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Production Assistant

What is the Production Assistant?

The Production Assistant is a persistent chat widget in the bottom-right of your dashboard. It answers two types of questions:

  • Production data questions — questions about your actual orders, lines, schedule, and utilization. It uses your live Firestore data to give specific answers.
  • How-to questions — questions about how to use RunMark: "How do I generate a label?", "What's the changeover matrix?", "How does AI order entry work?"

How to use it

Click the sparkle icon (✨) in the bottom-right corner of any dashboard page. Type your question in plain English and press Enter. The assistant responds within a few seconds.

After each response, follow-up question chips appear to help you dig deeper.

What it can answer — production data

QuestionWhat the assistant uses
"Which orders are at risk?"Your pending orders + due dates
"What's scheduled on Line 1 this week?"Your schedule blocks
"What's my utilization this month?"Completed blocks vs. available hours
"How long to run order #X?"Speed matrix + quantity
"What if Line 2 went down?"Schedule + line capabilities

What it can answer — how-to questions

The assistant also knows this entire help center and can answer questions about how to use RunMark:

  • "How do I add a new line?"
  • "What does the changeover matrix do?"
  • "How do I export my label audit?"
  • "What's the difference between pending and scheduled?"

Starting a new conversation

Click the refresh icon in the chat header to clear the session and start fresh. The assistant doesn't remember previous sessions — each refresh starts clean.

Tips for better answers

  • Be specific about lines: "Line 2" rather than "my second line"
  • Include a time frame: "this week", "in the last 30 days", "this month"
  • If the answer seems off, ask it to explain its reasoning: "How did you calculate that?"
  • For how-to questions, phrase them as questions: "How do I..." or "What is..."