Explore vetted big data companies to turn your data into actionable insights and make smarter business decisions. Partner with US-based big data companies for secure and accurate data management and advanced analytics that facilitate growth.Â
Best Indiana Data Analytics Company Rankings
17 Companies - Rankings updated: April 03, 2026
We evaluate every agency on DesignRush according to expertise credentials and client satisfaction ratings. Some placements are sponsored.
FUELING DISRUPTION
We're EffectiveSofta custom software development company delivering effective digital solutions. Whether it's new product creation or scaling and maintaining complex systems, we empower businesses to grow and disrupt their industries. [... see all EffectiveSoft reviews ]- Location
- Fort Wayne, Indiana
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 29 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsEffectiveSoft Services
Comprehensive analysis done by DesignRush Agency Experts.Clients and Projects
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IT Services Project for Fintech Company Trade Execution System
Reviews verified by DesignRush and sourced from the agency's profileEffectiveSoft Reviews & Testimonials
Software Development Review from Philipe Araujo
We have had a highly positive experience utilizing EffectiveSoft's staff augmentation services for our Business Analyst and Quality Engineer needs. The professionals provided were not only highly skilled and knowledgeable but also integrated seamlessly with our existing team, requiring minimal ramp-up time. Their expertise in their respective fields significantly enhanced our project's efficiency and overall quality. We confidently recommend EffectiveSoft for any organization seeking top-tier talent to augment their teams and drive successful project outcomes.
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Software Development Review from Sasja Ihn Christensen
Maersk Broker is pleased to provide this reference letter for EffectiveSoft, our trusted collaborator for complex web projects. From the initial stages of our projects, the team at EffectiveSoft demonstrated a deep understanding of our requirements and have been apro-active part of any problem-solving process. The team of offshore developers has been well-run through their lead developer, and we have only experienced a professional approach to our projects, as well as a pleasant and trust-based collaboration = between all members in the EffectiveSoft team and our own team. EffectiveSoft has furthermore proved to be highly flexible, adapting to our evolving needs and delivering reliable results under shifting circumstances and shifting priorities. They have furthermore been very quick to find and add the necessary resources to the team when needed, and we have only experienced professional and highly skilled consultants. This has also made on-boarding into projects faster and more efficient.In conclusion, it has been a pleasure working with EffectiveSoft, and I have no doubt that they will continue to be an asset to any collaborators in the future, adding value through their professionalism, dedication and understanding of business needs.
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Software Development Review from Matt Hobbs
I am writing to recommend EffectiveSoft, a technology consulting company that has been providing services to Canopy for the last four years. During this time they have consistently demonstrated professionalism, expertise, and a strong commitment to meeting deadlines for our business outcomes.. Canopy’s mission is to improve the financial resilience of UK renters, and support the Agents and Landlords they rent from with our powerful referencing platform. EffectiveSoft has been a key partner, working with us to deliver our product and engineering roadmaps as we continue to grow and scale. Their skilled team of engineers has worked to understand our unique product needs and deliver quality platform increments following agile principles.One of the most impressive qualities of EffectiveSoft is their ability to respond flexibly to our changes in direction, and meet evolving delivery deadlines, overseen by Kirill Makarenko, our technical project manager. Kirill and the team’s strong work ethic, capability and diligence has been crucial in the successful execution of our projects. It is rare to come across an external development team that remains steadfast in its commitment to service standards and business continuity, and here EffectiveSoft have excelled. Based on our experience, I would highly recommend EffectiveSoft for any organisation seeking technology delivery services. Their dedication, responsiveness, and commitment to delivering results make them an invaluable partner.
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Data sourced from the agency's DesignRush profileCITY INDEX TruBridge CNote Plato Intelon Optics InCheq Nissin Foods Soutron Ltd. BullionRock InContinuum
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. [... see all Azumo reviews ]- Location
- Fort Wayne, Indiana
- 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
Reviews verified by DesignRush and sourced from the agency's profileAzumo 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.
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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.
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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.
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Data sourced from the agency's DesignRush profileDiscovery Channel Meta Zynga Jostens Assembled Brands NGL NCSoft Twitter Horoscope.com Bento
Don't just grow, soar.
Americaneagle.com is essentially a one-stop shop offering a comprehensive range of options for anyone wishing to thrive in their online pursuits. A family-owned, privately held business with a proven track record of success and reliability is Americaneagle.com. [... see all Americaneagle reviews ]- Location
- Fort Wayne, Indiana
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $175/hr
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAmericaneagle Services
Reviews verified by DesignRush and sourced from the agency's profileAmericaneagle Reviews & Testimonials
Digital Marketing Review from Jason Daniel
Information Technology's role has evolved to be a partner in enabling new capabilities to achieve business goals. This digital transformation project exemplifies the business and technology teams working together to transform how we engage with our customers. Using these modern solutions and integrating them enabled new capabilities for an omnichannel experience for our customers while providing our team members with a 360-degree view of the customer.
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Web Design Review from Nick Scarpino
Americaneagle.com has a seamless process from project ideation through completion. I found a lot of value in the system they have for mocking up the site during the design phase. Seeing the site on a mobile device and a desktop computer at that stage in the process was critical.
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Sitecore Review from Suzanne Hendery
We strive to deliver a patient-first experience, enabling us to deliver individualized experiences for our partners, patients, and community. Working alongside our implementation partner Americaneagle.com for our Sitecore-powered digital transformation has proven to be a valuable strategic decision for our organization.
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Data sourced from the agency's DesignRush profileAmerican Payroll Association State Electric Portillo's CTA
Solving hard software problems
Six Feet Up helps purpose-driven visionaries solve hard problems by crafting superior and lasting software solutions. [... view Six Feet Up profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- Under 49
- Average Hourly Rate
- $200/hr
- Portfolios Count
- 16 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSix Feet Up Services
Comprehensive analysis done by DesignRush Agency Experts.Clients and Projects
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Big Data Analytics Project for Software & IT Services Company Unlocking Value from Raw Time Series Signals 
Big Data Analytics Project for Software & IT Services Company Extracting Gold from Millions of Datapoints 
Big Data Analytics Project for Health Care Company Building a Big Data Pipeline With Cloud Native Tools
Reviews verified by DesignRush and sourced from the agency's profileSix Feet Up Reviews & Testimonials
Dani Adams's Review Sourced from Google
We partnered with Six Feet Up to redesign our Excel-based academic program review process into a modern, intuitive web application. From the start, their team was collaborative, thoughtful, and responsive — guiding us through everything from requirements gathering to development.The new system replaced shared spreadsheets with a secure, cloud-native platform featuring real-time dashboards, automated program flagging, and role-based access. The feedback from users has been overwhelmingly positive — it’s easier to use, more reliable, and far more impactful.
Show moreMathias Leimgruber's Review Sourced from Google
We hired Six Feet Up to help us set up a Kubernetes environment integrated with Plone and various services, including Elasticsearch. They were tasked with creating a system with backup and monitoring capabilities that would eliminate the need to hire a full-time system engineer. Their technical expertise and project management were exceptional—despite being a small client, they made sure we stayed on track by proactively following up and keeping us informed. The project was delivered on time, and the system is already being used daily by 30-80 users. I also appreciated how they managed communication via Slack and GitHub, which kept everything streamlined and efficient.Overall, Six Feet Up exceeded our expectations. They demonstrated deep technical knowledge and provided great value for money, even with a higher hourly rate. Their positive attitude and attention to detail made the working relationship enjoyable, and I would happily recommend them to others. In fact, I’ve already referred them to a company in Germany and to my sister-in-law’s IT business. I rate them 5 stars across the board for quality of service, timeliness, cost, and overall experience.
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Data sourced from the agency's DesignRush profileCapital One NASA Purdue University UNEP (United Nations Environment Programme)
Power BI Consulting That Lets You Have a Conversation With Your Data
P3 Adaptive specializes in Power BI consulting, helping organizations turn data into actionable insights. Their team designs dashboards, data models, and reporting solutions that enhance business intelligence and improve decision-making. [... view P3Adaptive profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- Under 49
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsP3Adaptive Services
Data sourced from the agency's DesignRush profileRetail Industry Consumer Goods Industry Corporate Services Industry
From Data to Decisions Intelligent, Trusted, Delivered.
Onebridge is a full-lifecycle data & analytics consultancy helping enterprises especially in healthcare, life sciences, manufacturing, financial services and government turn complex data into actionable insights, modern data platforms, and scalable BI/AI solutions. [... view Onebridge profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- 250 - 499
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsOnebridge Services
Reviews verified by DesignRush and sourced from the agency's profileOnebridge Reviews & Testimonials
Royal Oak PAC's Review Sourced from Google
Twice I had interviews scheduled with their recruiter (they approached me) and both times they were no shows. Incredibly unprofessional and disrespectful.
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Data sourced from the agency's DesignRush profileHealth Care Industry Retail Industry Manufacturing Industry
Enterprise-Level Custom Software Development
Aptera is a custom software development company which specializes in developing programs, websites, and mobile apps for enterprise-level companies. The company has worked closely with many different businesses and has successfully helped its clients move forward with all of their digital pursuits. [... view Core BTS profile ]- Location
- Fort Wayne, Indiana
- Number of Employees
- 50 - 99
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCore BTS Services
Reviews verified by DesignRush and sourced from the agency's profileCore BTS Reviews & Testimonials
Corey Rader's Review Sourced from Google
An awesome company that gives back to Fort Wayne. Their kindness and skill is sometimes hard to find.
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Data sourced from the agency's DesignRush profileZip's Nashville Wraps The Papers Nucor Tenet Health VolCorp Do it Best PHP Franklin Electric Red Gold Tomatoes
Collaborating for Lasting Impact in Business Consulting
Join us at Deloitte, where we believe that our collective influence is the cornerstone of our value. With a rich legacy spanning over 175 years and a global network encompassing 150 countries, we empower remarkable achievements, solve complex problems, and drive meaningful progress for clients, professionals [... view Deloitte profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- 1000 & Up
- Portfolios Count
- 6 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsDeloitte Services
Comprehensive analysis done by DesignRush Agency Experts.Clients and Projects
View Full Portfolio-thumb-webp.webp)
Big Data Analytics Project From Disconnected to Delivered -thumb-webp.webp)
System Integrator Project Inefficient Synched Connected Optimized Unleashed
Reviews verified by DesignRush and sourced from the agency's profileDeloitte Reviews & Testimonials
InlineAdam's Review Sourced from Google
So sphiscated accounting systems I must say. For what? Never saw an irs payable in any return they asked me to prepare although I’m no licensed accountant. No names no whistle just a honest google review. Makes me wonder what an accountant does, cooking books or AICPA reporting them. No mark up in my basis. The roc building is beyond comprehension though, they even do SNL up or down stairs never got to see a show so I don’t know
Show moreModernfoldStyles, Inc.'s Review Sourced from Google
We are proud to have been able to offer a beautiful Modernfold panel recovery job to give the walls a facelift to complete newly renovated meeting rooms at Deloitte in Rockefeller Plaza. Deloitte has always been such a great and dear client of ours! We look forward to continuing to work together in the future!
Show moreAlex Stackhouse's Review Sourced from Google
Deloitte completely failed implementation of Army IgnitEd, which led to thousands of service members paying out of pocket for education expenses. The circus that we watched unfold leaves me with zero confidence in the services that this firm provides.
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Data sourced from the agency's DesignRush profileFinancial industry Government Sector IT industry Manufacturing industry Telecommunications industry
Custom Software That Works in the Real World
SoftDoes builds custom software, AI, and web applications for mid-market companies that need enterprise-grade results without the overhead of an in-house team. U.S.-based leadership. Full IP ownership. No lock-in. [... view Soft Does profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $75/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 1 Project Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSoft Does Services
Data sourced from the agency's DesignRush profileAltera Brizacorp Color and Harmony FMY Orthodontics
Innovative Software Solutions
DelMar Software Development builds custom applications for mobile, web, desktops, and cloud servers. [... view DelMar CMS profile ]- Location
- Lafayette, Indiana
- Number of Employees
- 50 - 99
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsDelMar CMS Services
Data sourced from the agency's DesignRush profileFieldWatch EventLink Gardner Institute
Unlock the Power of Your Data.
Atrium empowers your business to make smarter decisions by optimizing everyday systems like Salesforce, Tableau, and Snowflake. Our solutions enhance data-driven decision-making processes, ensuring you maximize the potential of these powerful platforms. Partner with Atrium to elevate your system's performance [... view Atrium profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- 250 - 499
- Minimal Budget
- $10,000 - $25,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAtrium Services
Data sourced from the agency's DesignRush profileConfluent Medidata Solutions Newrez Twilio Robert Half
Banking Software Solution
Design & rapid prototyping for human-centered, values-based financial technology. We believe doing is one of the best forms of thinking. [... view Trabian profile ]- Location
- Fishers, Indiana
- Number of Employees
- 50 - 99
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTrabian Services
Data sourced from the agency's DesignRush profileViva First PSCU BillGo
We make legacy patient, employee, and business records accessible, usable, secure, and compliant.
For healthcare organisations, Harmony Healthcare IT is a data management company that transports and saves patient, employee, and business records. Vital information is stored and managed in a way that maintains it accessible, releasable, useable, interoperable, secure, and compliant to better healthcare [... view Harmony Healthcare IT profile ]- Location
- South Bend, Indiana
- Number of Employees
- 100 - 249
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsHarmony Healthcare IT Services
Reviews verified by DesignRush and sourced from the agency's profileHarmony Healthcare IT Reviews & Testimonials
Joe Ponder's Review Sourced from Google
The Harmony HIT team is top notch. They understand the unique complexities of clinical and back office solutions in a manner that very few organizations do. Their Health Data Archiver solution offers seamless integration into historical records, ensuring that clinicians have access to the longitudinal patient record as needed. Great org!!
Show moreKaren Lewis's Review Sourced from Google
I would not recommend this company to anyone. Took 5 months to deliver a somewhat useable product. The contract said they would take 2 months to provide a completed product.They knew for fact that they were working with a complex situation since there were a few offices extracting data from the same source. After 3 months they told us this was causing many problems for them that they didn't anticipate. They had many excuses along the way BUT did not reach out to us unless I and our EHRR vendor badgered them with phone calls and emails. I ultimately had to involve the CEO in order to get anything done.Because of their 3 month delay and unstable product we are still not able to use the EHRR program we purchased at the beginning of the year.They've never once tried to compensate for anything.
Show moreIDGirl77's Review Sourced from Google
Harmony Healthcare IT is a very fun place to work. Everyone here is so talented and creative. Teams are working to problem solve and develop new product enhancements to make our customer's lives better, there are opportunities for professional development and company paid education, and most of all the people are amazing. It makes all the difference to work with great, kind people!
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Data sourced from the agency's DesignRush profileSmall Business Industry Fintech Industry Healthcare Industry
Powering Technology Innovation
Aunalytics brings together the best of human intelligence and leading digital technologies to transform business challenges into flexible, scalable solutions, measured by definable business outcomes. [... view Aunalytics profile ]- Location
- South Bend, Indiana
- Number of Employees
- 250 - 499
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAunalytics Services
Reviews verified by DesignRush and sourced from the agency's profileAunalytics Reviews & Testimonials
Rob Genis's Review Sourced from Google
Over priced for what you get, employees are not put in postions due to knowledge but who you know. I don't see them around in the next 5 years. There are other and better players in this industry that will deliever what is expected. Go elsewhere.
Show moreDr. Matthew Bennett's Review Sourced from Google
Ryan Durham is very knowledgeable with computer/IT stuff! I would definitely trust her and Kinetic IT to take great care of your computer needs.
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Data sourced from the agency's DesignRush profileIT Industry Financial Industry Real Estate Industry
Tailored Information Technology Solutions
Keller Schroeder is an employee-owned, information technology consulting services firm, and a value-added reseller and systems integrator of hardware and software products. [... view Keller Schroeder profile ]- Location
- Evansville, Indiana
- Number of Employees
- 100 - 249
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKeller Schroeder Services
Reviews verified by DesignRush and sourced from the agency's profileKeller Schroeder Reviews & Testimonials
Carrie Lynn's Review Sourced from Google
I contacted their office several weeks ago to request a consultation on some IT concerns I had with the office that I manage. The person took my information and said someone would call me but no one ever followed through. I was disappointed because they were highly recommended.
Show moreBryan Blubaum's Review Sourced from Google
I have worked with Keller Schroeder resources for years at a previous employer and now can say I am proud to work for this company.I would highly recommend Keller Schroeder's services and/or KS as an employer.
Show moreMichael Miller's Review Sourced from Google
Couldn't ask for a better group of proactive experts! If you have questions, Keller Schroeder has your answers.
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Data sourced from the agency's DesignRush profileIT Industry Marketing Industry Small Business Industry
Turning Ideas Into Exceptional Digital Solutions
CodeClouds is your one-stop shop for everything Web, eCommerce, CRM, CMS, and Design. We have more than 500+ members in the US, New Zealand, India, and Australia [... view CodeClouds profile ]- Location
- Fort Wayne, Indiana
- Number of Employees
- 500 - 999
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCodeClouds Services
Reviews verified by DesignRush and sourced from the agency's profileCodeClouds Reviews & Testimonials
Jack Clairmont's Review Sourced from Google
CodeClouds has been an exceptional partner in all our software development projects. Their clear communication and swift turnaround times have consistently exceeded our expectations. We appreciate their dedication and look forward to continued collaboration
Show moreJR Borgia's Review Sourced from Google
We stumbled in our business and used many people until we found CodeClouds. They are professional, reliable and extremely knowledgeable. They will save you time and money. I highly recommend.
Show moreBryce Neff's Review Sourced from Google
Love the work Spencer and his team does over at Code Clouds. These are the go-to guys for all things development. They do great work consistently, and always deliver on time! Couldn't recommend a better group to work with.
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Data sourced from the agency's DesignRush profileIT Industry Marketing Industry Small Business Industry
Unlocking Intelligence Elevating Performance
The AI race is won by moving from pilots to production, from promise to performance. Fluidic Intelligence is how we help you unlock that momentum and sustain it at scale. [... view Nagarro profile ]- Location
- Indianapolis, Indiana
- Number of Employees
- 1000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNagarro Services
Data sourced from the agency's DesignRush profileCrohns & Colitis Foundation Palfinger New Mexico State University (NMSU)
Why People Trust DesignRush
Rated 4.8 on Google and 4.7 on Trustpilot, DesignRush Agency Directory is a reliable resource for finding big data companies. We owe this to our executive selection team, which follows a strict screening process when featuring agencies on the platform, assessing key performance indicators, like portfolio, client reviews, and industry reputation.
Sources
DesignRush sustains a directory of over 40,000 agencies categorized by service category, location, expertise, and reviews. We build our database in two ways:
- Our dedicated team of agency experts actively searches the web for top-performing companies. We then pull information from their websites, online presence, and client testimonials to verify their status and qualifications prior to listing.
- The agencies listed get notified of their profiles on the website and they can choose to claim it or not, which suggests their availability for more collaborations.
Agencies can also reach out to DesignRush and must go through the verification process prior to being listed.
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. Â
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.Â
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.Â
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.Â
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.Â
What are the top-rated big data companies on DesignRush in 2025?
In 2025, the top-rated big data companies on DesignRush include:Â
What core and specialized big data services do these companies provide?
These companies provide the following core and specialized big data services:Â
- Data integrationÂ
- Predictive analyticsÂ
- Customized reportingÂ
- Data visualizationÂ
- Artificial intelligence (AI) and machine learning (ML) training and integrationÂ
- Real-time analyticsÂ
- Data governanceÂ
- Business intelligence consultingÂ
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. Â
However, the final cost will be determined by the organization's data complexity and volume, technology and infrastructure, industry-specific requirements, and service model.Â
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.Â
However, the exact length of time will depend on the organization’s goals and KPIs, data maturity level, and user adoption rates.Â
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:Â
- Industry certifications, awards, and recognitionsÂ
- Case studies and recent projects that show experience in your industryÂ
- Positive client feedback and testimoniesÂ
- Strong data governanceÂ
- Knowledge of the latest tools and best practices, such as AI/ML, SQL, and PowerBIÂ
- Cultural alignment and a transparent and collaborative approachÂ
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:Â
- Missing certifications, awards, and recognitions that prove its data analytics expertiseÂ
- Insufficient experience in your industry, type of data, and technological infrastructureÂ
- 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 regulationsÂ
- 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:Â
- Can you provide examples of projects you've completed in our specific industry or with similar data types?Â
- How do you ensure data quality and accuracy throughout the analytics process? Â
- What is your approach to data integration with existing systems?Â
- What is your approach to knowledge transfer and training for our internal team?Â
- How will you ensure that the insights generated are actionable and integrated into our decision-making processes?Â
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. Â
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.Â
Which tools, databases, and platforms do top big data companies use?
Top big data companies use the following tools, databases, and platforms:Â
- Programming languages: SQL, NoSQL, Python, Java, ScalaÂ
- Big data processing tools: Hadoop, Apache Spark, Kafka, Flink, StormÂ
- Data mining: RapidMiner, PrestoÂ
- Data storage: Snowflake, MongoDB, BigQuery, Oracle, IBM, SAP HANAÂ
- Data management: Talend, Informatica, Apache Airflow, Apache ZookeeperÂ
- Data governance: Collibra, Informatica Axon, AlationÂ
- BI tools: Microsoft BI, TableauÂ
- Cloud platforms: AWS, Google, Azure, ClouderaÂ
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.Â
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.Â
About The Author and Expert Reviewer
Selina Garcia has authored 500+ articles and edited 50+ published books in economics, law, and history. Her unique blend of experiences allows her to approach content creation from a well-rounded perspective. Currently, Selina applies her expertise to producing insightful articles on IT, software, and applications for DesignRush.
Robin Fishley is a digital professional with over 20 years of experience in programming, website architecture, and data optimization. Twice honored as Most Innovative Employee at his previous agency, he excelled in leadership roles across SEO, research, analytics, and strategy. At Saatchi & Saatchi, where he was the Director of Search and Data, he developed a successful Big Data analysis tool and provided expert consulting for renowned clients like P&G, Toyota, and VISA. A valuable asset to DesignRush, he used his technical background to drive success for the company's digital initiatives.
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