Decision Council · by tokiOS

Self-auditing AI councils for high-stakes decisions.

Run a Gemini-powered deliberation team, trace each step to Phoenix, evaluate the verdict, and feed observability insight back into the next decision.

Deliberate

Independent advisors plus a challenge round.

Observe

OpenInference/Phoenix tracing hooks around each agent step.

Evaluate

Verdict quality checks for dissent, safeguards, actions, and confidence.

Improve

Phoenix MCP introspection path for self-improvement.

Run a council

Uses Gemini through Google Cloud ADC/Vertex when configured. Falls back to deterministic demo mode only when Gemini is unavailable. Add Phoenix credentials for live tracing.

Integration status

Google

Gemini

Vertex/ADC

Arize

Phoenix tracing

enabled · project decision-council-demo

MCP

Phoenix MCP

configured path available

Runtime

Code-owned agent

FastAPI council runtime with Gemini advisor rounds, synthesis, evals, and trace spans.