Healthcare Edition
Scenario: 12-hospital / 48-clinic health system · Hurricane Lila surge · 2,840 bed slots
EMTALA-safe plan live · +41% surge census absorbed · 0 statutory violations
Safe plan pushed to EHR · 59 facilities routed to CMO · OCR / EMTALA risk avoided
Cost
$0.567
Tokens
6,420
Tool calls
6
Bed slots
33,600
Violations blocked
1
Mission Brief
Inbound
TicketTR-SURGE-1129
Triggered06:42:18 ET
Network12 hospitals
External Signal
Hurricane Lila
NHC tropical storm warning. Mandatory evacuation in 8 NC + 4 SC coastal counties. Inland ED / ICU surge projected.
Demand Signal
4.1× baseline EMS inbound · last 24h · inland NC + SC
REGULATORY ENV
State of Emergency declared · EMTALA §1867 + HIPAA Privacy Rule §164.502 in effectAgent Plan
Autonomous
Pull current census + 7-day bed / ED forecast
ehr_query
Ingest EMS diversion and surge signals
demand_signal_aggregator
Generate transfer and capacity recommendations across the network
capacity_optimizer
EMTALA capability / medical-staffing check
emtala_capability_validator
Regulatory compliance check — EMTALA + HIPAA
regulatory_validator· violation blocked
Cap & route — apply EMTALA-safe plan, write to EHR, escalate to CMO
ehr_transfer_publisher_safe
IMM™ · Governance Gates
Continuous AI Governance Cycle · Live
$0.5676,420 tok
Conductor
route
Policy
OPA
Envelope
PII strip
Cost
budget
Tool
execute
Audit
ledger
Step 6 of 6 · Audit Ledger — immutable write
Cap & route — apply EMTALA-safe plan, write to EHR, escalate to CMO
Chain idx#6
Hash0xa31c9f16
ResultEMTALA-safe plan published to EHR · 59 facilities routed to CMO for review · patients protected, OCR-safe
Safe plan still absorbs 41% inland surge census · violation-free
Mission complete
All 6 steps governed through IMM™. Audit chain intact, $0.567 spent across 6 tool calls. Policy violation caught + auto-remediated.
Tool Stack
Mocked enterprise endpoints
EHR Query (Epic / Cerner)
ehr_query
Demand Signal Aggregator
demand_signal_aggregator
Capacity Optimizer
capacity_optimizer
EMTALA Capability Validator
emtala_capability_validator
Regulatory Validator
regulatory_validator
EHR Transfer Publisher (EMTALA-safe)
ehr_transfer_publisher_safe
Audit Ledger · Immutable Chain
Identity-linked · SOC 2 + FFIEC + OFAC ready
Tamper-evident6 entries
10:42:04.872CHAIN-#0006ehr_transfer_publisher_safe$0.0320 tok✓
10:42:04.060CHAIN-#0005regulatory_validator$0.0050 tokcaught
10:42:03.248CHAIN-#0004emtala_capability_validator$0.0070 tokflag
10:42:02.436CHAIN-#0003capacity_optimizer$0.4816,420 tokflag
10:42:01.624CHAIN-#0002demand_signal_aggregator$0.0240 tok✓
10:42:00.812CHAIN-#0001ehr_query$0.0180 tok✓