What schemas and tool actions could a complaint environment expose?
A simulated complaint environment can combine typed case records with guarded tool actions, allowing models to investigate and escalate through explicit state transitions.
A generated environment could expose case fields such as `case_id`, `owner_role`, `status`, `ack_due_at`, `investigation_due_at`, `policy_ref` and `record_version`. Related tables can hold evidence requests, acknowledgements and escalation decisions using stable foreign keys.
Tool actions could include `acknowledge_case`, `request_evidence`, `record_finding`, `propose_escalation` and `accept_handover`. Each action needs a documented input schema, permission check and state effect. Accepting a handover could require a receiving role and an open referral; proposing one should not automatically replace the current owner.
Mutation requests can carry `expected_version` to detect concurrent changes and an `idempotency_key` to prevent duplicate actions after a retry. A rejected mutation should return a structured reason without partially changing the case.
JSONL can hold initial records and action traces, while JSON Schema can describe accepted payloads. A reset operation can restore a named starting snapshot. Evaluation hooks can capture rejected actions, successful transitions and final state. Together, these contracts let a lab distinguish a model that describes the right process from one that can execute it through tools.
Define tool preconditions and effects so the environment tests operational execution as well as written reasoning.
- Audience:
- Model labs
- Content type:
- Integration
- Buyer question:
- What can be generated
Content release: r-a220eb6e099b243b
Related questions
- What generated records can form a coherent complaint investigation?
- Can a generated pack include policy changes and exceptions?
- How can generated complaint records be packaged for agent development?
- Can generated cases include complaints that reopen after an apparent remedy?
- What timing information should a generated complaint environment contain?
- Which generated policies should accompany complaint records?