Tata Consultancy Services - Research

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 Over the next few weeks, keep an eye out for exciting stories featuring the #inventors at TCS Research. Tata Consultancy Services #TCSResearch #InventingForImpact #Research

There are a lot of factors that influence price in a wholesale #energy market. Our researchers have patented an Artificial Neural Network (#ANN) based approach that can predict competition behaviour in energy markets by predicting bids for Electrical Power Generators (EPGs) across price bands. By incorporating constraints intelligently, this approach ensures accurate predictions and efficient bid allocations. The approach has wide applications across industries. Click to read more in the #patent- bit.ly/3X4E5eD Inventors: Avinash Achar, Venkatesh Sarangan, Abhay Pratap Singh, Akshaya Natarajan, Easwara Subramanian, Sanjay Purushottam Bhat, Yogesh Bichpuriya Tata Consultancy Services #TCSResearch #PredictiveAnalytics

Twenty-five years ago, industries were facing the Y2K crisis brought on by computer programs storing calendar years using only the last two digits. TCS took the challenge head on with its “Y2K Factory” in Chennai, making over a billion lines of code Y2K-compliant and helping businesses avoid major disruption. Tata Consultancy Services #TCSResearch #Innovation

How does service design impact how people experience technology? "It’s about designing for change,” Dr. Mahamuni says. Our Principal Scientist Dr. Ravi Mahamuni believes in a human-centered approach, and technology is an enabler for humanizing services. Know more about this journey here- bit.ly/3Wy14OI #TCSResearch #ServiceDesign #HumanCenteredDesign

Dr. Harrick Vin, our Chief Technology Officer at Tata Consultancy Services, shared his thoughts at the World Economic Forum in Davos, Switzerland. He said that artificial intelligence can help augment human capabilities rather than replace them. By leveraging AI, organisations can improve productivity and enhance decision-making processes. He emphasised the importance of human-centred AI—building technology focused on people, helping them discover their true potential and achieve functional excellence. Know more- bit.ly/4h1HDpI #TCSAtDavos #WEF25

Ever wondered how robots can smoothly navigate a crowded room without bumping into each other? At International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2024, Our researcher in collaboration with Indian Institute of Technology, Bombay introduced a decentralised control method using control Lyapunov function-based Quadratic Programs, perfecting robots to plan safe movement effectively avoiding collisions. This framework's scalability efficiently enhances a large number of robots for complex scenarios. Know more- bit.ly/3E8b1fo Researchers: Saad Khan, Mayank Baranwal and Srikant Sukumar #Research #Robotics #MachineLearning

Can we make complex chemical simulations faster and more efficient? Our researcher in collaboration with University of Michigan has published a research paper in the Fuel Journal 2024, this paper introduces an algorithm to simplify large chemical reaction networks by identifying crucial reactions using species concentrations and reaction rates, all while maintaining minimal computational costs. Tested on large combustion networks of propane and n-heptane, achieves remarkable accuracy with an average deviation of just 8.4% in ignition delay, making it a powerful tool for understanding combustion mechanisms. Know more in the #ResearchPaper- bit.ly/3PI7GGD Researchers: Mayank Baranwal, Jacob C. Saldinger, Doohyun Kim , Paolo Elvati , Alfred O. Hero, Angela Violi #TCSResearch #ChemicalEngineering #DataScience

Did you know #NLP can help ensure software systems meet contractual obligations? At the latest #IEEE Requirements Engineering Conference, our researchers introduced a method for extracting key knowledge elements from contract documents. Their study revealed that extractive question-answering outperformed other approaches, including generative #AI, by delivering faster inference times and higher accuracy. This method optimizes contract governance through automation, saving organizations significant time and resources in managing complex contractual documents. Know more in #Research Paper- bit.ly/3CrOU2Z Researchers: Gokul Rejithkumar, Dr. Preethu Rose A., Smita Ghaisas #TCSResearch #Publication #LegalTech

Is contract #governance becoming a daunting task for your organization? Our researchers Amrita Singh, Dr. Preethu Rose A., Aparna Verma, Sivanthy Venkatesan, Loga Murugan T V and Smita Ghaisas have published a research paper in the Scientific Reports that presents a novel data decomposition-based multi-label classification method for contractual obligations. By automating the extraction and classification of obligations in Software Engineering (SE) contracts, they enable effective governance by enhancing accountability and clarity in contractual relationships. Know more in the paper- bit.ly/40CInvR #TCSResearch #Publication #MachineLearning

Tired of operational inefficiencies? Enterprise OT systems are constantly going through digital transformations. By integrating #AI and machine learning, #HyperOps can transform how businesses approach operations and maintenance. Our white paper discusses how enterprises can transform their operations making it easier and smarter. Know more in our #whitepaper here- bit.ly/3WlC39f Authors: Jayavardhana Gubbi, Balamuralidhar P, Arpan Pal #TCSResearch #MultimodalPerception #FutureOfObservability