Human review

Queues, confidence thresholds, overrides

Every automated output carries a confidence score; anything below threshold routes to a person, with override recorded. Automation that knows when to hand back is what makes it deployable.

Maintained in-house as part of our core engineering. Every engagement draws on some subset of these twelve; none of it is subcontracted.