- OverviewPress tab for submenu items
TCS is here to make a difference through technology.
Leading the way in innovation for over 55 years, we build greater futures for businesses across multiple industries and 55 countries.
-
Industries
-
Services
-
Products and Platforms
-
Research & Innovation
Overview
Industries
expand here
Services
expand here
Products and Platforms
expand here
Research & Innovation
expand here
- OverviewPress tab for submenu items
We’re in it for good, driving positive change for the benefit of all.
Our expert, committed team put our shared beliefs into action – every day. Together, we combine innovation and collective knowledge to create the extraordinary.
-
About Us
-
Leadership
-
Events
- OverviewPress tab for submenu items
Extraordinary expertise leads to remarkable results.
We share news, insights, analysis and research – tailored to your unique interests – to help you deepen your knowledge and impact.
-
Customer Stories
-
Perspectives
-
Global studies
-
Topics
- OverviewPress tab for submenu items
Want to be a global change-maker? Join our team.
At TCS, we believe exceptional work begins with hiring, celebrating and nurturing the best people — from all walks of life.
-
India
-
Americas
-
Asia Pacific
-
Europe and UK
-
Middle East and Africa
Overview
India
expand here
Americas
expand here
Asia Pacific
expand here
Europe and UK
expand here
Middle East and Africa
expand here
- OverviewPress tab for submenu items
Find the latest news about TCS in our Newsroom
Get access to a catalog of the latest news stories from across TCS. Discover our press releases, reports, and company announcements.
-
Press releases
-
News alerts
-
Analyst recognition
-
Media kit
- OverviewPress tab for submenu items
TCS works hand in hand with world-leading investors.
Tata Consultancy Services LimitedNSE:TCSINR -
Management Commentary
-
Financials
-
News and Events
-
ESG
-
Resources
Overview
Management Commentary
expand here
Financials
expand here
News and Events
expand here
ESG
expand here
Resources
expand here
Top Results
Showing
10
01 - 07
-
Data and Analytics / White Paper
You have these already downloaded
We have sent you a copy of the report to your email again.
While AI can be integrated with analytics capabilities to extract valuable and unprecedented insights from enterprise data, there is need for a high-quality data pool that AI systems can leverage.
Further, a low signal-to-noise ratio of data can result in an AI model that requires more data to validate the signal and demands extensive human involvement for validation.
The AI model built with such a low signal-to-noise ratio prevents enterprises from deriving value from data and poses challenges for explainability. The business entities linked to limited usable data sets also face complex human-in-loop challenges, prompting them to identify more usable alternate data and extract data from their ecosystem of customers, vendors, suppliers, partners and regulators. In order to remain competitive and retain a leading-edge, businesses must leverage the larger ecosystem for data. We explore how enterprises can manage explainability mandates with post-hoc technique with deep learning.
About the authors
Image of Mahesh Kshirsagar
Mahesh Kshirsagar
Mahesh has a vast experience of about 24 years across various technologies. He has played a key role in addressing ever-changing demands from the business by architecting state-of-the-art IT solutions. As a technology leader, he has successfully incubated several high impact, high revenue potential IT service lines and technology centers of excellence (CoE).
Image of Sanjeev Manchanda
Sanjeev Manchanda
Sanjeev develops futuristic solutions for different industries. With more than 19
years’ experience in working with large companies, he has created more than 200
solutions. Sanjeev has contributed to research in data mining, has written for 13
international journals, and has filed three patents. Sanjeev has done his MBA and
MCA and also has a PhD in computer science
Related reading
1/4
Cloud
Prashanth B Panduranga
Multi-cloud, Hybrid, or Repatriation: The Future of Cloud Adoption
White Paper
|
10 Jul 2024
Opens in new tab
2/4
Cloud
AWS Cloud
TCS’ Snowflake Services on AWS
Solution
|
10 Jul 2024
Opens in new tab
3/4
Cloud
AWS Cloud
TCS’ capabilities for AWS Service Catalog
Solution
|
28 Mar 2024
Opens in new tab
4/4
Cloud
AWS Cloud
TCS Cloud Governance with AWS Control Tower
Solution
|
22 Mar 2024
Opens in new tab
Let’s make the cloud connect
No matter where you are on your cloud journey, we can help you get maximum value from it.
Talk to our expertsFind out more
©2024 TATA Consultancy Services Limited
©2024 TATA Consultancy Services Limited
- Privacy Notice
- Cookie Policy
- Disclaimer
- Security Policy
- California Notice at Collection
- Customize Cookies
What’s on your mind?
We’re here to help! Tell us what you’re looking for and we’ll get you connected to the right people.
Looking for something else?