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.

Oracle BI × Sort by: Top Rated ×
  • Top rated Artificial intelligence solutions company

    At Innovacio Technologies, we bring over 7+ years of experience in AI software (Generative AI, LLM, Machine Learning, Computer Vision, Chatbot etc.), app, and web development. Our expert team is dedicated to delivering innovative solutions that drive growth for your business...

    Top Services:

    • AI Development
    • Mobile App Development
    • Software Development
    • Staff Augmentation
    • VR/AR
    • Show more
    Location
    Boston, Massachusetts
    Number of Employees
    50 - 99
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    39 Projects Listed
  • ELEKS

    VerifiedVerified by the DesignRush team for authenticity and credibility.

    ELEKS, a trusted partner for guaranteed software engineering excellence, quality, and transparency.

    ELEKS is the partner of choice for many leading enterprises, SMEs and technology challengers. We help businesses elevate their value through custom software development, product design, QA and consultancy services.ELEKS is a trusted partner for guaranteed software engineering excellence...

    Top Services:

    • Software Development
    • Mobile App Development
    • Cloud Consulting
    • Cybersecurity
    • AI Development
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    12 Projects Listed

    ELEKS Services

    • Software Development
    • Mobile App Development
    • Cloud Consulting
    • Cybersecurity
    • AI Development
    • ERP Consulting
    • CRM Consulting
    • Product Design
    • Big Data Analytics
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts
    • Aramex
    • TAIT
    • Acino
    • GRTGaz
    • Autodesk
    • Blackboard
    • Havas
    • ESET
    • Eagle
    • teleologica
    Data sourced from the agency's DesignRush profile

    ELEKS Reviews & Testimonials

    • John Armstrong
      John Armstrong Founder, CEO & CTO at Civex
      5.0★

      Software Development Review from John Armstrong

      ELEKS was able to take our vision and help us deliver an app that empowers retail shareholders to make their voices heard. They’ve brought a depth and breadth of technical expertise and user experience design to challenge us on our assumptions on how people would want to interact with the app. From a mobile development perspective, we wanted to go to market with both an Android and an iPhone simultaneously.

    • Mark Battcock
      Mark Battcock Digital Communication Director at Imerys
      5.0★

      Software Development Review from Mark Battcock

      We are very happy with our ELEKS partnership; the dedication of the team is exceptional. We would certainly recommend ELEKS and would be happy to work with them again. In fact, they continue to be our partner for the 2nd phase of the CDX project to add even more customer services to the website.

    • Huntly Christie
      Huntly Christie CEO at Christie Lites
      5.0★

      Software Development Review from Huntly Christie

      What impressed me about ELEKS is the culture. There is a very strong culture of discipline and performance, and software is a profession where discipline is very important. Good software development can only happen with a strong work ethic, and I think the ELEKS team really understands that.

    Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
  • Turning Digital Ideas into Powerful & Lucrative Realities

    Wezom offers custom software development services, providing solutions that address business challenges, meet market demands, enhance internal operations, and stay up-to-date with the latest technologies...

    Top Services:

    • IT Services
    • Software Development
    • Mobile App Development
    • Web Design
    • eCommerce Development
    • Show more
    Location
    Chicago, Illinois
    Number of Employees
    250 - 499
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    27 Projects Listed
  • Your AI-powered Engineering Partner

    Instinctools is a leading AI and digital product engineering company with 25+ years of experience. Their services include AI-driven custom software development, advanced data analytics, and digital product engineering. Specializing in end-to-end AI integration, they help businesses harness the powe...

    Top Services:

    • Software Development
    • Web Development
    • Mobile App Development
    • Big Data Analytics
    • eCommerce Development
    • Show more
    Location
    Potomac, Maryland
    Number of Employees
    250 - 499
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    69 Projects Listed
  • Hybrid App Excellence For All Business Sizes

    Enterprise AI, Made Simple...

    Top Services:

    • Mobile App Development
    • Software Development
    • eCommerce Development
    • Web Development
    • Web Design
    • Show more
    Location
    Irving, Texas
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    39 Projects Listed
  • FUELING DISRUPTION

    EffectiveSoft is an AI-enabled product engineering company focused on digital products and enterprise systems. We combine software engineering, UX expertise, and AI capabilities to help companies build products that can adapt to changing requirements, integrations, and growth...

    Top Services:

    • Software Development
    • Mobile App Development
    • Big Data Analytics
    • AI Development
    • ERP Consulting
    • Show more
    Location
    San Diego, California
    Number of Employees
    250 - 499
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    29 Projects Listed
  • We build AI-native solutions and use AI to build software better, faster, smarter.

    Your AI and Data transformation partner.We help you unlock AIs value through the power of your data...

    Top Services:

    • AI Development
    • Staff Augmentation
    • Software Development
    • Big Data Analytics
    • Software Testing
    • Show more
    Location
    Atlanta, Georgia
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    11 Projects Listed
  • AI is easy. Systems are hard. We build systems.

    AI is easy. Systems are hard. We build systems...

    Top Services:

    • Software Development
    • AI Development
    • Staff Augmentation
    • Cloud Consulting
    • Software Testing
    • Show more
    Location
    Vilnius, Lithuania
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    20 Projects Listed
  • Our expertise are AI, Custom Software, Nearshore Staffing and Data Analytics & AI

    TIMIT provides you experts in AI, AI-driven Data Analytics, Custom Software Development, IT Startegy, and has top-notch, lower-cost IT Talent. Our customers tell us we're fun to work with, and that's because your success is personal to us. We deliver what we promise. Every time...

    Top Services:

    • Mobile App Development
    • Software Development
    • AI Development
    • IT Services
    • Staff Augmentation
    • Show more
    Location
    Albany, New York
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    12 Projects Listed
  • Offshore Software Dev Experts with Proven Skillsets

    eLuminous Technologies is the top offshore software dev firm, offering a dedicated team of skilled developers in various domains. With a proven track record of success, we provide flexible hiring models, on-time project delivery, and a wide technology stack...

    Top Services:

    • Web Development
    • WordPress Website Design
    • Web Design
    • Mobile App Development
    • Software Development
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    8 Projects Listed
  • DICEUS Driving Innovation in Insurance Technology

    DICEUS is a product-led technology company delivering next-generation insurance software solutions, system integration, and product engineering services. Since 2011, weve empowered insurers and brokers to enhance operational efficiency, automate core processes, and elevate customer experiences...

    Top Services:

    • Software Development
    • AI Development
    • Mobile App Development
    • Big Data Analytics
    • Cloud Consulting
    • Show more
    Location
    Wilmington, Delaware
    Number of Employees
    250 - 499
    Average Hourly Rate
    $45/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    16 Projects Listed
  • Hola Tech: Leading SDaaS & Blockchain Innovators Delivering Cutting-Edge Solutions with expertise.

    Hola Tech is a leading software outsourcing company specializing in innovative and cutting-edge solutions. As a global SDaaS and Blockchain Development group with 2 offices in Vietnam, Hola Tech leverages a 30+ strong workforce to deliver sustainable services in blockchain, mobile app, website, and desktop...

    Top Services:

    • Web Development
    • AI Development
    • IoT
    • Blockchain
    • Software Development
    • Show more
    Location
    Hanoi, Vietnam
    Number of Employees
    50 - 99
    Average Hourly Rate
    $20/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    10 Projects Listed
  • Increase the Value of DaTa

    We provide a full cycle of turning your data into a real asset - from building real-time systems to product analytics and dashboards for individual business units...

    Top Services:

    • Big Data Analytics
    • BPO
    Location
    Warsaw, Poland
    Number of Employees
    Under 49
    Average Hourly Rate
    $23/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    3 Projects Listed
  • The Go-To Technology Partner

    Ace Infoway is a passionate "GO-TO" Technology Partner for Web/Software Agencies and Businesses in various industry verticals, across the globe as an extended partner and offshore development center. With a Tech-focused vision, we ensure to create success stories for their clients above all else...

    Top Services:

    • Web Design
    • eCommerce Development
    • Software Development
    • Web Development
    • Mobile App Development
    • Show more
    Location
    Los Angeles, California
    Number of Employees
    250 - 499
    Average Hourly Rate
    $23/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    5 Projects Listed
  • We integrate, innovate, and elevate enterprise systems.

    Intellectsoft builds custom software, AI solutions, and dedicated engineering teams for enterprises and fast-growing businesses across the US and UK...

    Top Services:

    • Software Development
    • Mobile App Development
    • Wearables
    • Software Testing
    • Blockchain
    • Show more
    Location
    New York City, New York
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    12 Projects Listed
  • Building Intelligent Healthcare Solutions for a Better Tomorrow

    Dash Technologies is a strategic technology partner for MedTech innovators, Digital Health platforms, Life Sciences enterprises, and the broader healthcare ecosystem including providers, patients, payers, pharmaceutical companies, and medical device manufacturers...

    Top Services:

    • Mobile App Development
    • Software Development
    • AI Development
    • IT Services
    • Big Data Analytics
    • Show more
    Location
    Columbus, Ohio
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    7 Projects Listed
  • Enlarge Your Ideas

    WeeTech Solution Pvt Ltd has unmatched experience and is recognized as the Best IT Company In Surat, Gujarat and Internationally...

    Top Services:

    • Web Development
    • Mobile App Development
    • Software Development
    • Web Design
    • Software Testing
    • Show more
    Location
    Surat, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $25/hr
    Portfolios Count
    19 Projects Listed
  • Delivering Quality Products and Premium Services

    Prismetric is a leading technology partner delivering future-ready AI-driven software solutions tailored to modern business needs...

    Top Services:

    • AI Development
    • Mobile App Development
    • Web Development
    • eCommerce Development
    • IoT
    • Show more
    Location
    Jersey City, New Jersey
    Number of Employees
    100 - 249
    Average Hourly Rate
    $18/hr
    Portfolios Count
    21 Projects Listed
  • Offering a comprehensive range of software solutions

    Symphony Solutions specializes in custom software development, including gambling mobile app development, offering solutions to build, upgrade, and modernize enterprise software...

    Top Services:

    • Mobile App Development
    • Design Services
    • Cloud Consulting
    • IT Services
    • IT Compliance Solution
    • Show more
    Location
    Amsterdam, Netherlands
    Number of Employees
    500 - 999
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    5 Projects Listed
  • Software & Enterprise Solutions.

    Ultimate Systems develops dependable, custom-built backend systems, web, and mobile applications that enhance business operations worldwide. Our bespoke IT solutions are designed to meet your unique business needs, ensuring optimal performance and growth...

    Top Services:

    • UI/UX Design
    • eCommerce Development
    • Software Testing
    • AI Development
    • Blockchain
    • Show more
    Location
    Krakow, Poland
    Number of Employees
    Under 49
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $25,000 - $50,000
    Portfolios Count
    4 Projects Listed
  • Web & App Development Company, Digital marketing

    Boost your business with high-impact AI, LLM, & chatbot solutions. We enhance UX, automate processes, and drive growth with our specialized web, app, & marketing expertise...

    Top Services:

    • Web Development
    • Web Design
    • eCommerce Development
    • WordPress Website Design
    • Mobile App Development
    • Show more
    Location
    Noida, India
    Number of Employees
    50 - 99
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    6 Projects Listed
  • Value. Innovation. Experience.

    We provide technology-driven software and application development solutions...

    Top Services:

    • Mobile App Development
    • Web Development
    • UI/UX Design
    • eCommerce Development
    • Software Development
    • Show more
    Location
    Jacksonville, Florida
    Number of Employees
    50 - 99
    Average Hourly Rate
    $1000/hr
    Minimal Budget
    $1,000 - $10,000
  • Your Strategic IT Consulting & Technology Partner

    Iqra Technology is a leading IT consulting and software development company delivering cost-effective, high-quality, and scalable technology solutions that help organizations accelerate their digital transformation. Since 2016, we have successfully delivered 1,000+ projects...

    Top Services:

    • CRM Consulting
    • ERP Consulting
    • Big Data Analytics
    • Managed Services
    • IT Services
    • Show more
    Location
    Thane, India
    Number of Employees
    100 - 249
    Average Hourly Rate
    $15/hr
  • The right team changes everything. We're that team for you!

    ON TIME, ON BUDGET ... SOLUTIONS EXCEEDING EXPECTATION.Professional Development You Can Trust...

    Top Services:

    • Mobile App Development
    • eCommerce Development
    • Web Development
    • Web Design
    • UI/UX Design
    • Show more
    Location
    Scottsdale, Arizona
    Number of Employees
    Under 49
    Portfolios Count
    12 Projects Listed
  • Your lane to world-class tech talent.

    Devlane is your trusted nearshore partner for scaling smarter and faster. We connect U.S. companies, from startups to Fortune 500 brands, with top tech talent from Latin America , building teams that seamlessly integrate into your business...

    Top Services:

    • Software Development
    • Mobile App Development
    • Big Data Analytics
    • IT Services
    • Staff Augmentation
    • Show more
    Location
    Montevideo, Uruguay
    Number of Employees
    100 - 249
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    8 Projects Listed
  • Your Dedicated IT Partners

    brij is one of the largest Oracle ERP reseller and professional services practices in the United States. For over 35 years, Brij has provided in-depth technical and application sales, consulting, upgrades, systems support services, and project management all over the United States...

    Top Services:

    • Big Data Analytics
    • IT Services
    Location
    Greensboro, North Carolina
    Number of Employees
    100 - 249
  • Raindrop is a cloud business application, implementation and support service provider...

    Top Services:

    • Software Development
    • ERP Consulting
    • CRM Consulting
    • Big Data Analytics
    • Managed Services
    • Show more
    Location
    Lalitpur, Nepal
    Number of Employees
    Under 49
  • People. Talent. Mission.

    IT Solutions for the Cleared Community...

    Top Services:

    • Big Data Analytics
    • AI Development
    • Software Development
    • Cybersecurity
    • Show more
    Location
    Reston, Virginia
    Number of Employees
    100 - 249
  • Software engineering with quality and speed

    We offer end-to-end engineering services that address unique business needs.With more than 7 years of experience, we've become AI approaches adopters. Now we are helping to reform entire industries...

    Top Services:

    • AI Development
    • Big Data Analytics
    • Cloud Consulting
    • DevOps Consulting
    • Software Development
    • Show more
    Location
    Krakow, Poland
    Number of Employees
    100 - 249
    Average Hourly Rate
    $75/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    8 Projects Listed
  • Comprehensive Cloud Solutions for Businesses

    Datavail offers comprehensive solutions across analytics, cloud, database management, application development, MongoDB, and more...

    Top Services:

    • Big Data Analytics
    Location
    Broomfield, Colorado
    Number of Employees
    1000 & Up
    Portfolios Count
    5 Projects Listed
  • Infinite Possibilities with Technology

    Kellton is a publicly listed, CMMI Level 5, and ISO 9001:2015 certified global company, providing cutting-edge AI and digital transformation solutions and services in strategy, consulting, digital, and technology...

    Top Services:

    • Big Data Analytics
    • Software Development
    • AI Development
    • Mobile App Development
    • Show more
    Location
    Hyderabad, India
    Number of Employees
    1000 & Up
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    8 Projects Listed
  • Specialists in AI and Mobile

    At Cloudflex, our top priority is delivering high performance, quality end-products, and customer satisfaction, rather than getting bogged down in project documentation. We specialize in developing digital products for both startups and established businesses, from concept to launch, focusing on complex...

    Top Services:

    • Software Development
    • AI Development
    • Mobile App Development
    • Software Testing
    • Web Design
    • Show more
    Location
    Kyiv, Ukraine
    Number of Employees
    Under 49
    Average Hourly Rate
    $49/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    3 Projects Listed
  • Creating value through data innovation

    We hold transparency and honesty to the highest values in all our business practices. We believe in maintaining a high level of integrity and ethical conduct to foster trust and respect within our company and with our clients and partners...

    Top Services:

    • Big Data Analytics
    • Staff Augmentation
    • IT Services
    • Business Consulting
    • Market Research
    • Show more
    Location
    Yerevan, Armenia
    Number of Employees
    Under 49
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Automate your Business Processes

    At ClousTech, we are more than just a software development company; we are your partners in turning concepts into digital realities. With an unwavering passion for innovation and an unyielding commitment to excellence, we stand at the forefront of cutting-edge technology, propelling businesses towards triumph...

    Top Services:

    • Digital Services
    • Web Design
    • Web Development
    • Digital Marketing
    • Software Development
    • Show more
    Location
    Coimbatore, India
    Number of Employees
    Under 49
    Minimal Budget
    Under $1,000
  • Intuisco

    VerifiedVerified by the DesignRush team for authenticity and credibility.
    Our Solutions Help You Maximize Customer Value

    Intuisco LTD, based in London, UK, was founded in 2017. Twenty years of know-how flows into it as an endowment brought by the founding partner and R&D manager...

    Top Services:

    • AI Development
    • Big Data Analytics
    • DevOps Consulting
    • Managed Services
    • Show more
    Location
    London, United Kingdom
    Number of Employees
    Under 49
    Average Hourly Rate
    $50/hr
    Minimal Budget
    $1,000 - $10,000
  • Shaping your future together.

    Transform your business and IT landscape with EXPinIT! Established in 2013, EXPinIT Poland stands as a leading IT service provider, founded by a team of tech enthusiasts and experts committed to delivering comprehensive IT services worldwide. Our approach involves strategically deploying our highly skilled IT...

    Top Services:

    • Staff Augmentation
    • IT Services
    • DevOps Consulting
    • Cloud Consulting
    • Software Testing
    • Show more
    Location
    Warsaw, Poland
    Number of Employees
    Under 49
    Average Hourly Rate
    $25/hr
    Minimal Budget
    $1,000 - $10,000
  • Technological innovation solutions.

    At Valkimia, we enable the innovation your company requires to thrive in today's competitive landscape. Our tailored solutions empower businesses to embrace cutting-edge technologies and unlock their full potential for growth and success...

    Top Services:

    • Software Development
    • Mobile App Development
    • ERP Consulting
    • Staff Augmentation
    • IT Services
    • Show more
    Location
    Buenos Aires, Argentina
    Number of Employees
    100 - 249
  • Activate intelligence.

    Caplan Artificial (Caplan AI) is the first Balkan AI-centered communications company, delivering end-to-end business transformation through AI consulting and implementation, predictive testing, Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), and company-wide AI education...

    Top Services:

    • AI Development
    • SEO
    • Reputation Management
    • Digital Strategy
    • Public Relations
    • Show more
    Location
    Zenica, Bosnia and Herzegovina
    Number of Employees
    50 - 99
    Average Hourly Rate
    $100/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    1 Project Listed
  • Building Better Technologies

    Centroxy is your trusted partner in navigating IT complexities with expertise in Identity and Access Management, Managed Services, Data Management, and Observability...

    Top Services:

    • IT Services
    • Managed Services
    • Cybersecurity
    • Mobile App Development
    • Software Development
    • Show more
    Location
    Bhubaneswar, India
    Number of Employees
    100 - 249
    Average Hourly Rate
    $40/hr
    Minimal Budget
    $25,000 - $50,000

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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?

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.