While artificial intelligence is making waves globally, Cognitive Business Intelligence (BI) is the next stage of machine learning to design and analyse unstructured data, video, images and human language, say experts.
According to them, we are generating data but is this data being analysed to create insights which could help in running businesses more effectively is the real concern for businesses.
"This potential can be leveraged using Business Intelligence. Using BI, we can understand what really the data means," said Nikhilesh Tiwari, Co-Founder, Helical Insight, the world's first open source Business Intelligence (BI) framework.
At the moment, less than 0.5 per cent of all data is ever analysed and used globally.
"Cognitive BI will make the entire data analysis and decision making instantaneous. Helical Insight not only provides features such as email scheduling, multi-tenant environment, variety in visualization but also empowers end users to add functionalities on the go using their in-house resources," Tiwari told IANS.
A business user is aware of his or her business but is not aware of the kind of functions to be applied.
"Helical Insight allows business users with zero technical knowledge to just type in their questions and get immediate business answers in the form of data. This is the future of BI," Tiwari added.
Open source BI tools like Helical Insight are trying to integrate machine learning and natural language processing into BI and trying to disrupt this sector.
"With integrated neuro-linguistic programming (NLP), business users can type their questions and the complex algorithms will understand the context and filters etc. Also with machine learning, the vocabulary of the tool will keep on improving as people keep on using it," Tiwari informed.
Today, there is an increased demand for data science experts who help generate reports using BI.
"AI can take the place of these data scientists to generate reports and other visualisations. With search driven analytics, tools like Helical Insight can empower anyone to be a data scientist," Tiwari said.
Most importantly, AI-powered BI can transform real-time data into written reports so businesses can make informed decisions with the data which is seconds old.
--IANS
na/bg
Disclaimer: No Business Standard Journalist was involved in creation of this content
You’ve reached your limit of {{free_limit}} free articles this month.
Subscribe now for unlimited access.
Already subscribed? Log in
Subscribe to read the full story →
Smart Quarterly
₹900
3 Months
₹300/Month
Smart Essential
₹2,700
1 Year
₹225/Month
Super Saver
₹3,900
2 Years
₹162/Month
Renews automatically, cancel anytime
Here’s what’s included in our digital subscription plans
Exclusive premium stories online
Over 30 premium stories daily, handpicked by our editors


Complimentary Access to The New York Times
News, Games, Cooking, Audio, Wirecutter & The Athletic
Business Standard Epaper
Digital replica of our daily newspaper — with options to read, save, and share


Curated Newsletters
Insights on markets, finance, politics, tech, and more delivered to your inbox
Market Analysis & Investment Insights
In-depth market analysis & insights with access to The Smart Investor


Archives
Repository of articles and publications dating back to 1997
Ad-free Reading
Uninterrupted reading experience with no advertisements


Seamless Access Across All Devices
Access Business Standard across devices — mobile, tablet, or PC, via web or app
