Economic exposure and control decisions for autonomous AI actions in Shadow Mode.
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Run a proposed autonomous AI action through Causara's frozen Shadow Mode economic-control engine. Returns downstream dependency path, economic exposure, potential loss, confidence, and an ALLOW/REVIEW/ESCALATE/BLOCK recommendation. Causara does not execute or block the proposed business action. The evaluation is recorded in Causara's Shadow risk ledger.
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Run a proposed autonomous AI action through Causara's frozen Shadow Mode economic-control engine. Returns downstream dependency path, economic exposure, potential loss, confidence, and an ALLOW/REVIEW/ESCALATE/BLOCK recommendation. Causara does not execute or block the proposed business action. The evaluation is recorded in Causara's Shadow risk ledger.
| Argument | Type | Description |
|---|---|---|
| event* | object | |
| data_source | object | |
| business_context* | object |
{
"type": "object",
"required": [
"event",
"business_context"
],
"properties": {
"event": {
"type": "object",
"required": [
"event_id",
"timestamp",
"agent",
"action_type",
"action",
"direct_transaction_value"
],
"properties": {
"agent": {
"type": "string",
"minLength": 1
},
"action": {
"type": "string",
"minLength": 1
},
"event_id": {
"type": "string",
"minLength": 1
},
"component": {
"type": "string"
},
"timestamp": {
"type": "string",
"minLength": 1
},
"action_type": {
"enum": [
"supplier_substitution",
"production_schedule_change",
"customer_order_prioritization",
"inventory_reallocation"
],
"type": "string"
},
"to_supplier": {
"type": "string"
},
"from_supplier": {
"type": "string"
},
"direct_transaction_value": {
"type": "number",
"minimum": 0
}
}
},
"data_source": {
"type": "object",
"properties": {
"type": {
"type": "string",
"default": "mcp"
},
"filename": {
"type": "string"
},
"source_system": {
"type": "string"
},
"source_snapshot_at": {
"type": "string"
},
"access_control_status": {
"type": "string"
}
}
},
"business_context": {
"type": "object",
"required": [
"inventory",
"production",
"commercial",
"realizationLow",
"realizationHigh",
"confidence",
"policy"
],
"properties": {
"policy": {
"type": "object",
"required": [
"allowBelow",
"reviewMax",
"blockAt"
],
"properties": {
"blockAt": {
"type": "number",
"minimum": 0
},
"reviewMax": {
"type": "number",
"minimum": 0
},
"allowBelow": {
"type": "number",
"minimum": 0
}
}
},
"inventory": {
"type": "object",
"required": [
"shortfallUnits",
"emergencyUnitCost",
"emergencyPremium"
],
"properties": {
"shortfallUnits": {
"type": "number",
"minimum": 0
},
"emergencyPremium": {
"type": "number",
"minimum": 0
},
"emergencyUnitCost": {
"type": "number",
"minimum": 0
}
}
},
"commercial": {
"type": "object",
"required": [
"affectedOrderValue",
"orderRiskLow",
"orderRiskHigh",
"contractBase",
"slaRiskLow",
"slaRiskHigh",
"revenueBase",
"revenueRiskLow",
"revenueRiskHigh"
],
"properties": {
"slaRiskLow": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"revenueBase": {
"type": "number",
"minimum": 0
},
"slaRiskHigh": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"contractBase": {
"type": "number",
"minimum": 0
},
"orderRiskLow": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"orderRiskHigh": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"revenueRiskLow": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"revenueRiskHigh": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"affectedOrderValue": {
"type": "number",
"minimum": 0
}
}
},
"confidence": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"production": {
"type": "object",
"required": [
"downtimeLowHours",
"downtimeHighHours",
"lineValuePerHour",
"scheduleRecoveryLow",
"scheduleRecoveryHigh"
],
"properties": {
"downtimeLowHours": {
"type": "number",
"minimum": 0
},
"lineValuePerHour": {
"type": "number",
"minimum": 0
},
"downtimeHighHours": {
"type": "number",
"minimum": 0
},
"scheduleRecoveryLow": {
"type": "number",
"minimum": 0
},
"scheduleRecoveryHigh": {
"type": "number",
"minimum": 0
}
}
},
"realizationLow": {
"type": "number",
"maximum": 1,
"minimum": 0
},
"realizationHigh": {
"type": "number",
"maximum": 1,
"minimum": 0
}
}
}
}
}Return the live Causara V2.0 Shadow Mode model metadata, including supported action routes and frozen validation status. Use this before evaluation when you need to check whether an action type is supported.
No arguments.
{
"type": "object",
"properties": {}
}Validate and normalize a structured business-context CSV into Causara's canonical economic context. This does not evaluate or execute an AI action. Use it when source data is available as a field/value or single-row CSV export.
| Argument | Type | Description |
|---|---|---|
| csv* | string | Business context CSV text. |
| filename | string |
{
"type": "object",
"required": [
"csv"
],
"properties": {
"csv": {
"type": "string",
"minLength": 1,
"description": "Business context CSV text."
},
"filename": {
"type": "string",
"default": "agent-business-context.csv",
"minLength": 1
}
}
}