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AI-powered insights (Beta)

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Every map has an Ask AI button in the analytics tab. Type a question and the model looks at your stages, recordings, and analytics to answer.

Good questions to ask

  • "Which stage is the biggest driver of my lead time?"
  • "What would happen to PCE if I halved wait time on stage 3?"
  • "Compare last week's runs to the week before and tell me what changed."
  • "Where do I have the most Motion waste?"

How it works

MapVS sends your map data (structure + numbers, never customer PII) to the AI model on your account. Pro plans get 100 questions / month; higher plans get more. You can also connect your own OpenAI or Anthropic API key (BYO LLM) for unlimited use.

Beta caveats

The model can be wrong. Always sense-check numeric answers against the raw data. Use the thumbs-up / thumbs-down button on every response - we use that feedback to tune the prompts.

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