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OP
§ Multi-Agent Orchestration

How your agents collaborate

Agents don't work in isolation — they pass context, hand off intent and share long-term plant memory. Visualize dependencies, triggers, escalations and conflict resolution.

ORC-01
Ammonia Leak → Emergency Response

End-to-end response when an NH₃ excursion is detected in dairy.

● ACTIVE
Detect
Ammonia Leak Agent
NH₃ > 15ppm sustained 30s
Mobilize
Emergency Response Agent
On critical alert
Orchestrate
Workflow Agent
Auto-ticket + evacuation runbook
Capture evidence
Compliance Agent
Log per FSSAI + factories act
Brief leadership
Report Generation Agent
Auto-draft 24h
ORC-02
Forklift Risk → Training Loop

Repeated unsafe forklift behavior triggers contractor and training intelligence.

● ACTIVE
Detect
Forklift Risk Agent
Speeding / proximity events
Correlate
Contractor Intelligence Agent
Driver / crew clustering
Prescribe
Training Recommendation Agent
Auto-assign refresher
Verify
Audit Agent
Closure check in 14 days
ORC-03
Allergen Cross-Contact → Hold & Release

Stops a batch and orchestrates QA hold-and-release across MES + warehouse.

● ACTIVE
Detect
Allergen Cross-Contact Agent
SKU change without CIP
Halt batch
Workflow Agent
Tag SKU + lock dispatch
Document
Compliance Agent
FSSC 22000 evidence pack
Notify retailers
Report Generation Agent
If dispatched batches at risk
Agent dependencies

Agents subscribe to each other's outputs. A trigger event propagates through the dependency graph, picking up context at each hop.

Trigger conditions

Each handoff carries explicit conditions — confidence ≥ threshold, severity ≥ High, or semantic match on an upstream finding.

Shared memory

Plant Memory Agent is the substrate. Every agent reads/writes findings, evidence and outcomes to the same semantic lattice.

Conflict resolution

When agents disagree, the highest-confidence path wins, ties break by priority class, and unresolved conflicts route to the human review queue.

Escalation paths

Every chain has a named escalation owner (Plant Director / QA Head) auto-paged when SLA targets are at risk.