Employees
- Under 49
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsOrbio Solutions Private Limited Services
Data sourced from the agency's DesignRush profileEMAAR Dubai Equine Hospital Delta Electronics Global
Big Data Analytics Specializations
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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.
















