Top Big Data Analytics Companies

Are you searching for ‘Best Big Data Analytics Companies’? GoodFirms in-depth research will help you in your quest for leading big data companies and business intelligence companies. Businesses are searching for the best business intelligence consulting services that can assist them in big data analytics to ultimately make the right business decisions. Several big data companies claim to be the best in this domain. To help enterprises pick the right firm, GoodFirms has curated a list of top big data analytics consulting companies. Check the below list of most promising contenders in the Big Data industry that helps businesses adopt data analytics in the right way:

Top Big Data Analytics Companies
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List of Top Big Data Companies | Top Big Data Analytics Companies

  • MobiDev

    Web and Mobile development, AI apps
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    To create a game-changing product, there’s a need to mix traditional software development and innovation. MobiDev is an award-winning software engineering company that delivers both classic and AI-powered Web and Mobile apps from scratch or integrates AI/ML components into existing systems. We offer you the ... learn more about MobiDev

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    $50 - $99/hr
    250 - 999
    2009
    United States, Ukraine
  • NIX

    Enterprise Software, Data Analytics & BI Solutions
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    Over 28 years in the software engineering business we’ve delivered 3’000+ software solutions for clients worldwide. According to IAOP, GSA, & EBA, NIX is the recurring leader of TOP-100 global software development companies. With 2’500+ experts onboard, we deliver innovative technology soluti ... learn more about NIX

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    $50 - $99/hr
    1,000 - 9,999
    1994
    United States
  • SPEC INDIA

    Enterprise Software, Mobility & BI Solutions
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    SPEC INDIA is an ISO/IEC 27001:2013 company with 30+ years of established experience. We specialize in Custom Software Development, Web & Mobile App Development, BI & Analytics Solutions, Automation & Security Testing, Legacy Software Migration, Product Engineering, and IoT Solutions. SPEC INDIA has ... learn more about SPEC INDIA

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    < $25/hr
    250 - 999
    1987
    India, United States
  • Sigma Data Systems

    Discover the world of Big Data with us!
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    Sigma understands the criticality of each piece of data in today’s world and in the next generation. Sigma was born to give its expertise in the world of Big Data! It has pre-define workshop patterns to understand the problem based on this it provides unique solutions to every customer using various tools and fra ... learn more about Sigma Data Systems

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    $25 - $49/hr
    250 - 999
    2010
    United States, Australia
  • Classic Informatics

    The Digital Innovation Company
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    Classic Informatics is a global web development company delivering digital, web and mobile solutions at scale. We team up with Start-ups, SMEs & Enterprises to build and deliver user-centric products and solutions. We do it by infusing our technical expertise with design-thinking, enabling businesses to transform t ... learn more about Classic Informatics

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    $25 - $49/hr
    50 - 249
    2002
    India, United Kingdom
  • A Trusted Tech Partner for Global Expansion/ Grow Your Team with a Trusted Tech Partner Geomotiv is a US-based custom software development and IT staff augmentation company. Since 2010, we have been serving clients globally and providing international talent for projects in EdTech, eCommerce, Adtech, Linear and OTT ... learn more about Geomotiv

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    $25 - $49/hr
    50 - 249
    2010
    United States, Egypt
  • NeenOpal Inc.

    The Hub Of Data Science Innovation
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    NeenOpal is a global consulting firm with a unique and specialized focus on Data Science, Business Intelligence and Customer Relationship Management solutions.  Our aim is to drive Digital Transformation for our customers, ranging from budding startups to large corporations, leveraging their data fo ... learn more about NeenOpal Inc.

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    $25 - $49/hr
    10 - 49
    2016
    United States, India
  • instinctools

    Delivering the future. Now.
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    *instinctools has been a reliable technology partner in various industries for over 20 years. We advise our customers on the path of digital transformation and turn their visions into reality. As an international team with headquarters in Germany fueled by more than 350 experts and ambitious growth plans we focus ... learn more about instinctools

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    $25 - $49/hr
    250 - 999
    2000
    United States, Germany
  • LatentView Analytics

    Forging Digital Transformation through Analytics.
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    LatentView Analytics is one of the world’s largest and fastest growing digital analytics firms. We help companies drive digital transformation by helping them combine digital and traditional data to gain a competitive advantage. LatentView provides a 360-degree view of the digital consumer, enabling companies to ... learn more about LatentView Analytics

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    $100 - $149/hr
    250 - 999
    2006
    United States
  • Think Big Analytics

    Driving Business Outcomes with Modern Analytics.
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    Helping Innovative Companies Think Big with Big Data since 2010. Think Big, start smart and scale fast with our industry-leading expert services and solutions. Turn your big data opportunities into returns that will position your organization ahead of the competition.

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    $100 - $149/hr
    250 - 999
    2010
    United States
  • Qlik

    Faster answers. More insights. Better outcomes
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    Qlik® delivers intuitive platform solutions for self-service data visualization, guided analytics applications, embedded analytics and reporting to approximately 45,000 customers worldwide.

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    $100 - $149/hr
    1,000 - 9,999
    1993
    United States
  • InData Labs

    Big on Data Science and AI
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    InData Labs is a 80+ people strong data science firm and AI-powered solutions provider with its own R&D center that helps companies across the world to find perfect solutions to their big data challenges. Since 2014, we have successfully implemented numerous projects for various industries: 150+ pr ... learn more about InData Labs

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    $50 - $99/hr
    50 - 249
    2014
    Cyprus
  • TIBCO Software Inc

    Connected Intelligence with new business models
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    TIBCO fuels digital business by enabling better decisions and faster, smarter actions through the TIBCO Connected Intelligence Cloud. From APIs and systems to devices and people, we interconnect everything, capture data in real time wherever it is, and augment the intelligence of your business through analytical insigh ... learn more about TIBCO Software Inc

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    $100 - $149/hr
    1,000 - 9,999
    1997
    India, Australia
  • Datapine

    BUSINESS INTELLIGENCE MADE EASY
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    datapine is a young innovative company located in the heart of Berlin. We are developing a highly scalable SaaS tool that will revolutionize the way of performing database analysis by making even complex functionalities available to non-technical persons. With our product, we aim to become the innovation leader in the ... learn more about Datapine

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    $50 - $99/hr
    10 - 49
    2012
    Germany
  • Datameer

    It’s About the Data not the Science.
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    At Datameer, we’re obsessed with making data the most valuable asset in any organization. We believe that when people have unconstrained access to explore massive amounts of data at the speed of thought, they can make data-driven decisions that can wholly impact the future of any business.

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    $100 - $149/hr
    250 - 999
    2009
    United States
  • Metric Insights

    Give your data the audience it deserves
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    Users miss critical events in the data every day. With access to too many reports and dashboards, it is impossible for them to monitor every metric, all the time. Push Intelligence works by integrating with your existing data, applications, and BI solutions ensuring your data gets the audience it deserves.

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    $50 - $99/hr
    50 - 249
    2010
    United States
  • Pyramid Analytics

    More than a BI platform It's the Analytics OS
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    Pyramid Analytics is a global BI&A leader offering an analytics platform that helps companies compete as world-class data-driven organizations. Pyramid Analytics offers Pyramid 2018, a server-based, multi-user Analytics OS that supports the full self-service analytics workflow across six modules. Pyramid 2018 prope ... learn more about Pyramid Analytics

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    $100 - $149/hr
    50 - 249
    2008
    United States
  • Dimensional Insight

    Analytics tools built on Diver Platform
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    At Dimensional Insight we handle complexity better than anyone. Since 1989, we’ve been developing and deploying our business intelligence solutions for complex, highly-regulated and compliance-driven industries such as healthcare, manufacturing and beverage alcohol. With over 2,600 customers in 31 countries, we&r ... learn more about Dimensional Insight

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    $100 - $149/hr
    50 - 249
    1989
    United States, Germany
  • Phocas Software has been voted #1 across 24 categories in the world's largest business intelligence software survey. Phocas Software is a leading business intelligence software firm created by Myles Glashier and Paul Magee in 1999.

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    $50 - $99/hr
    50 - 249
    1999
    United Kingdom, United States
  • Sisense

    Answer the tough questions, Faster.
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    Periscope Data builds analytics software that turns data teams into superheroes. Our Unified Data Platform is the industry’s first to address the complete analytics lifecycle, allowing data teams to ingest, store, analyze, visualize and report on data all from one connected platform. This empowers them to collabo ... learn more about Sisense

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    $100 - $149/hr
    50 - 249
    2012
    United States
  • Ducen IT

    Intelligence to Decision Making
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    Ducen IT empowers Fortune 1000 companies across multiple industries through quality solutions and services – arming decision makers with actionable insights to deliver with confidence. As an technology solutions provider, Ducen help organizations simplify data management, secure business processes, and deliver ... learn more about Ducen IT

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    $100 - $149/hr
    250 - 999
    2003
    United States, India
  • Sumo Logic

    Log management & security analytics
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    Sumo Logic is a secure, cloud-native, machine data analytics service, delivering real-time, continuous intelligence from structured, semi-structured and unstructured data across the entire application lifecycle and stack. 

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    $100 - $149/hr
    250 - 999
    2010
    United States, India
  • CBIG Consulting

    Have a conversation with your data.
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    CBIG’s team of consultants, analysts, and data architects work with enterprises like yours to build a roadmap to success with Business Intelligence and Big Data Analytics. Regardless of the state of your data, CBIG Consulting can help get you on the right track and start delivering results.

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    $100 - $149/hr
    50 - 249
    2002
    United States
  • We provide predictive and explorative analytics. We help you take strong scientific decisions for your business by providing the best business analytics to steer your business in the right direction. We're passionate about helping businesses improve their decision-making process by implementing the data-based scien ... learn more about Rudder Analytics

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    $25 - $49/hr
    10 - 49
    2015
    India
  • Empirical Path

    We tell the story behind your numbers.
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    Empirical Path is led by seasoned online marketers with advanced degrees who personally deliver client engagements, from contracting and implementation through reporting and recommendations.

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    $100 - $149/hr
    2 - 9
    2002
    United States
  • Beyond Analysis

    Putting data to work​.
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    We help businesses use data to become leaner, make smarter, faster decisions and solve complex business problems. Our vision is to help our clients to become passionate advocates of data-driven decision making through making it quick and easy to put your data to work and get it out into the hands of the frontline.  ... learn more about Beyond Analysis

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    $100 - $149/hr
    50 - 249
    2000
    United Kingdom
  • SCI-BI

    Cleaner Data Drives Accurate Reporting.
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    At SCI-BI we believe, “Cleaner Data Drives Accurate Reporting”. We insist on Data Quality at all stages of our Integration process. Our methodology involves thorough scrutiny of data to report the right data, capturing erroneous data at early stages, and push very hard towards “Single Version of the T ... learn more about SCI-BI

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    $50 - $99/hr
    10 - 49
    2012
    India
  • Experfy

    Accelerate your adoption of emerging technologies.
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    Experfy is an intellectual powerhouse where industry thought leaders are combining consulting and teaching to reinvent the future. We provide free consultations to help you scope your project needs and provide 10x the savings over traditional consulting firms. If there is a skills gap in your workforce, we offer a powe ... learn more about Experfy

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    $50 - $99/hr
    10 - 49
    2014
    United States
  • Tiger Analytics

    Derive business value through data.
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    Tiger Analytics is an advanced analytics and AI consulting firm enabling enterprises to generate business value through data. Today, we are the trusted data sciences and data engineering partner for several Fortune 100 companies, who are leaders in their respective industries. 

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    $100 - $149/hr
    250 - 999
    2011
    United States, India
  • Gainsight

    Turn your Customers into your best Growth Engine
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    At Gainsight, we reject the idea that work and life are mutually exclusive. Our team members are passionate about what they do, and we strive to create an environment that brings that passion to life. We’re a diverse, brilliant, quirky group of people united by five core values:

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    $100 - $149/hr
    250 - 999
    2009
    United States
  • ThoughtSpot

    Search & AI-Driven Analytics
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    ThoughtSpot’s AI-Driven analytics platform puts the power of a thousand analysts in every business person's hands. With ThoughtSpot, you can use search to easily analyze your data or automatically get trusted insights pushed to you with a single click. ThoughtSpot connects with any on-premise, cloud, big data ... learn more about ThoughtSpot

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    $100 - $149/hr
    250 - 999
    2012
    India, United States
  • Trifacta

    PREPARE RAW & DIVERSE DATA FASTER
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    At Trifacta, we’re focused on building software that helps individuals and organizations unlock the potential of their data by providing a new approach to how data is explored and prepared for analysis. Whether you’re trying to improve the efficiency of an existing analysis process or utilize new sources of ... learn more about Trifacta

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    $50 - $99/hr
    50 - 249
    2012
    United States, Germany
  • Informatica

    Delivering trusted information for analytics
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    Informatica is a leading independent software provider focused on delivering transformative innovation for the future of all things data. Organizations around the world rely on Informatica to realize their information potential and drive top business imperatives. Enterprises depend on Informatica to fully leverage thei ... learn more about Informatica

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    $100 - $149/hr
    1,000 - 9,999
    1993
    United States, India
  • DataTorrent

    Real Time Big Data Analytics Streaming
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    DataTorrent enables organizations to accelerate business outcomes through rapid deployment of enterprise hardened, fast big data analytics applications using the latest innovations in operationalization, data science and machine learning.

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    $100 - $149/hr
    50 - 249
    2012
    United States, India
  • 1010data

    "DO MORE WITH YOUR DATA"
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    Gaining actionable insight requires the best analytical tools and access to all relevant data. 1010data offers a complete solution that provides both, with the only out-of-the-box, self-service, cross-enterprise insights platform. More than 850 of the world’s largest companies trust 1010data to manage, share and ... learn more about 1010data

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    $100 - $149/hr
    250 - 999
    2000
    United States
  • YellowFin

    We take you from raw data to great dashboards
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    All BI companies can tell customers what happened. Yellowfin tells them why it happened. Yellowfin is a global Business Intelligence (BI) and analytics platform dedicated to solving real enterprise analytics challenges, and helping business people understand not only what happened, but why it happened. 

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    $100 - $149/hr
    50 - 249
    2003
    Australia, United Kingdom
  • Agilisium Consulting

    We help organization take the Data to Insight Leap
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    Agilisium, is an ardent endeavour to deliver a stable, secure and scalable Cloud & Data foundation, on which you can confidently explore your business data. And, our Analytics Services enable you to uncover ‘digital’ opportunities, to create better products & services for your customers.

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    $100 - $149/hr
    50 - 249
    2013
    United States
  • Hadoolytics is a global consulting and software development company with a laser focus on Cloud & Big Data services and solutions. We have a dual shore presence that combines on-site consulting expertise with strong offshore software development capabilities, which allows us to deliver value at each step of a custo ... learn more about Hadoolytics Technologies

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    $50 - $99/hr
    10 - 49
    2013
    United States, India
  • Ginkgo Analytics

    Data. Insights. Possibilities.
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    We are independent and specialized in data analytics, big data, machine learning and artificial intelligence.

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    $50 - $99/hr
    2 - 9
    2017
    Germany
  • Alpine Data

    Blueprint for Bringing Data Science to Business.
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    Alpine Data is the provider of Alpine Chorus - the world’s most comprehensive Advanced Analytics Platform for Big Data and Hadoop. Leaders in all industries, from Financial Services to Healthcare, use our software and services to enable their employees to build, deploy and consume analytic applications and insigh ... learn more about Alpine Data

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    $50 - $99/hr
    10 - 49
    2011
    United States
  • Zoomdata

    The Fastest Visual Analytics for Big Data
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    Zoomdata, creators of the industry’s fastest visual analytics for Big Data platform, lets business users see and interact with data in all new ways. Designed mobile and touch first, its patented micro-query architecture delivers results in real-time and gives users a single plane for bridging old data and new dat ... learn more about Zoomdata

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    $100 - $149/hr
    50 - 249
    2012
    United States, Singapore
  • Impetus

    Delivering on the Promise of Big Data.
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    With more than 1600 employees globally, Impetus is focused on creating new ways of analyzing data for businesses—helping them gain key business insights across the enterprise. We bring together a unique mix of Data Science capabilities and technology expertise across the Big Data ecosystem including Hadoop, NoSQL ... learn more about Impetus

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    $100 - $149/hr
    1,000 - 9,999
    1991
    United States
  • Allerin Tech

    Technology for innovative enterprises.​
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    Allerin is a internet of things (IOT) development solutions provider that delivers the most innovative and agile solutions that enable you to automate, inspire and impress. From design to development to delivery, we are the most efficient in the business. We dedicate hours of painstaking analysis to develop solutions t ... learn more about Allerin Tech

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    $100 - $149/hr
    250 - 999
    2004
    United States, India
  • DataStax

    Always on Data Platform
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    DataStax powers the Right-Now Enterprise with the always-on, distributed cloud database built on Apache Cassandra™ and designed for hybrid cloud. 

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    $100 - $149/hr
    250 - 999
    2010
    United States, Australia
  • Consagous Technologies

    Helping brands by being their Technology Partner
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    Our deep expertise in providing end-to-end Big Data Analytics Solutions with the implementation of Data Science Technologies has enabled fortune 500+ companies across different sectors & regions to improve their operational efficiencies, respond quickly to emerging marketing trends & gain a competitive advantag ... learn more about Consagous Technologies

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    $25 - $49/hr
    50 - 249
    2008
    India, United States

Buyer’s Guide

What is Big Data?

Big data definition refers to the vast volume of structured as well as unstructured data available. The quantity of data is so large that it becomes impossible to churn using conventional database and software techniques. In this age of digital advancements, data plays a crucial role in changing the landscape of business processes. With the unlimited availability of information concerning potential customers and their purchasing habits, companies require big data and business intelligence to essentially analyze the data and update their risk management practices to match the current scenarios.

What Are the Benefits of Big Data Analytics?

Here are four significant ways big data assists businesses in achieving their goals.

1. Decision Making:

The principal advantage of employing Big Data Analytics is that it boosts the decision-making process prominently. Big data analytics companies gather all the available data and organize them aptly for their client to make well-informed decisions. Big data solutions include the assessment of several customer-centric factors such as market trends, client requirements, competitors' strategies, etc. promoting a sound decision-making process.

2. Innovation:

Big data analytics consulting companies help businesses in updating current products to accommodate the changing trends. Big data systems collect massive amounts of data, allowing businesses to identify and curate new and innovative products to fit their customer base. Rather than just relying on their instincts, enterprises can now assemble their customers' feedback and product reviews to modify their solutions and deliver what the customers want.

3. Targeted Marketing:

With each industry shifting towards providing customer-centric solutions, organizations must recognize the right target demographic and market their product accordingly. To achieve this, businesses require extensive data about customer patterns. These patterns can further help the service providers in presenting hyper-personalized experiences to their clients and ensuring customer loyalty. Big data analytics can also predict what related products the customers may like, allowing companies to plan their marketing tactics accordingly.

4. Competitive Edge:

The availability of a vast range of service providers can make it challenging for decision-makers to create a name for themselves in the market. Whether a business is well-established or relatively new, it needs comprehensive intelligence to scan the market and traverse it subsequently. Big data analytics solutions level the playing field for each participant, providing the upcoming players a chance to transcend their competitors.

How Does Big Data Assists in Risk Mitigation?

By implementing big data solutions within their organization, businesses are more apt to identify potential threats. Big data management creates a  risk prediction model, significantly contributing to mitigating risks without investing extensively.

1. Identifying Trends and Risk Factors:

Big data companies aid businesses in distinguishing current and forthcoming trends amongst their consumers. The statistical analysis enables new companies to build detailed business strategies. At the same time, established corporations can identify alterations in the behavior of the users in the early stages, making it possible to influence the business in a new direction. Analytics delivered by big data companies can also pinpoint the factors that cause customers to abandon the product or brand, thereby helping to reduce and counter high attrition rates. 

2. Operational Risks:

There are several risks that a business has to traverse daily, which also include decisions on the business location, target market as well as targeted audience, employee retention, data management, etc. With an expert big data system, organizations can easily recognize the key risk indicators (KRIs). Big data services introduce dynamic processes to measure, analyze, and visualize these KRIs to determine the course of action. Big data analytics services grant businesses complete control of the data, allowing full automation of systems to reduce manual intercession. 

3. Recognizing Potential Fraud:

Whether companies are dealing with the personal data of their clients or financial transactions, the threat of being under attack from external sources is constant. Big data analytics companies offer solutions to cross-check a large amount of internal and external data quickly. This affords fast and accurate identification and reduces the chances of fraudulent activity. Besides, businesses can also identify risks and scams during audits and assess potential partners or vendors, thereby ensuring a successful association with other organizations without being deceived.

4. Financial Risk Management:

Big data analytics consulting companies establish a system in place that can effectively identify fraudulent financial actions such as attempts at money laundering, loan scams, etc. By locating suspicious issues rapidly, big data companies can help their clients avoid financial losses. Big data analytics produces statistics after carefully studying the market, business model, competitors, etc. to evaluate market risks and asset liability. This is especially beneficial for financial organizations dealing with upcoming enterprises in determining whether the investment will bring profit to each participating stakeholder.

Which Are the Most Prominent Big Data Technologies?

Businesses must understand the different types of big data services available and how they are beneficial for their project before investing. Therefore, check out the five most notable big data services:

1. Data Analytics:

Data analytics is attributed to the process of analyzing raw information and uncovering patterns to obtain valuable insights using them. This data could either be historic or recently acquired. Data analytics employs algorithmic methods by using several datasets to drive conclusions. With data analytics, businesses can easily map customer requirements and boost sales. 

2. Data Science:

Data science deals with unstructured and structured data that the experts collect, segregate, and interpret. Data science firms hold authority in distinguishing and eliminating unusual, insignificant, and risky data to simplify the task of data analysis. Data science uses statistics, programming, problem-solving, and other such abilities to equip decision-makers with accurate information and empower them to make informed choices.

3. Data Mining:

Data mining refers to the process of extracting useful patterns from the large sets of data available. Its core focus is on establishing previously undiscovered relationships amongst the available information. However, for successful data mining results, a vast and diverse database is imperative. Relational databases, text mining, and web mining are the different types of data mining processes.

4. Data Warehousing:

Data warehousing is an essential section in managing data from heterogeneous sources. It serves as electronic storage of a substantial amount of data that is designed for analysis. Whether the accumulated data is structured or unstructured, it can be stored in the cloud data warehouse, available to the user whenever summoned. It is ideal for decision-makers who rely on vast amounts of data.

5. Edge Computing:

Edge computing is the revolutionary method that brings data closer to the devices while safeguarding it from latency issues. It facilitates the data analysis at the source of the data instead of the centralized servers and systems. Edge computing also ensures additional data security as the information does not travel across the network.

Which Are the Most Famous Big Data Tools?

1. Hadoop:

Hadoop is an open-source framework developed by Apache. It is an ideal big data tool to scale data operations from a single server to multiple servers due to its ability to process large volumes of data available across clusters of networks.

2. Qubole:

Qubole is a cloud data platform created by the combined venture of Facebook’s Big Data infrastructure and Apache Hive. It extends big data services at a reduced price compared to other big data tools. Qubole offers features like intuitive GUI, optimized hive, auto-scaling, etc.

3. HPCC:

HPCC is developed by LexisNexis Risk Solution employing HPCC (High-Performance Computing Cluster) systems. HPCC enhances scalability and performance since it is easy to learn, upgrade, and program. It simplifies data processing with features like data profiling, data cleansing, data management tools, etc.

Which Industries Are Defined by Big Data Analytics?

In this era of technology, most organizations are incorporating big data platforms within their current business model. Their primary goal is to improve consumers’ experience in addition to better-targeted marketing, cost reduction, and enhancing the efficiency of existing products. The top industries revolutionizing their processes via big data are as follows:

1. Big Data in Healthcare:

The contribution of big data analytics ranks high in the advancement of the healthcare industry. Big data in healthcare, when combined with specialized equipment that tracks the vitals of the patients, can simplify diagnoses. Technologies such as wearable devices, disease mapping, predictive analytics, etc. can change the way patients are treated and can save countless lives. Big data analytics solutions with wearable devices allow comprehensive data collection and empower doctors with patients' information detailing the current as well as past medical history. As an example of big data in healthcare, Beth Israel Deaconess Medical Center (BIDMC) of Boston, collects data from millions of patients and uses evidence-based medicine to identify high-risk patients and significant diseases. 

2. Big Data in Banking:

The banking sector can highly benefit from big data solutions. Bank customers can easily track and assess transaction histories and analyze upcoming bills and payments. Moreover, banks can easily study the shift in the market by studying the years of information and investing funds in projects that are most likely to be successful. Big data companies provide solutions to the banks against scams by preventing identity thefts and identifying fraudulent patterns. Big data systems are also beneficial in preventing money laundering, loan scams, etc.

3. Big Data in Education:

In the education industry, one of the biggest challenges is to bring together the vast amount of information available and compartmentalize it. Integrating big data, institutes can monitor the students’ progress by tracking student logs, the hours spent on the system, providing additional worksheets, etc. Moreover, big data can be used to optimize the effectiveness of the institute by analyzing the performance of the teachers and measuring it against the number of students to derive the right proportion. It is also a practical module to help students select the correct course by studying student demographics, their aspirations, subject matter, and other such variables. The University of Tasmania is one of the best examples of big data as it has developed a specialized Learning and Management System to properly use the data.

4. Big Data in Retail:

Retailers must always comprehend what their customers need and when they need it to stay ahead of their competitors. Big data analytics ensure customer retention by providing the insights required to meet their expectations and keep them happy. Data analytics companies can help establishments create a personalized shopping experience for their clientele by studying their preferences and purchasing patterns. Big data management also optimizes operational tasks, facilitates timely analysis of inventory, identifies repeat customers, and offers loyalty programs, as well as forecast demands. Retailers can also figure out potential reasons for losing clients and work on bypassing such situations.

5. Big Data in Transportation:

GPS or Global Positioning System has simplified transportation across the world. Big data firms can collect huge amounts of data from these location-based systems to create a safe, on-time, and comfortable journey for travelers. Transportation companies can outline customer journeys and provide them with personalized information to manage travel time, find the connecting vehicle, etc. Passengers may aptly find alternate routes, real-time seat availability, etc. Big data can additionally be used for traffic control, route planning, track mileage, logistics, and many more. Cities across the world such as Dublin, Stockholm, Da Nang, etc. have implemented big data to manage traffic and congestion, exhibiting an example of big data in road management.

How to Shortlist the Top Big Data Analytics Companies?

Enterprises need to primarily understand their business objectives and then select a big data analytics company that is capable of turning those objectives into concrete results. 

1. Scalability:

It is crucial to find big data firms with the capacity to scale their solutions based upon the size of your project as well as the number of resources you require. Inquire the big data company whether they process sufficient technology and storage capacity that is capable of accommodating your projects as it grows.

2. Cost:

One of the chief benefits of big data analytics is that it substantially lowers the operational cost of the business by storing, maintaining, and analyzing data sets. However, if the cost of hiring a big data agency is more than your current expenses, then it might not be a profitable decision. Ask about all the services offered by data analytics companies and then assess your funds to shortlist the ideal company offering the big data solutions within your budget.

3. Security:

While hiring a big data firm, question them about their security policies. Inquire about how do data analytics companies ensure digital integrity and data authenticity? What is their plan of action against the potential threats of hacking or tampering? It is advisable to opt for an NDA to ensure that there is no leakage of data from the big data analytics consulting companies

4. References:

Customers must request testimonials for their existing and previous clients. This will permit you to gauge their expertise in the field as well as their quality in delivering big data solutions. Moreover, check out the recommendations offered by past clients attributed to the big data company by exploring independent review and rating platforms, such as GoodFirms, to receive accurate customer feedback. 

5. Accessibility:

Another vital factor in determining the right big data analytics partner is the accessibility of the big data analytics solution designed by the service provider. If the layout and usage of the big data platform are excessively complex for you and your staff, then it can be challenging to achieve the right application of the big data system. Also, watch out for a big data system that provides in detail reports complete with charts, graphs, and journey outlines.

Based on your project, you may additionally inquire about other features offered by the big data company such as data compression, restricted or authorized access to the information, easy setup, tag-less solutions, etc.

GoodFirms Research Process:

The main goal of GoodFirms is to help service seekers connect with the best big data analytics consulting companies available across the globe. The list, as mentioned above, includes a wide variety of data analytics companies capable of delivering the kind of big data solutions you require. These companies are evaluated based on three vital criteria viz. Quality, Reliability, and Ability. These criteria are further subdivided to demonstrate the market penetration of the enterprises, their portfolio, the reviews and feedback received from genuine clients as well as their system integration and business intelligence & big data analytics.

GoodFirms urges established and novel big data agencies to provide proof of their achievements to grab a spot in our 'Research’ section. By getting listed, companies enhance their chances of receiving quality leads and boost conversions, as well as build a name for themselves in the industry.

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