Review Loops and Quality Gates

A writing system without quality gates is a content production pipeline, not a writing system. The quality gate is the structured checkpoint where human judgment is applied to AI-generated output before it advances to the next stage. Without quality gates, AI-generated content escapes into the world at the speed of generation — which is faster than the human review process can catch. The writing system that does not build review into the workflow produces volume without quality, which is worse than producing less content with deliberate care.

1. Gate 1: Factual review The first gate checks every factual claim in the AI-generated draft against primary sources. Statistics verified. Names and titles confirmed. Dates checked. Company facts sourced. This gate exists because AI hallucination is common enough that a single factual error in a business document is a professional liability. Factual review is non-negotiable for any document that will be distributed to a client, a board, or a public audience. Internal-only documents may have a lighter factual review — but "internal only" is a designation that often proves optimistic.
2. Gate 2: Voice and tone review The second gate checks whether the document reads as the organization or individual intended, or whether it reads as AI-generated professional neutral. Specifically: are there AI-signature phrases that should be replaced? Does the tone match the relationship? Does the document's specificity match the audience's level of context? The voice and tone gate is editorial — it requires a reviewer who knows the intended voice well enough to recognize when it is absent.
3. Gate 3: Strategic review The third gate — required only for high-stakes documents — checks whether the document's framing, emphasis, and omissions are strategically appropriate given the full context that the reviewer holds. Does the document over-emphasize something that should be de-emphasized? Does it leave out something the audience will look for? Is the ask calibrated correctly for the relationship? This gate cannot be delegated to someone who does not know the strategic context — it requires the most senior reviewer available for the document type.