TCS Research

Inventing for Impact.

[TCS Research @TCSResearch]

We believe that great #inventions make real-world #impact.​
This #InventorsDay, know more about how TCS Research powers the world with inspiration and invention -bit.ly/3YuXjsx
@TCS​
#TCSResearch #InventingForImpact #Research

[TCS Research @TCSResearch]

Accessibility shouldn't be an afterthought.
Our researchers propose Al-driven interfaces that can embed it into design from the start, making digital experiences accessible, intuitive, and more inclusive for millions.
Read more: https://t.co/V8hHr6LmOu
#Research #Inventingforimpact #DigitalAccessibility #Inclusivedesign

[TCS Research @TCSResearch]

Can "perfect" math make a robot walk better?  
You'd think forcing a humanoid to be perfectly symmetrical would give the best result. But our research on the Unitree H1 found a twist: 
Symmetry-encoded AI = Faster early learning.  
Standard reinforcement learning = Much smoother, "human-like" movement. 
It turns out that biological "imperfection" is the key to true realism.  
Read the full paper here: https://t.co/9jK39dJJei
#Research #AIResearch #AutonomousSystems

[TCS Research @TCSResearch]

Standard microbiome tech can’t tell if detected bacteria are alive or growing. Our researchers patented a low-cost duplex amplicon-seq method that, from one sample, reveals who’s there and their growth rates with implications in infection diagnostics and bacterial surveillance.
Know more in the #patent: https://t.co/3dI8a30sz9
@TCS
#Research #Inventingforimpact #Sustinability

[TCS Research @TCSResearch]

Through our COIN collaboration with #lITDelhi, we are advancing Edge Al with energy efficient In Memory Computing, spanning SRAM IMC, RAM pathways and real time network intrusion detection.
#Research #COIN #EdgeAl #NeuromorphicComputing #AlHardware

[TCS Research @TCSResearch]

Our latest research overcomes the limitations of traditional testing by combining multi-sensor satellite data (Sentinel & MODIS) with ML models (Random Forest & XBoost) to map salinity at scale.
Read more: https://t.co/jh0yKxrah9
#Research #Inventingforimpact #Remotesensing

[TCS Research @TCSResearch]

Soil salinity is a silent threat.

[TCS Research @TCSResearch]

You cannot test the correctness of AI using AI.

A simple line, but one that sparked several thoughtful conversations while hosting students from @iitbombay at our Tata Research Development and Design Centre (TRDDC) Pune.

The visit went beyond demonstrations, opening up rich conversations on agentic AI, statistical thinking, sustainability, mobility, and how applied research shows up in the real world. What stood out most was not just the technology, but the learning that emerged through dialogue, where human judgement, curiosity, and intelligent systems came together to unpack complex problems.

Engaging with such sharp, inquisitive young minds was energising and reaffirms why creating spaces for exposure, discussion, and shared learning with the next generation of innovators truly matters.
Learn more about what we do- https://t.co/pNYfBCotI2

#Research #Inventingforimpact #IITBombay #ResearchandInnovation

[TCS Research @TCSResearch]

At SPIE Sensors, Systems, and Next-Gen Satellites XXIX, our researchers presented a CMOS push broom FPA with selective long-wave infrared (LWIR) hyperspectral sensing for satellites — enabling lighter payloads and faster anomaly detection.
Read more- https://t.co/paWicrK653
#Research #HyperspectralImaging #Satellites

[TCS Research @TCSResearch]

Is there a smarter way to review complicated contracts?​

Manually reviewing software contracts takes hours. Our new LLM driven framework solves this by extracting stakeholder-specific insights from complex clauses in under a second.​
Read the paper and know more: https://t.co/cZK0vkTSaD

#Research #Inventingforimpact #SoftwareContracts #Publication

[TCS Research @TCSResearch]

UWB tracking is prone to indoor errors. ​
Our researchers patented a novel method that smooths raw location data using a moving average and applies a multivariate model to calculate precise correction factors like bias and scale. This delivers high-accuracy location (X', Y') for critical asset and people tracking.​
Know more in the #patent: https://t.co/lq4sY1pYmu
@TCS
#Research #Localization #Radiofrequency

[TCS Research @TCSResearch]

At #IEEESensors2025, our researchers presented a 3 GHz dipole antenna integrated with a phase-gradient metasurface reflectarray and a multilayer lens for enhanced near-field imaging.
Read more: https://t.co/yOfNURGDfq

#Research #Inventingforimpact #Nearfieldimaging #Meatsurface

[TCS Research @TCSResearch]

What will it take for enterprises to stay resilient in a world being shaped by AI, automation, and clean energy?
In the final episode of Navigating the Future of Technology, Dr Harrick Vin, Ray Wang, and Shivani Sharma explore why breaking organizational silos is essential to scale AI and transform value chains. They discuss how intelligent agents and robots will collaborate with people inside adaptive, AI-enabled enterprises. The episode also looks at the growing importance of clean and abundant energy, and how prosumer-driven models are reshaping the next generation of dynamic enterprises.
Watch episode 3 here: https://t.co/0GnZrlNGW6
#Research #FutureOfWork #FutureOfTechnology #EnergyInnovation #IntelligentEnterprise #AIInnovation

[TCS Research @TCSResearch]

A farmer's phone can reveal exactly how much carbon is being sequestered in their field
Our Digital Platform for NextGen Agriculture (DNA) does just this, using machine learning, satellite imagery, and real-time field data to guide farmers toward smarter, climate-conscious decisions.
Know more: https://t.co/myxJlcwVkz
#Research #Inventingforimpact #Agriculture #EGDC #Farming

[TCS Research @TCSResearch]

Urban logistics is going electric, but routing EV fleets is a nightmare because of charging delays, battery limits, and rising costs.​
Our researchers have successfully developed a novel patented solution that flips the problem. One learning agent plans deliveries, 10-minute battery swaps, and sells energy back to the grid, turning bottlenecks into profit.​
To know more, visit- https://t.co/BgPcfuqQyK
@TCS
#Research #Inventingforimpact #Mobility #Patent

[TCS Research @TCSResearch]

How would a robot pick up a tomato?
Most grippers are too rigid for fragile items. Our latest research uses a reconfigurable soft gripper, paired with reinforcement learning, to handle irregular objects without leaving a scratch. ​
Read the paper by clicking here: https://t.co/xmxw2hZU28​
#Research #Inventingforimpact #Robotics #ReinforcementLearning

[TCS Research @TCSResearch]

@TCS and @BeFantasticin hosted TechTonic Shifts 2.0 to create deeper dialogues on technology, art, and the future of museums. Watch Horst Hörtner and Anil Sharma discuss how tech shapes the way art is experienced.
#Research #Inventingforimpact #TechTonicShifts #FutureOFMuseums

[TCS Research @TCSResearch]

The future of art experiences is here.
What if your sketch could be the key to exploring a renowned artist’s masterpieces?
MUNCH museum and @TCS are transforming how Edvard Munch’s 7,000+ drawings are discovered and experienced through Project New Snow – an AI enabled experience.
This experience lets visitors create their own digital drawings and discover how AI connects them to Munch’s original works through motif, texture, shading, and more.
A new interactive exhibition - 'Edvard Munch: Connect the Lines', will be opening at MUNCH Museum, Oslo in June. MUNCH Museum and TCS invite visitors to explore Edvard Munch’s drawings in an innovative way and know more about his legacy.
Through this collaboration, thousands of fragile and previously unseen archive works from Munch’s collection have been made accessible to audiences worldwide.
Know more: https://t.co/y5SOXCjJFY
#Inventingforimpact #MUNCH #Art #FutureOfMusuems #FutureOfArtExperiences

[TCS Research @TCSResearch]

Mental health needs continuity, not episodic care.
During our recent COIN collaboration with @iitropar for a mental wellness session, our scientists shared our research on behavioral science, games, sensing, and AI to support real‑world wellbeing and bridge gaps between acute care and long‑term wellness.
#MentalWellbeing #TCSResearch #TCSCOIN #IITRopar

[TCS Research @TCSResearch]

We found that a 4 second hesitation at a kiosk isn’t just a “pause”, it’s a design failure. By turning those 4 seconds into data, we help brands fix friction before it becomes a complaint.
Design for reality, not assumptions.
Explore the framework presented at ServDes2025- https://t.co/6gRW6a5vzZ

#Research #inventingforimpact #ServiceDesign #UserResearch #DesignResearch

[TCS Research @TCSResearch]

User surveys have a secret: People often lie (unintentionally). In a busy airport, what you say you did vs what you actually did are two different things.

[TCS Research @TCSResearch]

Our researchers developed an examiner to close this gap. Using AI-driven computer vision, we map real-time behaviour without ever interrupting the user.