- Perpetually Adaptive Enterprise Press tab for submenu items
Where adaptability meets advantage
At TCS, we don’t just help businesses transform. We help them become perpetually adaptive enterprises, built to evolve continuously and confidently in a world of constant change.
-
Industries
-
Services
-
Products and Platforms
-
Research & Innovation
-
Alliances
Perpetually Adaptive Enterprise
Industries
expand here
Services
expand here
Products and Platforms
expand here
Research & Innovation
expand here
- About Us 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.
-
Brand
-
Leadership
-
Community
-
Sustainability
-
Inclusion
-
Values
- Customer Stories Press tab for submenu items
Discover why customers choose TCS
We are a digital transformation and technology partner of choice for industry-leading organizations worldwide.
-
Events
Upcoming events
29 Sep 2025 TCS BaNCS and Quartz at SIBOS 2025, Frankfurt22 Sep 2025 TCS Life Sciences Forum 2025 LondonView all16 Sep 2025 Shaping Tomorrow through AI -
Analyst Recognition
-
Global Studies
- Build a future with us 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
Build a future with us
India
expand here
Americas
expand here
Asia Pacific
expand here
Europe and UK
expand here
Middle East and Africa
expand here
Investor Relations
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 sites
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
