2 papers
cs.AI2026
From Question-First to Analyst-First: Domain-Expert Skills and Verified Knowledge Compilation for Proactive Enterprise Analytics
Harmohit Singh, Rahul Sharma
Conversational analytics systems assume the user already has a well-formed question, leaving a non-expert facing a blank query box on an unfamiliar enterprise schema. Commercial 'p…
cs.SE2026
Semantic Caching and Intent-Driven Context Optimization for Multi-Agent Natural Language to Code Systems
Harmohit Singh
We present a production-optimized multi-agent system designed to translate natural language queries into executable Python code for structured data analytics. Unlike systems that r…