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Operations · Internal Assistants & Automation

Prepare proactive follow-ups with human approval

Proactive assistants can surface useful follow-ups but should not send messages or mutate records without review. Teams need source-backed preparation and approval for consequential actions.

Desired outcome

Prepare proactive follow-ups with human approval

What this work aims to improve

  • Faster follow-up
  • Better context
  • Less admin
  • Better governance
  • Fewer missed tasks

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