• Business
    • Marketing
    • Biz Tech
  • Cloud
  • Social Media
  • Software
  • Gaming
  • More
    • Alternatives
      • Movie Streaming Sites
        • 1MoviesHD
        • Hurawatch
        • Ifvod
        • Bflix
        • Couchtuner
        • FlixHQ
        • Movieorca
        • Turkish123
      • Anime Streaming Sites
        • Animesuge
        • Animekisa
        • Animedao
        • Anilinkz
        • Wcofun
      • Manga Sites
        • Asurascans
        • Comick.fun
        • Webtoon XYZ
      • Sports Streaming Sites
        • Streameast
        • Myp2p
        • VIPRow
        • NFLBite
      • Photos & Graphics
      • Game Utilities
      • Online Tools
      • Misc
  • Cybersecurity
  • Crypto

Subscribe to Updates

Get the latest creative news from FooBar about art, design and business.

What's Hot

10 Essential Financial Tips for Young Professionals Starting Their Careers

Sep 22, 2023

Why Virtual Data Rooms are Essential for Due Diligence

Sep 22, 2023

How Cloud Services Help Students

Sep 22, 2023
Facebook Twitter Instagram
  • Home
  • About Us
  • Privacy Policy
  • Advertise
  • Write For Us
  • Contact Us
Facebook Twitter
Digital Edge
  • Business
    • Marketing
    • Biz Tech
  • Cloud
  • Social Media
  • Software
  • Gaming
  • More
    • Alternatives
      • Movie Streaming Sites
        • 1MoviesHD
        • Hurawatch
        • Ifvod
        • Bflix
        • Couchtuner
        • FlixHQ
        • Movieorca
        • Turkish123
      • Anime Streaming Sites
        • Animesuge
        • Animekisa
        • Animedao
        • Anilinkz
        • Wcofun
      • Manga Sites
        • Asurascans
        • Comick.fun
        • Webtoon XYZ
      • Sports Streaming Sites
        • Streameast
        • Myp2p
        • VIPRow
        • NFLBite
      • Photos & Graphics
      • Game Utilities
      • Online Tools
      • Misc
  • Cybersecurity
  • Crypto
Digital Edge
Home»AI & Big Data»Big Data»3 Reasons Why Organizations Fail To Use Their Big Data Analytics Platform Fully
Big Data

3 Reasons Why Organizations Fail To Use Their Big Data Analytics Platform Fully

Michael JenningsBy Michael JenningsSep 4, 2018Updated:Sep 6, 2018No Comments4 Mins Read

As the volume of data increases and the cost of storage decreases, organizations start investing heavily in their Big Data analytics platform with the intention of using it to understand and improve their business. However, despite all the investments and the effort, most organizations struggle to fully use their Big Data for significant benefits. As per a recent BI on Big Data Adoption survey by Kyvos Insights, only 29% organizations are deriving substantial value from their Big Data investments.

In this article, we will examine the top three reasons why organizations fail to fully use their Big Data Analytics Platform to get insights that are required for decision-making.

Contents hide
1 1. Lack of Skillset
2 2. Data Governance
3 3. Performance

1. Lack of Skillset

The first and the most important reason why organizations find it difficult to get ROI from their big data analytics platform is lack of skill sets on big data technologies within the organization. Business users have to depend on data analysts and IT teams to get the reports they need from big data due to lack of skills. This dependency increases the time to insights, making ad-hoc analysis extremely difficult. Moreover, when analytics is done only by a few data scientists and expert analysts, it is likely that it will not be available to everyone who needs it.

Most business users do not understand the complexity of the big data environment underneath their business intelligence (BI) tools. Also, they cannot be expected to abandon their existing tools, learn new technologies, and build the skills required to handle big data. It is important to separate them from the complex analytic environment so that they do not have to worry about where the data is stored and how it can be accessed. A way to tackle this challenge is to use big data technologies to build a BI Consumption layer that allows business users to access their big data seamlessly while allowing them to continue using their existing BI tools.

2. Data Governance

When data is collected from a large number of varied sources, organizations often face governance issues that make it difficult to ensure a single version of data. It’s not an uncommon scenario where different teams in the organization look at the same data and come up with completely different conclusions. These inconsistencies create a lack of trust amongst the business users,leading to under-utilization of the Big Data Analytics platform.

To overcome these problems, organizations need to devise a strong data governance strategy that helps them maintain a single source of truth across the enterprise. They need to implement best practices for data security, metadata management, data definitions, privacy policies, etc., all of which are critical for appropriate utilization of the data assets. They also need to implement an enterprise-wide data security model with strong authentication, fine-grained access control, and data auditing mechanisms.

3. Performance

Another major reason why organizations fail to use their Big Data analytics platform is lack of performance of their BI tools on Big Data. As the size of the data increases, business users often have to wait for long periods of time for queries to return. When reports do not arrive on time, they fail to serve their business purpose and users cannot be expected to delay decision making. It also creates reluctance amongst the business users about using Big Data for analytics.

In today’s business environment, organizations need quick insights that can drive better decisions. Most of them invest in big data platforms with the expectation that it will provide answers to all the questions they have because of its infinite storage and fast processing capabilities. However, lack of performance is a major challenge that they face in getting real value from their investments. In order to overcome this challenge, organizations need to identify big data technologies that can help them achieve high performance and allow their business users to work on any type of data.

From the business perspective, it is important for organizations to understand their current challenges and use technology to ensure that the right people have access to the right data at the right time. Only then would they be able to use their big data analytics platform to transform their business.

Michael Jennings

Micheal wrote his first article for Digitaledge.org in 2015 and now calls himself a “tech cupid.” Proud owner of a weird collection of cocktail ingredients and rings, along with a fascination for AI and algorithms. He loves to write about devices that make our life easier and occasionally about movies. “Would love to witness the Zombie Apocalypse before I die.”- Michael

Related Posts

The Most Common Web Security Threats to Your Business

Sep 19, 2023

8 Important Factors to Consider if You Want to Get Government Contracts for Your Business

Sep 18, 2023

The Power of Evidence: How Corporate Private Investigators Gather Crucial Information

Sep 15, 2023
Top Posts

27 1MoviesHD Alternatives – Top Free Options That Work in 2023

Aug 7, 2023

17 TheWatchSeries Alternatives in 2023[100% Working]

Aug 6, 2023

12 Zooqle Alternative Torrent Sites That Work In 2023

Aug 6, 2023

Is TVMuse Working? 100% Working TVMuse Alternatives And Mirror Sites In 2023

Aug 4, 2023

SockShare – Is it Working? 22 Best Alternatives in 2023

Aug 4, 2023

23 Rainierland Alternatives in 2023 [ Sites For Free Movies]

Aug 3, 2023

15 Cucirca Alternatives For Online Movies in 2023

Aug 3, 2023
About Us

Digital Edge is the freshest voice in the field of technology and digital media. Our editorial staff is really passionate in their efforts to curate the latest technological breakthroughs in new and emerging technologies from all over the world to help businesses, IT professionals and consumers to stay abreast with all the latest developments.

We pride ourselves in providing quality content from reputed authors and bloggers as well as from passionate observers like you! If you have a unique voice that you would like to unleash on the rest of the world, then please let us know! Our editors go over everything with a fine tooth comb as a result of which any proverbial cracks are paper-thin from which no inaccuracies ever seep through! However, if there is anything you do not agree with or if you want to comment on the swell job that we are doing, feel free to reach out to us as well. We love hearing from you!

Most Popular

Five Tips That Can Make Choosing Text and Images for Your Custom Website Worthwhile

Apr 5, 2015

Syntax Error: Unexpected Token ‘export’ – How to Fix it Easily

Apr 28, 2023

Garageband for PC- Windows/Android/Mac/iOS

Jun 1, 2015
Our Picks

10 Essential Financial Tips for Young Professionals Starting Their Careers

Sep 22, 2023

Why Virtual Data Rooms are Essential for Due Diligence

Sep 22, 2023

How Cloud Services Help Students

Sep 22, 2023
Facebook Twitter
  • Home
  • About Us
  • Privacy Policy
  • Advertise
  • Write For Us
  • Contact Us

Type above and press Enter to search. Press Esc to cancel.