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.
Dedicated Teams That Build Complex Software Systems
SiliconMint designs, develops, and supports mission-critical software systems. Based in San Francisco, SiliconMint has offices in New York and Europe to serve clients across the globe...
Top Services:
- Software Development
- Mobile App Development
- IoT
- AI Development
- Cybersecurity
- Show more
- Location
- San Francisco, California
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $55/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 7 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSiliconMint Services
Data sourced from the agency's DesignRush profileVerizon Yahoo Japan NASDAQ NYSE Goldman Sachs Barclays BCG Wargaming,net AA orange
SiliconMint Reviews & Testimonials
Software Development Review from Leon Hounshell
Using SiliconMint’s AI engine and their engineering team was a great decision for us. They built the core foundation of our ThingSpace IoT platform on time and within budget, helping us serve millions of customers across the country. I would highly recommend the SiliconMint team for their drive and dedication to the art of software architecture and development.
Software Development Review from Leonid Zhukov
I’m always impressed by the technical depth & breadth of SiliconMint’s engineering team and the passion they bring to our projects. We’ve worked with them on distributed systems, data science projects, and a predictive maintenance system for the oil and gas sector. Every time, they blew me away with their experience, passion, energy, and the overall dedication for how they approach software engineering and delivery.
Cybersecurity Review from Steve Grice
SiliconMint built a real-time fraud detection system for us in a record period of time, with precision and recall that rivals the best in the industry. I was pleasantly impressed by their passion, dedication, and attention to detail in how they approached software development, driving excellence and speed within our organisation.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTop Software Development Company in Viet Nam
We are committed to customer satisfaction, software quality, and technology innovation...
Top Services:
- Mobile App Development
- Software Development
- Software Testing
- AI Development
- DevOps Consulting
- Show more
- Location
- Ho Chi Minh, Vietnam
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 30 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsOrient Services
Data sourced from the agency's DesignRush profileDekra Netwealth Zoi Kaercher VTNZ Espos Conexus Wotif Kikora
Orient Reviews & Testimonials
Nin Lê's Review Sourced from Google
Great experience with Orient Software! The team is knowledgeable, responsive, and committed to delivering top-notch solutions. They exceeded our expectations and provided excellent support throughout the project.
Tom's Review Sourced from Google
I had a fantastic experience with Orient Software Company. They are an outstanding technology programming firm with a talented team that delivers high-quality solutions tailored to client needs. Their impressive expertise spans multiple industries, enabling them to provide innovative and effective results.What truly set them apart was their excellent communication and strong commitment to customer satisfaction. They consistently exceeded my expectations throughout the project. I highly recommend Orient Software for any tech-related projects; they truly understand how to deliver exceptional results!
Dung Truong's Review Sourced from Google
Orient Software Company is an exceptional technology programming company. Their skilled team delivers high-quality solutions tailored to client needs, showcasing impressive expertise across various industries. With excellent communication and a commitment to customer satisfaction, they exceeded my expectations. I highly recommend them for any tech-related projects!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAI-Powered Software Development Company
SISGAIN is the leading company that deploys the application with latest tools & techniques for better enhancement of business...
Top Services:
- Software Development
- Mobile App Development
- Web Design
- Web Development
- WordPress Website Design
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $200/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSISGAIN Services
Data sourced from the agency's DesignRush profileHealthcare Industry Real Estate Industry Travel Industry Education Industry
SISGAIN Reviews & Testimonials
Mobile App Development Review from Edwin Thompson
I would like to recommend SISGAIN because they were very focused on developing healthcare application that would satisfy our requirements and needs. From day one, they displayed complete interest in our idea and considered possibilities to ensure the accomplishment of our app idea. They worked at an excellent pace and delivered effective designs and other associated elements within the time specified.
Software Development Review from Amina Santos
Sisgain is a world-class mobile app development software company and these services are very professional, I had professional experience with their company and I will like to work with these companies in the future as well.
Mobile App Development Review from Martin Williams
The mobile app development services received from SISGAIN are phenomenal! They treat their clients, and their requests very professionally. I had a good professional experience with them. And I look forward to working with them in the future as well!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsSoftware and Product Development | Dedicated Teams
7EDGE is a custom software development company helping enterprises, brands, and startups develop a strategic roadmap in their digital journey. Our core strength lies in developing custom software and mobile applications using emerging technologies...
Top Services:
- Web Development
- Mobile App Development
- Software Development
- Web Design
- UI/UX Design
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 12 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accounts7EDGE Services
Data sourced from the agency's DesignRush profileFacebook Accenture Sapient IBM GE Oracle SAP 3M ESPE Diageo Infosys
7EDGE Reviews & Testimonials
Web Development Review from Shyjinth P.K
7EDGE delivered a web platform for consulting, training, and recruitment of teachers. They were receptive to our suggestions and provided the required output. 7EDGE exceeded expectations by delivering a quality product ahead of schedule. Their transparency was noteworthy and receptiveness complemented their professional management style and efficient workflow. They’re responsive, hardworking, and skilled.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsProduct Innovation at It's Best!
Accelerating Intelligent Product Innovation in HealthcareLangate is a leading HealthTech software development company with 20+ years of experience helping healthcare organizations build intelligent, secure, and compliant digital products.We specialize in developing HIPAA-compliant SaaS platforms...
Top Services:
- Mobile App Development
- Software Testing
- Software Development
- IT Services
- Big Data Analytics
- Show more
- Location
- Jersey City, New Jersey
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $45/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 10 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsLangate Services
Data sourced from the agency's DesignRush profileSoftware & IT Services Industry Retail Industry Corporate Services Industry
Langate Reviews & Testimonials
Software Development Review from Valeriia Klymenko
Working with Langate Software has been a game-changer for our business. Their expertise in API integration and email automation streamlined our communication processes, significantly improving the speed and reliability of our transactional emails. They tailored solutions to meet our unique needs and delivered exceptional results - reducing manual effort and increasing engagement with our subscribers. Langate's support has been outstanding, providing continuous maintenance and ensuring our systems run smoothly.
Anton Popov's Review Sourced from Google
A great place to work, where the work process is comfortable and clearly organized. A friendly atmosphere which supports you to grow in your expertise.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsBest AI and Analytics Company
AI and Data Analytics Company in USA | Polestar Analytics...
Top Services:
- Big Data Analytics
- Location
- Plano, Texas
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $90/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsPolestar Analytics Services
Data sourced from the agency's DesignRush profileCoca-Cola Amatil Virgin Pulse Samsung Sabra Reckitt Benckiser Group PLC Panasonic Bayer HCL Paytm
AI-Augmented Software Engineering Company
AI-driven. Domain-deep. Outcome-focused...
Top Services:
- Cloud Consulting
- Mobile App Development
- IT Services
- Software Development
- Big Data Analytics
- Show more
- Location
- North Miami Beach, Florida
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $49/hr
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInnovecs Services
Data sourced from the agency's DesignRush profileCallFire Neo Games Edx Captify NAPC and more.
Engineering Intelligent & Scalable Solutions.
VentureDive is an award-winning custom software development company dedicated to spearheading digital transformations for Fortune 500 companies across BFSI, CPG/retail, healthcare, transportation, logistics, and QSR industries through its expertise in the realms of Fintech, Data & AI, HealthTech, PropTech...
Top Services:
- AI Development
- Software Testing
- Software Development
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Mountain View, California
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsVentureDive Services
Data sourced from the agency's DesignRush profileCareem Unilever DNOW Islamic Finder Roland Berger Kaizen Google McKinsey & Company Droobi Kashat
Embrace the Digital Enterprise
As part of the KMS group companies, KMS Solutions is a technology consulting firm with the mission to empower digital enterprises to operate and compete better, through the leverage of software engineering excellence, digital capabilities, specialized accelerators, and fit-for-purpose solutions...
Top Services:
- Mobile App Development
- Software Testing
- Software Development
- IT Services
- Big Data Analytics
- Show more
- Location
- Ho Chi Minh, Vietnam
- Number of Employees
- 100 - 249
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 2 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsKMS Solutions Services
Data sourced from the agency's DesignRush profileMasan Group Nguyenkim Shopping Center One Mount Group Asia Commercial Bank YOLA Prudential Circle K New Viet Dairy MCV Entertainment Santa Fe Relocation
KMS Solutions Reviews & Testimonials
Tu Nguyen's Review Sourced from Google
Such a meaningful journey there, my beloved KMSS ♥️One of the Best places to work in Asia, nice office decoration, friendly colleagues, have a lot of entertainment and sporty activities.
Thi Le's Review Sourced from Google
KMS Solutions is providing many technology solutions like digital lending, banking app development, eKYC… for banks and financial services companies. I joined some of their events and webinars to learn more about the services offering and I’m quite impressed with their services and technology.
Trung Trinh's Review Sourced from Google
KMS is well-known for software development as well as solution packages for specific industry such as BFSI, Real estate, Healthcare...Has just known their upcoming webinar in planning & budgeting, it suits our need so that I will arrange time to join.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTechnology Made for Humans, by Humans.
Mutually Human is a digital engineering firm that helps organizations transform business challenges into competitive advantages through intelligent technology...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- Big Data Analytics
- IoT
- Show more
- Location
- Grand Rapids, Michigan
- Number of Employees
- 50 - 99
- Minimal Budget
- $25,000 - $50,000
- Portfolios Count
- 4 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsMutually Human Services
Data sourced from the agency's DesignRush profileVan Andel Education Institute GFS American Red Cross Nutrilite Gentex Corporation Apple Whirlpool Cascade Engineering JR Automation Become Unmistakable
Mutually Human Reviews & Testimonials
Shari Hennekes's Review Sourced from Google
“Mutually Human and Jim Walsh are an outstanding resource for business intelligence and custom software solutions. They take outdated, inefficient systems and transformed them into powerful automation tools—turning scattered data into clear analytics, dashboards, and AI-driven insights that make decision-making so much easier. Thanks to their work, companies can focus on growth without technology holding them back. Jim is professional, collaborative, and great to work with—I highly recommend them!”
Shane Poch's Review Sourced from Google
Working with Mutually Human has been a great experience. Their team has been professional, responsive and are enjoyable to collaborate with. I'm impressed with their ability to understand our vision and bring it to life through solid execution.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTechnology and RevOps for PE-backed portfolio companies
DevriX is a technology and revenue operations consultancy for private equity-backed companies between $50M and $500M in revenue. We work with sponsors across the full hold period: technology and data diligence before a deal, systems and RevOps execution after close, and exit readiness end-to-end...
Top Services:
- CRM Consulting
- Big Data Analytics
- Business Consulting
- Managed Services
- WordPress Website Design
- Show more
- Location
- Sofia, Bulgaria
- Number of Employees
- Under 49
- Average Hourly Rate
- $140/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsDevriX Services
Data sourced from the agency's DesignRush profileAudi Angel Reyes & Associates Trek Travel SwimSwam Escape Hunt My Store Locator Plus EnviroKlenz diginomica Wet Leasing Verkada
Top App Development Agency
We help brands design and build superior digital products, enabling seamless user experiences only at the best Mobile App Development Company...
Top Services:
- Mobile App Development
- Cloud Consulting
- DevOps Consulting
- AI Development
- Big Data Analytics
- Show more
- Location
- Berkeley, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsApp Maestros Services
Data sourced from the agency's DesignRush profileBed Bath & Beyond Amazon FedEx DreamWorks WhiteCastle Walmart Kohls Politicos Data Stream Artizone
App Maestros Reviews & Testimonials
David B's Review Sourced from Google
I want to share my experience so others are aware of the tactics this company uses. I was first contacted via an unsolicited spam text message promoting app development services. I had never heard of this business before, nor did I request any information from them. To see who was really behind the spam, I replied with a simple question about app pricing. The next day, I was contacted directly by this company.What was most concerning is that they tried to claim I had emailed them asking for their services — which is completely false. I never sent them an email or initiated any legitimate contact. The only reason they had my information was because of their own spam outreach. This is both misleading and dishonest.Professional companies do not need to resort to spamming strangers or fabricating stories about how potential clients found them. This type of behavior demonstrates a serious lack of transparency and integrity. If a business cannot be upfront and honest during the very first interaction, it raises major red flags about how they would handle a client’s project, communication, data, and money over time.Based on my experience, I cannot recommend this company. Trust is one of the most important parts of choosing a development partner, and unfortunately, their conduct showed me they are not worthy of that trust. I strongly advise anyone considering working with them to be cautious and look elsewhere for reputable professionals.
Ruth Carlson's Review Sourced from Google
App Maestros is an efficient source for developing optimal applications as their designed app for my delivery business is nothing short of splendid with innovative features and an intuitive interface. Many thanks to them.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsSoftware, data & AI consulting from Sarajevo
RUBICON is a software, data and AI consulting company founded in 2013 in Sarajevo, Bosnia and Herzegovina, serving clients across Europe and North America...
Top Services:
- AI Development
- IT Services
- Software Development
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Sarajevo, Bosnia and Herzegovina
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsRUBICON Services
Data sourced from the agency's DesignRush profileLibratone Making Moves Assessment Training
Results Driven Strategies
Facet Interactive is the go-to digital strategy agency. Our data-driven insight helps clients focus on higher-yield projects while we ensure strong returns through integrated marketing campaigns. We can step in as your product owner or CMO to provide direction when it comes to making informed product and...
Top Services:
- Web Development
- AI Development
- Software Development
- IT Services
- CRM Consulting
- Show more
- Location
- El Segundo, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $199/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsFacet Interactive Services
Data sourced from the agency's DesignRush profileAmber Road ROA Neuroedge drupalconnect
When Exceptional is the Goal, SELECCIÓN is the Choice/
SELECCIÓN Consulting, a leading SAP consulting firm, represents innovation in SAP services. Our mission is to be your partner of choice for your digital needs. SELECCIÓN excels in advisory, projects, managed services, and staff augmentation. With the introduction of RISE, we enhance your digital experience...
Top Services:
- ERP Consulting
- Staff Augmentation
- Managed Services
- Cloud Consulting
- IT Compliance Solution
- Show more
- Location
- East Brunswick, New Jersey
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSELECCIÓN Consulting Services
Data sourced from the agency's DesignRush profileHanes Oakley Public Storage
SELECCIÓN Consulting Reviews & Testimonials
Jash Chakraborty's Review Sourced from Google
Great working environment fostering a collaborative and inclusive culture, with a team of passionate SAP professionals focusing customer success.
balaji narjala's Review Sourced from Google
Very Good in terms of HR updates and employee friendly..SAP Practice and analytical space are in vertical grow in the Global Market
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsData Activated. Solutions Delivered
Data and AI engineering at exchange-grade scale enterprise data platforms, cloud, and production AI from a Cloudera Premier Partner with 250+ engineers...
Top Services:
- AI Development
- Big Data Analytics
- Software Development
- Cloud Consulting
- IT Services
- Show more
- Location
- Pune, India
- Number of Employees
- 100 - 249
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSmart Analytica Services
Data sourced from the agency's DesignRush profileLeading Capital Markets Exchange Global CPG Manufacturer Talent Firm
Smart Analytica Reviews & Testimonials
Praveen Tyagi's Review Sourced from Google
Innovative Big Data and AI solutions team - Great people with decades of industry experience - value creators !!
Anilkumar Nesarikar's Review Sourced from Google
Professional team. Focussed on providing innovative solutions in the field of AI and big data. You want to be ahead of the curve, Smartavya is your one-stop shop.
gagan buttan's Review Sourced from Google
Innovative Big Data and AI solutions. Team with Effective solutions and professional ethics, varied experience and offer solutions for varying needs .
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYour Trusted Partner for Enterprise AI, Planning, Analytics & Automation
GenXAI is a publicly listed technology company building enterprise planning and data systems. Our team of 450+ consultants delivers Anaplan and SAP led implementations, ERP transformation, data analytics and engineering, and application development for clients across India, the United States, Malaysia, and...
Top Services:
- ERP Consulting
- CRM Consulting
- Big Data Analytics
- IT Services
- Business Consulting
- Show more
- Location
- Jaipur, India
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $25,000 - $50,000
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsGenXAI Analytics Services
Data sourced from the agency's DesignRush profileBajaj Finserv Reliance General Insurance Snapdeal Clever ALKEM Max Healthcare Meril Group NDDB Dairy Services Godrej Eternal Limited (Zomato)
GenXAI Analytics Reviews & Testimonials
Sawan Singh's Review Sourced from Google
Really solid experience with GenXAI Analytics. We needed help with our Anaplan setup and they got it done without the usual back-and-forth headaches. The team actually listened before jumping to solutions, which isn't as common as you'd hope. Would work with them again.
Deepak Bunkar's Review Sourced from Google
Great experience working with GenXAI. Their consultants know their stuff and focus on practical fixes rather than overcomplicating things. The project came in on time and on budget.
Aman Pareek's Review Sourced from Google
We had an excellent experience working with GenXAI. Their team demonstrated exceptional professionalism, technical expertise, and a deep understanding of our business requirements throughout the engagement.One of the highlights of the project was their Enterprise Performance Management (EPM) implementation. The team took the time to understand our planning, budgeting, forecasting, and reporting needs, and delivered a well-structured solution that streamlined our business processes and improved decision-making. Their expertise in EPM implementation, combined with their consultative approach, ensured a smooth deployment and successful adoption.Communication was transparent, timelines were well managed, and the team was always responsive to our questions and feedback. They consistently focused on delivering high-quality solutions while providing valuable recommendations to enhance the overall outcome.Overall, GenXAI proved to be a reliable technology partner with strong capabilities in EPM, AI, analytics, and digital transformation. We are extremely satisfied with the results and would highly recommend them to organizations looking for a trusted implementation and consulting partner.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
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Big Data Company FAQs
What is a big data company?
A big data company analyzes vast volumes of complex data to guide valuable business decisions. It often works with disparate, unfiltered data that requires advanced techniques and technologies to detect patterns that are not immediately apparent.
For instance, a big data company processes customer data from offline (e.g., in-store visits) and online sources (e.g., social media, eCommerce stores, and email forms) to predict buying behavior.
How do big data agencies help businesses analyze and leverage massive datasets?
Big data agencies help businesses leverage massive data through specialized tools and techniques to collect, filter, organize, and analyze data. After, it translates this information into understandable and usable formats, such as reports or dashboards. By doing so, businesses can make strategic decisions to enhance operations, customer experiences, and product offerings, resulting in a competitive advantage.
Which industries benefit most from big data solutions?
The healthcare, finance, manufacturing, and retail industries benefit most from big data solutions. Healthcare providers use big data for more accurate patient diagnosis; financial institutions for fraud detection and risk assessment; manufacturing for supply chain optimization; and retail for demand prediction.
However, beyond these sectors, businesses of all types can gain from partnering with a data analytics company. With over 1.45 trillion gigabytes of data generated daily, organizations will require experts to effectively manage and analyze their data.
What are the top-rated big data companies on DesignRush in 2025?
In 2025, the top-rated big data companies on DesignRush include:
What core and specialized big data services do these companies provide?
These companies provide the following core and specialized big data services:
- Data integration
- Predictive analytics
- Customized reporting
- Data visualization
- Artificial intelligence (AI) and machine learning (ML) training and integration
- Real-time analytics
- Data governance
- Business intelligence consulting
How much do big data services cost in 2025?
In 2025, big data services cost $5,000 to $15,000 annually for small businesses, $15,000 to $100,000 for mid-sized companies, and $100,000 to $500,000 for enterprises.
However, the final cost will be determined by the organization's data complexity and volume, technology and infrastructure, industry-specific requirements, and service model.
How long does it take to see ROI from big data projects?
It takes about 6-12 months after deployment to see ROI from big data projects. Within this timeframe, businesses can experience a more stable data model, efficient workflows, and an improved bottom line.
However, the exact length of time will depend on the organization’s goals and KPIs, data maturity level, and user adoption rates.
What should you look for when hiring a big data company?
When hiring a big data company, look for markers of reliability and credibility, such as:
- Industry certifications, awards, and recognitions
- Case studies and recent projects that show experience in your industry
- Positive client feedback and testimonies
- Strong data governance
- Knowledge of the latest tools and best practices, such as AI/ML, SQL, and PowerBI
- Cultural alignment and a transparent and collaborative approach
What red flags indicate that a big data provider may not be the right fit?
Here are some indicators that the big data provider may not be the right fit for your business:
- Missing certifications, awards, and recognitions that prove its data analytics expertise
- Insufficient experience in your industry, type of data, and technological infrastructure
- Inability to customize its solutions to your specific requirements and integrate them with your systems
- No documentation processes, cybersecurity policies, or knowledge of industry-specific regulations
- Lack of a clear big data strategy and inability to tie processes to tangible business outcomes
- Poor client services, as seen in client testimonies and feedback
What key questions should you ask before signing a big data contract?
Before signing a big data contract, consider asking these key questions:
- Can you provide examples of projects you've completed in our specific industry or with similar data types?
- How do you ensure data quality and accuracy throughout the analytics process?
- What is your approach to data integration with existing systems?
- What is your approach to knowledge transfer and training for our internal team?
- How will you ensure that the insights generated are actionable and integrated into our decision-making processes?
How does big data consulting differ from business intelligence or analytics services?
Big data consulting involves collecting, organizing, cleansing, storing, managing, and analyzing volumes of raw data in real-time (velocity) and from multiple sources (variety). On the other hand, business intelligence focuses on translating this information into digestible and actionable business insights. Often, these two fields work together to help organizations maximize their data.
Lastly, traditional analytics services only deal with structured data and use statistical, descriptive, and diagnostic analytics. As such, they don’t have the capacity or the systems to derive accurate insights from vast data sets.
Which tools, databases, and platforms do top big data companies use?
Top big data companies use the following tools, databases, and platforms:
- Programming languages: SQL, NoSQL, Python, Java, Scala
- Big data processing tools: Hadoop, Apache Spark, Kafka, Flink, Storm
- Data mining: RapidMiner, Presto
- Data storage: Snowflake, MongoDB, BigQuery, Oracle, IBM, SAP HANA
- Data management: Talend, Informatica, Apache Airflow, Apache Zookeeper
- Data governance: Collibra, Informatica Axon, Alation
- BI tools: Microsoft BI, Tableau
- Cloud platforms: AWS, Google, Azure, Cloudera
How legitimate is the content in the FAQs?
We’re committed to providing practical and accurate information to both businesses and agencies, so we turned to Chike Agbai, founder and CEO of Azumo, a fast-growing software development company. He shared his perspective on what qualifications to look for in a big data partner.
Chike Agbai spent nearly two decades as an investment banker on Wall Street, where he advised leading software companies such as Oracle, Salesforce, and Dell on high-stake transactions, before founding Azumo in 2016. Under his leadership, Azumo has grown into a multi-million-dollar business, creating software solutions for global brands like Meta, Discovery, and Zynga, as well as high-growth startups.