Topiax Brief #1 — what shipped AI actually measures

Throughput without quality is vanity

Measure task completion rate, rework rate, and time-to-human-escalation — not just tokens per second.

Tie every release to a business window

Pick a single business calendar window (month-end close, storm season, open enrollment) and prove the delta against the manual baseline.

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