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.
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
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsWezom Services
Data sourced from the agency's DesignRush profileMetinvest John Deer Roshen INTERPIPE Aptiv Toyota Material Handling SCHWARZ LOGISTICS Cooper & Hunter OneVoiPlanet Nova Lines
Wezom Reviews & Testimonials
IT Services Review from Taras Oliinyk
The project involved developing a mobile app for an e-commerce client, with U1CORE building the marketplace and WEZOM responsible for the mobile application. Both companies worked as partners on the same product, so the mobile app had to fit naturally into the marketplace's functionality. WEZOM brought solid mobile development expertise to the project and built the application around the marketplace requirements. Their team was able to work within the shared product setup and keep the mobile functionality consistent as the project progressed. We would be happy to work with WEZOM again on similar projects!
eCommerce Development Review from Ivan Usenko
We involved WEZOM to support the technical side of a U.S. e-commerce client's advertising setup. Our team handled PPC and marketing, while WEZOM implemented server-side tracking and profit-based ROAS attribution.Their technical work fit well into the client's existing setup and gave us a more reliable view of campaign performance. This made it easier to assess results and adjust advertising spend accordingly. Overall, we had a positive experience with WEZOM!
eCommerce Development Review from Max Zakhozhiy
For one of our jewelry e-commerce clients, WEZOM took care of the website development while our team handled its promotion. The teams coordinated well throughout the project, especially on technical requirements that could affect the websites future promotion. WEZOM was open to our input and made it easy to align development with the client's marketing needs. The finished website gave us a good foundation for ongoing promotion, and we were happy with how the two teams worked together. We'd be glad to collaborate with WEZOM again.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWe 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
- $80/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 12 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIntellectsoft Services
Data sourced from the agency's DesignRush profileHarley-Davidson the London Stock Exchange Ernst & Young Qualcomm Bombardier
Intellectsoft Reviews & Testimonials
Software Development Review from Harshal Chhajed
They have highly skilled support staff for faster resolution which leads to customer satisfaction. Also, it has many features including IoT and blockchain apart from regular software development. If there are any changes in the scope of the project at a later stage, it can prove quite costly and also difficult to accommodate last-minute client-side scripting changes. They are versatile, cost-effective, and offer quick customer support. They offer a very customized software development tool where business needs can be addressed. It is very cost-optimized and hence can help generate good returns for business investment.
Software Development Review from Vitaly Dyachenko
Intellectsoft provided a great partnership by delivering quality services and working fast. They helped us to accomplish all the clients' projects on time. The team communicated transparently and showed [] great dedication. They were an ideal partner! (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTogether, beyond expectations
CHI Software is a technology solution provider that offers a full set of software-based services from custom software development to maintenance & support. Our talented team is passionate about Generative AI, Cloud Computing, Data Engineering, and IoT. CHI's success comes from care of every client...
Top Services:
- AI Development
- Mobile App Development
- Software Development
- Web Development
- Staff Augmentation
- Show more
- Location
- Lviv, Ukraine
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $60/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 12 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsCHI Services
Data sourced from the agency's DesignRush profileVodafone Lecre Media Mrkt
CHI Reviews & Testimonials
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Web Development Review from David Gornshtein
My company was looking for a development team to proceed with the development process. We needed to set up a service [that] allows our clients to monitor, control, and optimize their Cloud & SaaS spend. [The] CHI Software team delivered services and technologies we need[ed] to reach our financial goals. (Verified via email)
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsMore Than Code We Build Trust Through Craft & Commitment
Engineered with integrity. Backed by mentorship. Delivered with care. BTS transforms ideas into scalable, secure, and impactful digital products that deliver long-term value...
Top Services:
- Software Development
- AI Development
- Big Data Analytics
- Mobile App Development
- UI/UX Design
- Show more
- Location
- San Francisco, California
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $55/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsBlue Trail Software Services
Data sourced from the agency's DesignRush profileSamsung Cartier Axeptio AxisCare Compredict Odia Precision Bearing AI Collaborative Classroom Certain
AI-first custom software and IT services for enterprise and government
AI-first custom software, AI and IT services firm in McLean, VA and North Bethesda, MD, serving enterprise and government. SBA-certified EDWOSB and WOSB, CAGE 9RX92. A senior Sthenos team is accountable on every engagement, and we build a free clickable prototype before you commit...
Top Services:
- Software Development
- AI Development
- Staff Augmentation
- Mobile App Development
- Cloud Consulting
- Show more
- Location
- McLean, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 23 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSthenos Technologies Services
Data sourced from the agency's DesignRush profileSpaceX NBCUniversal ABB Sterne, Kessler, Goldstein & Fox (SKGF) City Infusions RPO
Sthenos Technologies Reviews & Testimonials
Allie Braun's Review Sourced from Google
Sthenos Technologies delivered excellent service with a highly professional and responsive team throughout the process.Their expertise and commitment to quality made the experience smooth, efficient, and highly satisfactory.
Williams James's Review Sourced from Google
Sthenos Technologies has built a custom frontend solution for an out-of-the-box backend solution. The backend is separate from the work that Sthenos has done.
Daniel Smith's Review Sourced from Google
The service launched and was able to meet SLAs/KPIs set out by us and our client. This included uptime, time to process new schedules, ability for tutors to find and book lessons and fill rate of those lessons (for tutors).
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsCreating value by reinforcing companies with innovation
Intelliarts is an Eastern European technology consulting and software engineering partner that specializes in building full-cycle data-driven and ML-powered solutions. With our talented team and proven expertise, we're committed to helping businesses worldwide expand their digital transformation initiatives...
Top Services:
- Software Development
- AI Development
- Big Data Analytics
- IoT
- Staff Augmentation
- Show more
- Location
- Lviv, Ukraine
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIntelliarts Services
Data sourced from the agency's DesignRush profileHubSpot Dell Technologies EV Connect Indigo Ag Autodesk optiMEAS OpenX Nowsite DDMR Optimizely
We Build Custom Apps.
We're an award-winning, woman-owned and led, custom software development company...
Top Services:
- Mobile App Development
- Big Data Analytics
- UI/UX Design
- Software Development
- Show more
- Location
- Denver, Colorado
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAppIt Ventures Services
Data sourced from the agency's DesignRush profilePersonal Assistance Services of Colorado Prairie IT General Electric Scholarlead You:Flourish Vayn Starlight Software Solutions Liebherr Seattle Fish Company State of Colorado
AppIt Ventures Reviews & Testimonials
Kamlyn Spivey's Review Sourced from Google
The AppIt team has been a project-saver for our company. I went with AppIt because I was looking for a trustworthy, transparent partner to guide me (an app-dev newbie) through building a new feature for our mobile app. Their quality of work, customer service, ability to meet timelines, and transparency has been phenomenal. Highly recommend Kayla and the AppIt to any company needing development help.
Haile Elizondo's Review Sourced from Google
As fellow Colorado Companies to Watch winners, our team met Amanda and her team in 2022 and its been a match made in heaven! We have our own in-house development team that is swamped with working on our web application, Kanso, and did not have the bandwidth to work on sub-applications and portals. Here's where AppIt came in to save the day!We are closing out our first project with AppIt, and we are more than impressed. The application is clean and beautiful. Their team has been a joy to work with and I look forward to our check-ins on progress. This project has been so successful we have lined up a handful projects to continue this business relationship.Kanso Software is very grateful for AppIt!
Jillian Krenk's Review Sourced from Google
I have worked with AppIt Ventures on two different enterprise size solutions. Throughout my career and have worked with several development teams. AppIt Venture stands out above the rest.The extraordinary service provided by AppIt Ventures starts at the top, with their CEO Amanda, and is executed throughout the entire team. It’s clear their employees are empowered to make decisions, take care of their customers, and provide the customer service their leader promotes.Kayla, our outstanding project manager is creative, reliable and detail-oriented offering guidance and support to ensure all of our development’s needs are on track and being done with our greater vision and application needs in mind. If any bugs pop-up, which is bound to happen, AppIt's team is on it and has the issue quickly fixed or a solution put into place within hours. With AppIt's development team, I have peace of mind knowing we can quickly and easily adjust to our customer's requests and provide an unparalleled customer and participant experience.I highly recommend using AppIt Ventures and look forward to continuing my partnership with them.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAI led Digital Engineering for the Connected Enterprise.
Ignitho is acclaimed as one of the premier Software Development Companies in New York, USA. We specialize in delivering high-quality software development services to enterprises, employing a Frugal Innovation methodology that emphasizes achieving more while optimizing resources. Our approach prioritizes...
Top Services:
- Big Data Analytics
- IT Services
- Business Consulting
- AI Development
- DevOps Consulting
- 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
- 3 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIgnitho Technologies Services
Data sourced from the agency's DesignRush profileHearst Newspaper MHW Oxford Innovation
A global AI-first software firm focused on transforming tech challenges into business successes
Sombra is a global AI-first software development and AI consulting partner. With 400+ experts across the US, Europe, Latin America, Canada, India, and the Middle East, we design, build, and deliver IT solutions in AI, financial services, healthcare, e-commerce, energy, logistics, and...
Top Services:
- AI Development
- Software Development
- Mobile App Development
- Cloud Consulting
- Big Data Analytics
- Show more
- Location
- Lviv, Ukraine
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSombra Services
Data sourced from the agency's DesignRush profileITC Complience International Farming Studio Ninja Wineshipping Datacubed Health Waterford.org On Location Wifinity
Sombra Reviews & Testimonials
Orysia Marukhno's Review Sourced from Google
A wonderful place for work.The atmosphere is very cozy and comfortable. People and friendly and helpful.Guys, you are great.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsWE TURN IDEAS INTO DATA-DRIVEN SOLUTIONS
Quantum is a data science and software development company helping businesses turn data into real value. We design and deliver AI-powered solutions, integrate advanced analytics into existing systems, and bring deep technical expertise to complex industry challenges...
Top Services:
- AI Development
- Software Development
- IT Services
- Big Data Analytics
- Cloud Consulting
- Show more
- Location
- Warsaw, Poland
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsQuantum Services
Data sourced from the agency's DesignRush profileRubicon Seraphic Group Nutanix SeeTree Manna Irrigation eSynergetics Fsight Smartomica FirstImpression.io World Sensing
Senior embedded Python teams for data, AI & SaaS
Python-first staff augmentation for SaaS, data engineering & AI/ML. Senior embedded engineers, CVs in 24-48 hours. No freelancers...
Top Services:
- Software Development
- Staff Augmentation
- Mobile App Development
- Web Development
- Big Data Analytics
- Show more
- Location
- Tallinn, Estonia
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsUvik Software Services
Data sourced from the agency's DesignRush profileVantagePoint Drakontas SimpleLegal CommunityConnect Labs Fitdog
Bringing the best consultants on board!
Intertech is a company specializing in various IT services, offering expertise in planning, architecture, design, implementation, development, quality assurance, testing, version control, documentation, and deployment of software projects...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- IoT
- IT Services
- Show more
- Location
- Eagan, Minnesota
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $165/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIntertech Services
Data sourced from the agency's DesignRush profileRSM Mercury Marine IRS Target Wells Fargo Microsoft
Intertech Reviews & Testimonials
Erin Wilson's Review Sourced from Google
The training was very good. The instructor did an excellent job of reiterating talking points with real life experiences and stories from the IT industry. I enjoyed the activities with the table groups and the hands on learning technique. I am currently on a Scrum team, and am excited to apply what I have learned from this class to our team to help increase efficiency.
Susan Plettner's Review Sourced from Google
Intertech did an excellent job with the Scrum Master Certification Course. The course/training itself was very good and informative. Very interactive and the instructor, Lonnie, was amazing. She had so many real life experiences to share as related to scrum.The Intertech facility and the staff were wonderful. The people who worked there were helpful and friendly and the facility worked well to hold the training.It was a great experience and I would recommend Intertech for training and certification courses.
Maggie Rottach's Review Sourced from Google
Excellent interaction from the Intertech staff from initial arrival and throughout the classroom sessions.I found the instructor to be knowledgeable on the course material for Java 8. He kept the class at a reasonable pace based on the various skill levels and background of the attendees. The coursework included well prepared materials, discussion, and awareness of the goals of attendees. For example, the instructor highlighted pertinent areas of the material knowing several attendees were candidates for taking a certification test.Additionally there was an option available to attend this class remotely via Webex. While I opted for classroom attendance it's great to know this capability exists for future reference.This was, for me, an exceptional training experience. I highly recommend including Intertech as a option for training needs.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsA data-driven future awaits
Contata Solutions is an esteemed frontrunner in the realm of technology and digital innovation. Our expertise encompasses a wide range of areas, including data engineering, data analytics, machine learning, marketing automation and app development. We provide solutions that effectively tackle complex problems...
Top Services:
- Software Development
- IT Services
- Big Data Analytics
- AI Development
- Show more
- Location
- St. Paul, Minnesota
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsContata Solutions Services
Data sourced from the agency's DesignRush profileIT Industry Financial Industry Healthcare Industry
Tech too complex? We keep it simple.
IT teams and business leaders are often at odds. This is in large part because technologists focus on technology rather than the underlying business issue. This company was founded to bridge that gap and to allow business owners the ability to fully leverage their tech stack. We offer near shore resources...
Top Services:
- Managed Services
- IT Services
- DevOps Consulting
- Staff Augmentation
- AI Development
- Show more
- Location
- Bellingham, Washington
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $80/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKIS Solutions Services
Data sourced from the agency's DesignRush profileThe After Auction Unilever Spaces Plenum
Transforming Businesses. Powered by AI.
Wepoint is a North American consulting firm that drives digital transformation through AI, cloud platforms, data, and business process innovation...
Top Services:
- Cybersecurity
- IT Services
- Cloud Consulting
- Big Data Analytics
- Show more
- Location
- Montreal, Canada
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $130/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsWepoint Services
Data sourced from the agency's DesignRush profileChristies Tradezero VCA Hadrian DCM Agri-Marché Olymel MD Financial AQPS CAA
1 Vision Excellence
Futran Solutions is a Digital Technology organization focused on Data Analytics, Cloud, Automation and New Age App Development...
Top Services:
- Mobile App Development
- AI Development
- IT Services
- Big Data Analytics
- Show more
- Location
- Edison, New Jersey
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $110/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsFutran Solutions Services
Data sourced from the agency's DesignRush profileOnata Vforce Apportunity
Futran Solutions Reviews & Testimonials
R Fin's Review Sourced from Google
This company REALLY ticks me offOne of their recruitersKEEPS emailing me the SAME position in NYI live in NJI told them multiple times/emailsI am NOT interested especially at the low rate they offer, and NOT offering to pay for commuting cost/fuel/tolls, etc, as the position required travel to multiple locations in NYC.After stating this and NO interest multiple timesThey KEEP Sending me the SAME Job!I warned them to STOP emailing meThey ignored meEmailed 11 timesWith the SAME PositionStarting on 5/8/2025 with emailsContinuing so far, with the same job to 6/4/2025I had enoughAnd told themI am posting a NEGATIVE ReviewI would never work for this recruiting company
grishma shah's Review Sourced from Google
I have worked with Futran solutions for 4years. I am very satisfied with positive experience and would like to recommend them to everyone. They are very good at visa petition and getting them approved for their employees.
Shraddha Girase's Review Sourced from Google
Futran Solutions is renowned for being a top-tier employer, boasting a highly effective marketing team that can swiftly connect you with job opportunities tailored to your profile for the best possible fit.I recommend considering Futran Solutions for your career aspirations.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsData Analytics & AI Operationalization Company
Straive is a global leader in operationalizing enterprise AI across industries. With deep domain expertise spanning CFAs, MBAs, and PhDs, and over 100 AI accelerators, we deliver measurable impact and 35x ROI for our clients...
Top Services:
- AI Development
- Software Development
- Cloud Consulting
- Big Data Analytics
- IT Services
- Show more
- Location
- Singapore, Singapore
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $500/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsStraive Services
Data sourced from the agency's DesignRush profileHealth Care Industry Education Industry Manufacturing Industry
Digitally transformed human experiences
Blending strategic insights and thoughtful design with brilliant engineering, we create durable technical solutions that deliver digital transformation at scale...
Top Services:
- Software Development
- Mobile App Development
- Web Development
- UI/UX Design
- AI Development
- Show more
- Location
- Minneapolis, Minnesota
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $99/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsMentorMate Services
Data sourced from the agency's DesignRush profileGraco Junior Achievement Land O'Lakes Royal Bank of Canada Trane
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.