Gates create shadow systems
Review boards without a supported path produce teams that route around them. The result is less visibility, not more control.
A paved path with logging, evaluation, and policy built in is adopted because it is the easier option.
Measure quality continuously
Evaluation performed once at launch tells you very little six months later, after prompts, models, and data have all moved.
Continuous evaluation against a maintained case suite is the only durable form of assurance.
Considering a system like this?
We run a short technical discovery before proposing anything. If a simpler answer exists, we will tell you.
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