How should time affect complaint actions and escalation?
An explicit simulation clock lets complaint environments distinguish acknowledgement, investigation and escalation obligations without relying on the evaluator's wall clock.
Represent time as part of the environment contract. A generated case can carry `received_at`, `acknowledgement_due_at`, `review_due_at` and `escalation_due_at`, with each obligation linked to a `policy_version`. Store timestamps with explicit offsets and define the calendar used to calculate business time.
The environment should specify which actions advance `simulation_time`. Reading a record might leave time unchanged, while requesting an external investigation might schedule a later response. An `advance_time` action can expose pending events without forcing the builder to wait in real time.
Pause behaviour needs its own rule. A request for customer information should only pause an obligation when the selected policy permits it. Record the pause reason and affected obligation rather than applying a global stopped-clock flag.
MirrorFirm could supply generated clock fixtures and event sequences for this model. A reset can restore the same start time, calendar and scheduled events. An evaluation hook can inspect whether escalation occurred before the configured threshold, independently of how quickly the agent's model returned its answer. This separates business timing from infrastructure latency.
Make deadline behaviour reproducible by treating time and calendar rules as versioned environment inputs.
- Audience:
- Environment builders
- Content type:
- Integration
- Buyer question:
- What it is and why it matters
Content release: r-a220eb6e099b243b
Related questions
- Why is complaint handling a useful test of agents working across business systems?
- How can a routine delivery query become a complaint that requires different handling?
- What makes a complaint workflow demanding enough to test a connected agent?
- How should complaint handling be represented as an executable process?
- Why should acknowledgement and resolution be separate agent capabilities?
- Why should a complaint environment model more than a conversation?