AI Production Analyst Agent

An AI agent that reads the plant before the morning meeting does.

Problem

Production data was reviewed once a day, in hindsight — bottlenecks and downtime patterns were caught a shift too late.

Solution

An LLM-based agent that continuously reads production and downtime logs, flags anomalies against the plan, and drafts a plain-language summary with the top issues and likely root causes — delivered before the shift meeting.

Challenges

Grounding the agent strictly in real data (no invented numbers), and making its output short enough that people actually read it.