- Overview Press 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
Overview
Overview
Overview
Industries
expand here
Services
expand here
Products and Platforms
expand here
Research & Innovation
expand here
- About Us Press tab for submenu items
We are with you for the long run.
Our triple bottom line focuses on people, the planet, and purpose. Together we are ready to go the extra mile to empower communities while transforming countless lives and industries along the way.
-
Leading with Purpose
- Overview Press 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
- Overview Press 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
Overview
Overview
Overview
Overview
India
expand here
Americas
expand here
Asia Pacific
expand here
Europe and UK
expand here
Middle East and Africa
expand here
- Overview Press 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
Recent recognitions
View all -
Events
-
Media kit
- Overview Press 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
Overview
Overview
Overview
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
You have these already downloaded
We have sent you a copy of the report to your email again.
Ensuring interpretability and reduced time-to-market for new-age ML models
The adoption of artificial intelligence (AI) and machine learning (ML) has gone up manifold across the value chain of financial risk management models with the aim of driving efficiency and diverse data-driven analytics. With the increasing use of AI in risk management, institutions need to reimagine the traditional model risk management framework and review critical aspects in order to reduce time-to-market for new-age ML models and ensure optimal performance.
The three critical components of ML model risk management are:
Data validation: Discovery, preprocessing, feature engineering, and drift monitoring for the model input data
Outcome validation: Cross-validation with various sets of data to validate outcome and assess performance deviation
Model oversight and control: Adopt a resilient model oversight framework by defining stringent model design development policies, periodic reviews, and materiality scoring systems
Related reading
1/4
Banking
The critical role of the Chief Risk Officer in Mergers and Acquisitions
White Paper
|
19 Dec 2024
Opens in new tab
2/4
Banking
Greenwashing in Financial Services: Why it Matters and What to do
White Paper
|
10 Dec 2024
Opens in new tab
3/4
Banking
Change and Resilience – Learning from Failures
White Paper
|
04 Dec 2024
Opens in new tab
4/4
Banking
Cognitive Business Operations
Decoding the Surety Bonds enigma for International Trade
Blog
|
29 Nov 2024
Opens in new tab
Find out more
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?
©2024 TATA Consultancy Services Limited
©2024 TATA Consultancy Services Limited
- Privacy Notice
- Cookie Policy
- Disclaimer
- Security Policy
- California Notice at Collection
- Customize Cookies
