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.
Altimetrik is a global digital-business services firm specializing in data engineering, cloud/native platform modernization, AI/GenAI and full-stack digital engineering helping enterprises transform raw data into scalable, actionable insights and build modern, agile data platforms...
Top Services:
- Big Data Analytics
- Cloud Consulting
- Location
- Southfield, Michigan
- Number of Employees
- 1000 & Up
Persepta is a data-first consulting and services firm offering data engineering, analytics, AI, cloud & modern data-platform solutions. They help mid-sized and large enterprises convert raw data into actionable insights, modernize data pipelines, enable business intelligence and drive data-enabled decision...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Orlando, Florida
- Number of Employees
- Under 49
Brooklyn Data is a data and analytics consultancy that helps organizations build modern, scalable data infrastructure, transform raw data into actionable insights, and implement data-driven operations offering data engineering, analytics, governance, AI/ML, and full-stack data services to enable better...
Top Services:
- Big Data Analytics
- AI Development
- Location
- New York City, New York
- Number of Employees
- 100 - 249
Programmers Inc. is a full-service IT consulting and digital-engineering firm providing data engineering, data & analytics, AI/ML, software development, cloud & integration and custom product services helping companies build scalable data platforms, derive actionable insights, and modernize digital...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Chicago, Illinois
- Number of Employees
- 100 - 249
BPSCorp builds and maintains robust data warehouse solutions and offers consulting on SQL Server, data integration, and BI tooling. The firm helps clients consolidate data, manage infrastructure, and turn raw data into actionable business intelligence...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Sacramento, California
- Number of Employees
- Under 49
Equal Experts is a global consultancy and software-engineering network offering data engineering, data-platform build-out, data products, analytics & AI/ML services helping organizations build reliable, scalable data pipelines and infrastructure, enabling data-driven decision-making and modern digital...
Top Services:
- Big Data Analytics
- AI Development
- Location
- London, United Kingdom
- Number of Employees
- 1000 & Up
JMAN Group is a global data & analytics consultancy that combines commercial-/private-equity (PE) expertise with data engineering, data science, BI and full-stack engineering helping PE funds and their portfolio companies build scalable data platforms, deliver real-time reporting and analytics, and drive...
Top Services:
- Big Data Analytics
- AI Development
- Location
- London, United Kingdom
- Number of Employees
- 250 - 499
iwantmore.ai is an AI consulting firm that is broadening access to cutting edge AI solutions for smaller and medium sized business...
Top Services:
- Big Data Analytics
- AI Development
- Location
- London, United Kingdom
- Number of Employees
- Under 49
We work with leading manufacturers and brands around the globe to make their products and operations better, faster and more efficient with proven and emerging digital technologies.We take our duty as trusted advisors seriously. The worlds product development, manufacturing and supply chain leaders count on...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Milwaukee, Wisconsin
- Number of Employees
- 1000 & Up
Syniti is a global enterprise data management company that helps organizations migrate, manage, and govern data at scale, transforming complex data challenges into trusted, actionable business outcomes through expert services and intelligent technology...
Top Services:
- Big Data Analytics
- ERP Consulting
- Location
- Needham, Massachusetts
- Number of Employees
- 1000 & Up
phData is a US-based modern data consultancy specializing in data engineering, analytics, and data platform modernization, including structured data migration services that help enterprises move, unify, and operationalize data at scale...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Minneapolis, Minnesota
- Number of Employees
- 500 - 999
Lovelytics is a US-based data, AI, and analytics consulting firm that helps organizations modernize data platforms, derive insights, and execute structured data migrations into modern environments as part of broader data transformation efforts...
Top Services:
- Big Data Analytics
- AI Development
- Location
- Arlington, Virginia
- Number of Employees
- 500 - 999
Feathersoft specializes in Power BI consulting, helping organizations convert complex data into actionable insights. Their team develops interactive dashboards, data models, and reporting solutions that support informed decision-making and operational efficiency...
Top Services:
- Big Data Analytics
- Software Development
- Location
- Ontario, California
- Number of Employees
- 250 - 499
Essential Computing (Essential) helps Microsoft-centric organizations adopt the cloud and modern workplace technologies while expertly handling legacy data and system migrations into Microsoft 365 and Azure. With deep experience supporting workplace management, governance, and cloud transitions, they provide...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Portishead, United Kingdom
- Number of Employees
- Under 49
Onware provides specialized Tableau consulting services that help organizations convert complex data into actionable insights with interactive dashboards and analytics solutions. As a certified Tableau Solutions Partner, the agency integrates data from multiple systems and builds tailored visualizations that...
Top Services:
- Big Data Analytics
- IT Services
- Location
- Houston, Texas
- Number of Employees
- 50 - 99
GrowthBI is a data analytics and AI consultancy that helps mid-market businesses build the data foundations required for reliable reporting, business intelligence, and AI adoption. Founded by leaders who previously built analytics capabilities at companies such as Atlassian, SEEK, REA, and Airwallex, GrowthBI...
Top Services:
- Big Data Analytics
- Business Consulting
- Location
- Melbourne, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $25,000 - $50,000
We are Salesforces #1 Choice to Deliver Outstanding Data Cloud Projects to their Customers...
Top Services:
- Cloud Consulting
- CRM Consulting
- Big Data Analytics
- Managed Services
- Mobile App Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $1/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
Axer Strategies is the independent diagnostic and strategic layer for corporate B2B marketing teams, identifying the performance constraints and prescribing the sequence their teams implement...
Top Services:
- Digital Strategy
- Business Consulting
- Digital Marketing
- Big Data Analytics
- CRO
- Show more
- Location
- Dallas, Texas
- Number of Employees
- Under 49
- Minimal Budget
- $1,000 - $10,000
Programming and electronics design for Internet-connected devices.We are a team of experienced and highly qualified engineers who design and build applications for embedded platforms...
Top Services:
- IoT
- Software Development
- Cloud Consulting
- Mobile App Development
- DevOps Consulting
- Show more
- Location
- Poznan, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 6 Projects Listed
Hubspire stands as a premier mobile app development firm situated in the heart of New York City. Renowned for our exceptional and unique end-to-end app solutions and educational app, we cater to both large-scale enterprises and small businesses, alongside government agencies...
Top Services:
- Mobile App Development
- IoT
- UI/UX Design
- AI Development
- Web Development
- Show more
- Location
- New York City, New York
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 5 Projects Listed
At i-Qode Digital Solutions, we're not just navigating the future of recruitment and staff augmentation; we're creating it. Our essence is innovation, driven by the synergy of cutting-edge technology and strategic talent solutions. We are ISO 27001 and ISO 9001 company...
Top Services:
- Staff Augmentation
- HR Outsourcing
- IT Services
- Cloud Consulting
- AI Development
- Show more
- Location
- Pune, India
- Number of Employees
- Under 49
- Portfolios Count
- 10 Projects Listed
CIGNEX: Empowering Enterprises Through Open Source, Cloud, and Automation As a global consulting company, CIGNEX drives digital transformation using open source, cloud, MongoDB, and automation technologies...
Top Services:
- eCommerce Development
- Web Development
- Big Data Analytics
- Location
- Livonia, Michigan
- Number of Employees
- 500 - 999
- Portfolios Count
- 5 Projects Listed
Upstaff provides expert AI, Web3, software, and data engineers to drive business transformation and growth. We excel in solving complex technical challenges, scaling projects, and optimizing system performance through our curated engineering talent pool and in-house expertise. Upstaff, as a software...
Top Services:
- HR Outsourcing
- Blockchain
- Software Development
- Mobile App Development
- AI Development
- Show more
- Location
- London, United Kingdom
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 4 Projects Listed
We specialize in building augmented teams tailored to our clients' needs. Nimble and pragmatic, we prioritize real teamwork and smooth collaboration without any red tape...
Top Services:
- Staff Augmentation
- IT Services
- Software Development
- HR Outsourcing
- AI Development
- Show more
- Location
- Krakow, Poland
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 3 Projects Listed
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
Aptera is a custom software development company which specializes in developing programs, websites, and mobile apps for enterprise-level companies. The company has worked closely with many different businesses and has successfully helped its clients move forward with all of their digital pursuits...
Top Services:
- Big Data Analytics
- IT Services
- Managed Services
- Cybersecurity
- UI/UX Design
- Show more
- Location
- Fort Wayne, Indiana
- Number of Employees
- 50 - 99
- Minimal Budget
- $50,000 & Up
ClicData is a cloud-based data management and business intelligence platform that helps organizations connect, transform, analyze, and visualize information. With 500+ data connectors, AI-powered dashboards, automated workflows, advanced analytics, and interactive reporting, ClicData brings complex data into...
Top Services:
- Big Data Analytics
- AI Development
- Software Development
- Digital Strategy
- eCommerce
- Show more
- Location
- Toronto, Canada
- Number of Employees
- Under 49
- Minimal Budget
- Under $1,000
iPrevailed provides Innovative Solutions to entrepreneurs, startups, and businesses owners like yourself. Partnering with iPrevailed allows you to focus on your company’s core competencies while iPrevailed handles all of your technology, business and digital requirements so that you can prevail...
Top Services:
- Mobile App Development
- Web Development
- Software Development
- Web Design
- UI/UX Design
- Show more
- Location
- Dallas, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- Under $1,000
- Portfolios Count
- 4 Projects Listed
Leaders across the Americas in IT Automation, Solutions Development, Data Managment and Smart Factory / Delivery Center, Today we are more than 900 Softers and with offices in Atlanta, Medellin, Panama, Dominican Republic. Guatemala and El Salvador...
Top Services:
- Software Development
- Staff Augmentation
- IT Services
- DevOps Consulting
- Cloud Consulting
- Show more
- Location
- Medellín, Colombia
- Number of Employees
- 1000 & Up
- Portfolios Count
- 4 Projects Listed
Empowering businesses with data-driven solutions for strategic growth and decision-making. We focus on building robust insights & automations for startups worldwide, using our comprehensive services tailored to enhance businesses with advanced technology solutions...
Top Services:
- Big Data Analytics
- AI Development
- Web Development
- Mobile App Development
- Software Development
- Show more
- Location
- Ahmedabad, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Portfolios Count
- 4 Projects Listed
Oplayo is a cutting-edge German company which connects clients with data driven professionals in the field of online marketing and web analysis. With offices throughout Berlin, Munich and Dusseldorf, Oplayo offers tailored communication solutions to its customers including Tracking & Targeting for SEO, SEA...
Top Services:
- Digital Marketing
- Digital Strategy
- Big Data Analytics
- CRO
- Content Marketing
- Show more
- Location
- Berlin, Germany
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 1 Project Listed
Digital Pixora is an elite software engineering and digital transformation agency. We don't just build websites; we engineer high-performance web applications, complex B2B SaaS platforms, and custom Artificial Intelligence (AI) solutions tailored for enterprise growth. Our core expertise lies in Rea...
Top Services:
- Software Development
- AI Development
- Web Development
- UI/UX Design
- Web Design
- Show more
- Location
- Toronto, Canada
- Number of Employees
- Under 49
- Average Hourly Rate
- $120/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
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
We're based in New York and were named one of the top performing app dev agencies for startups by the GoodFirms. Check out some of the awesome work we did here https://bromin7.com...
Top Services:
- Mobile App Development
- Software Development
- Big Data Analytics
- Digital Marketing
- Show more
- Location
- New York City, New York
- Number of Employees
- Under 49
- Average Hourly Rate
- $89/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 5 Projects Listed
Macromodule Technologies builds high-performance digital products for global businesses. We combine modern UI/UX, cloud engineering, AI, and blockchain to deliver secure, scalable, and growth-ready solutions...
Top Services:
- Blockchain
- Big Data Analytics
- AI Development
- Mobile App Development
- UI/UX Design
- Show more
- Location
- Miami, Florida
- Number of Employees
- Under 49
- Average Hourly Rate
- $35/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
SCD is a custom software development company based in Dubai, UAE.Since 2002, we have collaborated with innovative Startups, SMEs, and Enterprises from Western Europe, USA, Canada, & the Middle East. We have completed dozens of large-scale projects and plenty of smaller ones of various complexity...
Top Services:
- Software Development
- Software Testing
- AI Development
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- Under 49
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 3 Projects Listed
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
NOVUS is an independent media agency that architects growth with purpose where every media decision is intentional, measurable, and built for impact...
Top Services:
- Digital Marketing
- Media Buying
- Social Media Marketing
- Video Marketing
- Advertising
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $185/hr
- Minimal Budget
- $50,000 & Up
TechFabric builds data platforms, AI agents and custom software for US companies, and stays to run what it builds. We're a Databricks partner with 80 Databricks-certified engineers, a Microsoft Solutions Partner and a Temporal partner. Most work starts with a fixed-fee, two-week Health Check or a six-week...
Top Services:
- Product Design
- AI Development
- Mobile App Development
- Software Development
- CRM Consulting
- Show more
- Location
- Gilbert, Arizona
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 4 Projects Listed
We specialize in AI & Machine Learning, including Predictive Analytics, NLP, Generative AI, Computer Vision & Image Recognition, NLP, Robotic Process Automation, Power BI / Tableau Data Analytics, and Custom Web & Mobile App Development (iOS & Android)...
Top Services:
- AI Development
- Big Data Analytics
- Web Development
- Mobile App Development
- Show more
- Location
- Dubai, United Arab Emirates
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
One Federal Solution (OFS) is a leading provider of government and commercial technology solutions, specializing in staff augmentation. With a commitment to accelerating transformation in today's highly virtual world, we deliver rapid software implementations and staff transformations that set new industry...
Top Services:
- Staff Augmentation
- Big Data Analytics
- eCommerce Development
- Location
- Alexandria, Virginia
- Number of Employees
- Under 49
- Portfolios Count
- 3 Projects Listed
Delbridge Solutions is a distinguished provider of Implementation and Managed Services catering to enterprises across North America, Europe, and Latin America...
Top Services:
- Software Development
- Big Data Analytics
- AI Development
- Location
- Vaughan, Canada
- Number of Employees
- 100 - 249
- Portfolios Count
- 3 Projects Listed
Named Best AI Company and Software Development Company by The Netty Awards, Opinov8 is a global technology firm with development hubs across the United States, Europe, and Egypt...
Top Services:
- Software Development
- Mobile App Development
- UI/UX Design
- Web Development
- Big Data Analytics
- Show more
- Location
- Chicago, Illinois
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $42/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 3 Projects Listed
We partner as your Product and Application development team and help build the product right in the first attempt. We provide 5 core speciality - Full stack Custom Application developmen, Low code AI/ML Solutions, Embedded Apps, IoT , Native / Cross platform Mobile and Desktop Apps...
Top Services:
- AI Development
- Software Development
- UI/UX Design
- IoT
- Web Design
- Show more
- Location
- Dehradun, India
- Number of Employees
- Under 49
- Average Hourly Rate
- $25/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 9 Projects Listed
With 8+ years delivering digital excellence, we now build agentic AI systemssmart agents, LLMs, generative AI, predictive analyticsthat think, act, adaptand drive real business outcomes...
Top Services:
- AI Development
- Blockchain
- Big Data Analytics
- eCommerce Development
- Software Development
- Show more
- Location
- Dallas, Texas
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $45/hr
- Portfolios Count
- 4 Projects Listed
DataEntryIndia.in is a leading data management and BPO service provider with over 25 years of experience and 850+ full-time data experts...
Top Services:
- Market Research
- BPO
- Big Data Analytics
- AI Development
- Show more
- Location
- Laguna Beach, California
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $10/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 1 Project Listed
TechMagic - a full-cycle development company with strong Healthtech expertise that provides end-to-end software development services to businesses.With a proven track record of 200+ successful projects, 10+ years on the market, and 300+ experts onboard, TechMagic is your trusted partner...
Top Services:
- Software Development
- Mobile App Development
- AI Development
- Cybersecurity
- IT Services
- Show more
- Location
- Lviv, Ukraine
- Number of Employees
- 250 - 499
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $1,000 - $10,000
- Portfolios Count
- 5 Projects Listed
Everpeak Partners is a full-service Salesforce consulting partner dedicated to your success. We specialize in Sales Cloud, Service Cloud, Community Cloud, Pardot, and CPQ, offering custom development, system architecture design, integrations, and training to optimize your business processes...
Top Services:
- Mobile App Development
- eCommerce Development
- Location
- Portland, Oregon
- Number of Employees
- Under 49
- Average Hourly Rate
- $175/hr
- Portfolios Count
- 1 Project Listed
Join us at Deloitte, where we believe that our collective influence is the cornerstone of our value. With a rich legacy spanning over 175 years and a global network encompassing 150 countries, we empower remarkable achievements, solve complex problems, and drive meaningful progress for clients, professionals...
Top Services:
- Business Consulting
- Accounting
- HR Outsourcing
- Big Data Analytics
- CRM Consulting
- Show more
- Location
- New York City, New York
- Number of Employees
- 1000 & Up
- Portfolios Count
- 6 Projects Listed
We design and build enterprise software, CRM systems, internal tools, and modern web platforms the kind of solutions that help businesses cut through operational complexity and grow with confidence...
Top Services:
- Web Development
- Software Development
- DevOps Consulting
- Big Data Analytics
- Business Consulting
- Show more
- Location
- Tallinn, Estonia
- Number of Employees
- Under 49
- Average Hourly Rate
- $30/hr
- Minimal Budget
- $10,000 - $25,000
- Portfolios Count
- 3 Projects Listed
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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.