{"found":true,"collection":"facts","library_url":"https://www.grokbotdb.com/library/fact.approvals.five-workflows-needing-humans","generated":"2026-09-06T05:32:11Z","citation":["Quote the record id and its source_url (or provenance if there is no URL).","Include last_verified or observed_at when present. Do not present an old date as current.","If tier is community and confidence is low, say so. Do not launder it into a fact.","If the database does not hold the answer, say that. Do not invent Grok Bot product claims.","Contradictions are data: when conflicts_with is present, report both records rather than picking a favourite.","Deprecated and removed records stay visible. They are history, not current guidance."],"record":{"id":"fact.approvals.five-workflows-needing-humans","subject":"approvals","claim":"Five workflow classes are singled out as still deserving a human approval step: payments, outbound messages, account modifications, content publishing, and sensitive personal operations.","kind":"policy","status":"current","tier":"third_party","source_id":"src.tp.grokbotguide.blog","source_url":"https://grokbotguide.com/blog/grok-bot-workflows-that-deserve-a-human-approval-step","quote":"5 Grok Bot workflows that still deserve a human approval step","observed_at":"2026-09-03","confidence":"medium","notes":"The five-item list was read from the index summary rather than the article body.","first_seen":"2026-09-03","last_verified":"2026-09-03"}}