Renuka Sindhgatta

Title

STSM, AI for Business Process Automation

Bio

Renuka Sindhgatta is a Senior Technical Staff Member at IBM Research, India. She leads research on innovations enabling agents to automate workflows and business processes. Her research interests include natural language processing, business process mining, and business process monitoring. Renuka received her Ph.D. from the University of Wollongong, Australia.

Publications

Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools
- - Prerna Agarwal
  - Himanshu Gupta
  - et al.
- 2026
- IAAI 2026
ProcessChat: A Dataset for Business Process Grounded Dialogs
- - Neelamadhav Gantayat
  - Avirup Saha
  - et al.
- 2025
- CODS 2025
Exploring Trust and Transparency in Retrieval-Augmented Generation for Domain Experts
- - Divya Ravi
  - Renuka Sindhgatta
- 2025
- CHI 2025
Graph-Guided API Sequencing with Reinforcement Learning
- - Lakshmi Mandal
  - Balaji Ganesan
  - et al.
- 2024
- LOG 2024
GraphQL Query Generation: A Large Training and Benchmarking Dataset
- - Manish Kesarwani
  - Sambit Ghosh
  - et al.
- 2024
- EMNLP 2024
Sequential API Function Calling Using GraphQL Schema
- - Avirup Saha
  - Lakshmi Mandal
  - et al.
- 2024
- EMNLP 2024
LLM-powered GraphQL Generator for Data Retrieval
- - Balaji Ganesan
  - Sambit Ghosh
  - et al.
- 2024
- IJCAI 2024
Multi-objective evolutionary search for optimal Robotic Process Automation architectures
- - Geeta Mahala
  - Renuka Sindhgatta
  - et al.
- 2024
- IEEE-TSC
Predicting Business Process Events in Presence of Anomalous IT Events
- - Avani Gupta
  - Avirup Saha
  - et al.
- 2024
- CODS-COMAD 2024
Towards Business Process Observability
- - Avirup Saha
  - Prerna Agarwal
  - et al.
- 2024
- CODS-COMAD 2024

Blog posts

Boost your tools: Introducing ToolOps, the tool lifecycle extension in ALTK
Technical note
Himanshu Gupta, Jim Laredo, Neelamadhav Gantayat, Jayachandu Bandlamudi, Prerna Agarwal, Sameep Mehta, Renuka Sindhgatta, Ritwik Chaudhuri, and Rohith Vallam
11 Dec 2025
- AI