AI Content Governance: Production Protocol & E0–E5 Scale
Fabio Smiraglia
Documented system · Protocol and evidence scale
How AI-assisted content ships with a chain of accountability instead of an assumption.
Content Production Protocol
Context inheritance: every piece inherits the audience, angle, voice and constraints decided upstream; anything missing is declared as a hypothesis
Brief intake, architecture, drafting, refinement, format calibration, distribution and atomisation
Refinement on three planes (structural, line, copy) with claim verification, voice fidelity, accessibility and a compliance pass
Production ops: brief, draft, review, approve, publish, with a pass-or-return QA gate at every state change and declared owners
E0–E5 Evidence Scale
E0 declared capability · E1 documented design · E2 source-inspectable artefact · E3 tested behaviour · E4 operational performance · E5 external confirmation. Design work is never presented as a measured result, starting with my own.
Evidence level of this system: E1–E2 (documented design). The image below is the method page of my editorial portfolio.
The method page of my editorial portfolio: the standards behind every sample on this profile.
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Posted Oct 19, 2026
Documented system: how AI-assisted content ships with a chain of accountability. Human approval gates, claim checks, evidence labels.
