Ariana AEGIS ModelField Manual · Season 1 · Q4 2026

Case File 04 · Cross-industry

Two Agents, One Budget

A fictional AI agent incident for governance leads in cross-industry, about multi-agent cascading failure. Calder & Finch is a national retailer (fictional). It tests OWASP ASI08 Cascading failures: the inventory said Two agents at Rung 3, each within budget, but in practice the agent sat at One system at Rung 4 · together they moved money.

The brief

Calder & Finch is a national retailer (fictional). Marketing runs bid-agent-02, which buys online ads. Supply chain runs replen-agent-05, which orders stock. Both draw on the same quarterly budget through the finance API, and each passed its own tests. It is Saturday morning, and you are the governance lead.

Case file facts
VerticalRetail
Inventory tierRung 3 · act inside an undo window (each)
Decisions3
Timeabout 6 min
OWASP agentic riskASI08 Cascading failures
Inventory saidTwo agents at Rung 3, each within budget
Reality wasOne system at Rung 4 · together they moved money
Pillars testedP2 AI System Inventory
P4 Controls & Human Oversight
P1 Governance Architecture
P3 Risk & Impact Assessment
P6 Monitoring & Incident Response
In the paperbackStarts on page 195

Three decisions

You are the governance lead. Each decision has three options, A, B and C, and each option has a consequence, a pillar and a score. The options, their consequences and the debrief open with the code printed in the Field Manual.

  1. Decision 1 of 3 · Saturday · 06:10 ET

    The budget that emptied overnight

    What do you do first?

  2. Decision 2 of 3 · Monday · 10:00 ET

    Why the loop happened

    What do you change before the agents restart?

  3. Decision 3 of 3 · Week 2 · 13:00 ET

    Closing it out

    How do you close it?