How it works

Voice CS incident investigation model

Investigation flow

1

Import evidence

Paste a VoiceIncidentEvidence bundle. The Normalizer splits transcript, tool trace, and workflow definition — no inference.

2

Competing theories

Claim Tracer and Backend Witness open with conflicting explanations. They challenge, counter, and withdraw until one survives.

3

Cause + Architecture rooms

Full pipeline runs Cause Room debate, then Architecture Room localization against your workflow graph. Cross-room challenges can force revision.

4

Audit memo

Completed investigations produce a structured incident finding — customer impact, system reality, failed theories, and fix target.

Access walls

Agents only see evidence their role permits. The Normalizer routes packets — it does not judge.

  • Claim Tracer — transcript only
  • Backend Witness — tool trace only
  • Architecture Room — workflow definition + Cause finding

What Localization needs

Architecture Room cannot localize without your agent's workflow definition — the same graph the production voice agent executes.

  • Register the source agent name under investigation.
  • Store nodes, tool calls, and confirmation gates.
  • Evidence bundle links Layer 1 transcript + Layer 2 execution log.

Cause Room agents

CT

Claim Tracer

L1 · Conversation

What causal class explains customer belief from transcript alone?

BW

Backend Witness

L2 · Execution

What causal class explains tool/API/state evidence?

CJ

Causal Judge

Bridge · Causality

After conflict — what bridge class survives cross-domain scrutiny?

Architecture Room agents

CFI

Control Flow Investigator

Graph · Execution path

What execution path could emit this behavior?

PI

Policy Investigator

Policy · Prompts

What instruction or policy permits this behavior?

GI

Guard Investigator

Contracts · Guards

What missing guard allows this behavior?

MJ

Mechanism Judge

Discovery · Mechanism

What implementation mechanism survives when every surface theory is incomplete?

Demo incidents

Seeded demos: Elena + Klaus. For Vapi, Retell, Bland, and other shapes use Import evidence → Try platform samples on the desk.