LIYOU Delivery Team · Digital delivery

Before Putting an Agent into Delivery, We Did Three Things

Models can do more every quarter, but the business needs rollback and accountability. Three checks we run before any agent touches a real workflow.

Draw the boundary first

Not every step suits a model. We only hand over steps with a clear input and a checkable output — turning a client email into structured tickets, for example. Anything involving money, commitments or legal wording stays with a person.

Define acceptance next

Every integration point needs a measurable condition: not "it looks smarter", but "field completeness went from X to Y" or "manual rework dropped by N". If it misses, the workflow falls back to manual instead of another round of prompt tuning.

Connect the model last

Once the first two steps are done, wiring the model is usually quick: a replaceable interface, a version log for prompts, and a fallback path. Most of the time goes into making the business rules explicit.

Where we are now

Agents are best at repetitive, structured, re-readable work, and worst at judgement with liability attached. Treat one like an intern, not like an owner.

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