Post by Rill Data

Rill is not building a parallel “AI answer engine” next to the dashboard. AI agents and humans operate on the same foundation. This post by Nishant Bangarwa is a summary of how Rill’s AI system evolved from a handful of one-shot prompts into a cohesive, MCP-native runtime for analytical work. The design choices had a huge payoff: One place to fix bugs, one place to add capabilities, and one consistent interface for humans, dashboards, agents, and external clients.