- 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
- Overview Press tab for submenu items
We deliver excellence and create value for customers and communities.
Our expert, committed team put our shared values into action – every day. With the best talent and the latest technology we help customers turn complexity into opportunities and create meaningful change.
-
About Us
-
Research & Innovation
-
Our Brand
- 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
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
-
Events
Upcoming events
10 Aug 2025 TCS BaNCS at COBA 2025, Brisbane, AustraliaView all23 Jun 2025 TCS at HPE Discover Las Vegas 2025 -
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
Management Commentary
expand here
Financials
expand here
News and Events
expand here
ESG
expand here
Resources
expand here
- Worldwide Press tab for submenu items
Global knowledge. Local support
At TCS, we help enterprises grow through innovative solutions globally. Adapt and thrive with us.
-
Global
-
Localized
Top Results
Showing
10
01 - 07
You have these already downloaded
We have sent you a copy of the report to your email again.
Assuring safety of autonomous systems by standardizing AI algorithm testing
AI is finding increased application across industries. However, it still lacks the ability to process complex situations and take decisions. AI also finds it challenging to rationalize whether a task is appropriate or ethical. For AI systems to be successful, testers need to define the operational boundaries of AI and monitor them periodically to pre-empt any breaches. Leveraging the proposed approach towards AI assurance utilizes both human expertise and technology monitoring to help drive superior AI performance. Key points to consider while deploying this approach include:
- Pre-deployment phase - Choose a data set that closely resembles the production system, identify tools for feedback data, eliminate data biases, execute non-functional testing, and prioritize data sanity.
- Post-deployment phase - Review output from continuous feedback, establish failure threshold, use AI-monitoring platform to identify code progressions, classify required level of changes, and identify new data parameters.
Related reading
1/4
TCS Research
Dinesh Srivasthav Puvvada
Manoj Apte
Vigneswaran R
Leveraging AI-powered model for crypto money laundering detection
White Paper
|
29 Aug 2024
Opens in new tab
2/4
TCS Research
Ecosystem Modeling in a Digitally Simulated Electricity Market
White Paper
|
21 Mar 2024
Opens in new tab
3/4
TCS Research
Empowering Forest Landowners to Measure and Monetize Carbon Credits
Article
|
23 Jan 2024
Opens in new tab
4/4
TCS Research
A Journey from Software Development to Visual Intelligence Research
Article
|
19 Jan 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?
©2025 TATA Consultancy Services Limited
©2025 TATA Consultancy Services Limited
- Privacy Notice
- Cookie Policy
- Accessibility Declaration
- Disclaimer
- Security Policy
- California Notice at Collection
- Customize Cookies
