Published
Safety & Risk IntelligenceREFSafE
Evidence-grounded predictive risk analysis and automated safety report generation.
Research & resources →SI² — SuperIntelligence for Science
Safety & Risk Intelligence
Connect operational evidence with hazard assessment and actionable safety insights.
The research question
How can grounded retrieval and agentic reasoning support reliable hazard analysis?
Projects in this theme
Tools & research.
Published
Safety & Risk IntelligenceChemSafe / SafeChem
Chemical hazard assessment and evaluation: hybrid retrieval-augmented decision support and safety benchmarking.
Research & resources →Published
Safety & Risk IntelligenceHAZDIAL
Structured agentic dialogue for hazard identification analysis.
Research & resources →Research tool
Safety & Risk IntelligenceSmartInspect
AI vision tool that analyzes images of any space or equipment with text context to rapidly identify safety hazards.
Research & resources →Research tool
Safety & Risk IntelligenceCausalAI
Agentic AI performing 5-Whys root cause analysis and barrier extraction on incident reports.
Research & resources →Related work
Publications & submissions.
REFSafE: A RAG-Enabled Framework for Predictive Risk Analysis and Automated Safety Report Generation in Mission-Critical Environments
Citation
Sanjay Das et al. (2026). REFSafE: A RAG-Enabled Framework for Predictive Risk Analysis and Automated Safety Report Generation in Mission-Critical Environments. RAG4Reports, pp. 47–56.
ChemSafe: Hybrid Retrieval-Augmented Decision Support for Laboratory Chemical Hazard Assessment
Citation
Ran Elgedawy et al. (2026). ChemSafe: Hybrid Retrieval-Augmented Decision Support for Laboratory Chemical Hazard Assessment. JCDL.
SafeChem: A Benchmark Dataset for Multi-Label Chemical Hazard Prediction and LLM Safety Hallucination Evaluation
Submitted to NeurIPS
Citation
Ran Elgedawy et al. (2026). SafeChem: A Benchmark Dataset for Multi-Label Chemical Hazard Prediction and LLM Safety Hallucination Evaluation. ChemRxiv.
Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis
Citation
Sanjay Das, Ran Elgedawy, Ethan Seefried, Ryan Burchfield, and Tirthankar Ghosal (2026). Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis. SIGDIAL, pp. 757–772.