Build the synthetic data charter
Draft a complete synthetic data charter from a vague stakeholder request.
The request says: "Create synthetic support tickets so we can test triage." The team needs enough structure to build safely. Use a seven-section charter: objective, allowed use, source scope, exclusions, method, validation, release controls. The common shortcut is to jump from request to generator. That produces a file before the team has agreed what the file is allowed to prove. Objective Write: "Test routing workflow and label handling, not train or benchmark the production classifier." This stops the synthetic tickets from being treated as statistical ground truth. Source and exclusions Use 2025 English tickets; exclude minors, legal escalations, security incidents,…
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