AI Automation & Enterprise Workflows
Research and guidance on applying AI to automate workflows, reduce manual work, and improve operational clarity.
What this hub covers
AI-assisted workflow design and decision support
Context-aware automation patterns for teams
Operational intelligence and execution at scale
Recommended articles
Selected research and technical notes on automation and workflow intelligence.
Solving the Context Detection Challenge: From Naive Keywords to Semantic Intent Recognition
Our journey from simple keyword matching to intelligent context detection, bridging conversational AI with business data through semantic understanding.
The Natural Language to SQL Problem: Bridging Conversational AI with Dynamic Schema
Technical research on translating natural language business questions into accurate database queries across dynamic, user-generated entity schemas.
AI Personality at Scale: Context-Aware Response Generation for Enterprise Applications
Research into building adaptive AI personalities that adjust behavior based on business context, user patterns, and temporal awareness.
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