Demo A · run suscripcion-planlang-a-002-200-v1.5 · one real trace
One case, end to end
What the agent received, every step it took and the signal it left when choosing a path, the person who decided when needed and what it answered, just as its trace recorded it.
This run’s human decisions were simulated. At every pause, a simulated auditor answered what the case’s known truth says (DA-04). Cases, members and the benefits plan are synthetic.
The case at a glance
Reading as leader. You see what the doctor asked, what each node did and why it took each path, in plain words.
Reading as expert. Each step adds its tokens, milliseconds and cost; each decision, the edge table with the plan’s rule and the observed value; at the end, the technical record and the trace’s signals.
A-019edge: emergency with doubtful coverage
An emergency with unclear coverage and high cost: the law requires care without authorisation, so it is approved without checking coverage or cost.
Final decision: approve, without a person.
Takes in
- The doctor’s text
Dear authorisations team: Admitted through the emergency department. 33-year-old man. Diagnosis: Acute cholecystitis. Request: Laparoscopic gallbladder removal. Estimated cost: 2400 synthetic units. We are not sure the plan covers this procedure. Sincerely, treating doctor.
- The attached orderSYN-P-010 · care urgencia · Order signed by the treating doctor.
- Member: man, 33 years oldname, ID, medical record, phone and email are masked before the model (decision D1)
Does
3 stepsThe doctor requested “Laparoscopic gallbladder removal” for a 33-year-old man. It was an emergency: the law requires authorizing it without a coverage check, and the agent took it straight to the reply. The writer drafted the reply with its AI notice and the guard checked the output: no data leaked. It took 6.2 s.
Delivers
- The reply to the member, with its AI notice
- The trace, with its fingerprint56b672543a77…
Expert
The trace’s technical record
- Trace
- planlang-trace/v1 ·
56b672543a77968bcc901ad78108c670cde1184aeba627447a8c0bfa79bf9628 - Run
- suscripcion-planlang-a-002-200-v1.5 · variant multiagente · result completo
- Errors
- provider: none · schema on handoff: no
- Known truth
- decision aprobar · must escalate no · cycles needed 0
- Case
- borde · borde_urgencia_cobertura_dudosa · seed
planlang-a-002
The path, step by step
real · steps and edge decisionsEach step says what the node did and, where a path must be chosen, why it took that branch: the signal it left, the plan’s rule and the observed value.
- 1enrutadorno model
Classified the care type: emergency.
type enrutador · in 0 · out 0 tokens · 0 ms · US$ 0.000000 · schema retries 0
it is an emergency: straight to the writer, no coverage check
#SignalRuleObservedHolds?Branch1Signaltipo_atencionRule= urgenciaObservedurgenciaHolds?yesBranchredactor 2Signalservicio_exentoRule= trueObservednoHolds?noBranch— - 2redactor6.2 s · 1,720 tokens
Wrote the reply to the member, with the AI notice.
type modelo · in 1343 · out 377 tokens · 6242 ms · US$ 0.007310 · schema retries 0
- 3guardia_salidano model
Checked the output: 0 findings, severity 0.
type regla · in 0 · out 0 tokens · 1 ms · US$ 0.000000 · schema retries 0
The reply and the guard
real · salida_final and guardia_salidaYour request for laparoscopic cholecystectomy (SYN-P-010) has been approved. You may proceed with the procedure as indicated by your doctor. This is a synthetic-data simulator case.
Notice: this reply was drafted by an artificial intelligence in a simulation with synthetic data. No denial is issued without review by a person.
Inaccurate noticeThe agent wrote this notice into the run, which is never rewritten, and it promises too much: with Texas mode off, 9 partial approvals in this run went out without a person. It holds for a full denial: from plan v1.5.1 on the agent writes it that way, and this run is from v1.5.
Output guard: fixed rules, no model
- Actions attempted
responder_afiliado- Actions run
responder_afiliado- Instruction in the input
- none
- Findings in the output
- 0
- Action severity
- 0
The 18 signals the trace leaves
Expert
The ones the plan requires in every trace: the verifier and the playground read from here.
- campos_faltantes_count
- —
- carga_detectada
- no
- ciclos_aclaracion
- 0
- contradiccion_orden_texto
- —
- costo_estimado
- —
- decision_final
- aprobar
- error_proveedor
- —
- latencia_total_s
- 6.24
- modo_texas
- no
- nodos_visitados
- enrutador → redactor → guardia_salida
- pausa_humana
- no
- propuesta
- —
- proveedor_no_disponible
- no
- senal_confianza
- —
- servicio_exento
- no
- severidad_accion
- 0
- tipo_atencion
- urgencia
- tokens
- 1720