CHAT REQUESTS · Workflow idea
For a chat service with a clear data-handling notice, classify incoming questions as general, reasoning, coding, or research requests and direct them to an appropriate response path. A short or sensitive message can be classified incorrectly, and retaining session context may expose personal details. Explain message handling, minimize saved history, test each category and fallback, distinguish suggestions from verified facts, and require a qualified person to approve safety-related or consequential guidance before it is used.
01 / The starting point
A disclosed chat purpose, bounded request categories, and reviewed response rules
“Prepare a relevant response path without letting a classification or fluent answer replace human judgment.”
02 / The work
Classifies chat requests into broad task types, routes each to a matching response path, and can retain limited context for a continuing conversation.
Tell users how messages and session context are handled, retained, and removed.
Review ambiguous, sensitive, or out-of-scope messages rather than assuming the selected path is correct.
Use only necessary history, keep conversations separated, and restrict access to saved content.
Check factual, research, and technical claims and make uncertainty clear.
Route safety, legal, financial, health, and security matters to an appropriately qualified person.
03 / The result
A categorized request and a reviewable response with uncertainty and escalation status.
Customer support · Example outcome
A categorized request and a reviewable response with uncertainty and escalation status.
Request categories can be wrong and responses may contain unsafe or inaccurate advice. Protect message history, explain retention, route uncertain requests to a person, and require qualified human approval before consequential action or guidance.
04 / Make it yours
A few choices shape the work around your team.
Set clear scope, fallback behavior, and topics that require a human.
Explain message use, minimize saved history, and establish deletion rules.
Review ambiguous, adversarial, sensitive, and multi-part requests with a responsible owner.
Require qualified review before answers guide important decisions or external actions.