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DECISION DESK / JUL 2026VENDOR NEUTRALNO INVESTMENT ADVICE
CONCEPT / REVIEWED JULY 23, 2026

Useful task

A bounded unit of work whose output passes a stated acceptance rule and can be connected to an operating or customer outcome.

Why it matters

It gives cost, reliability, and quality a common denominator that the team can inspect.

Measure it with

  • Attempted tasks
  • Accepted tasks
  • Human-review time
  • Failed and retried tasks

Do not assume

A generated response, API success, token count, or user click is automatically a useful completion.

Sources and interpretation boundaries