{ "name": "Ternary Cloud Cost Anomaly", "description": "Structure documentation for a cloud cost anomaly detected by Ternary's ML-powered algorithms.", "fields": [ { "name": "id", "type": "string", "required": true, "description": "Unique system-generated identifier for the anomaly" }, { "name": "cloud_provider", "type": "string", "required": true, "description": "Cloud provider where anomaly was detected", "enum": ["gcp", "aws", "azure", "oci", "alibaba"] }, { "name": "service", "type": "string", "required": false, "description": "Cloud service that generated the anomalous costs (e.g., BigQuery, EC2, Azure Functions)" }, { "name": "severity", "type": "string", "required": false, "description": "Severity level based on cost delta magnitude", "enum": ["low", "medium", "high", "critical"] }, { "name": "status", "type": "string", "required": true, "description": "Current resolution workflow status", "enum": ["open", "acknowledged", "resolved"] }, { "name": "expected_cost", "type": "number", "required": false, "description": "Baseline cost expected based on ML historical analysis (USD)" }, { "name": "actual_cost", "type": "number", "required": false, "description": "Actual observed cost that triggered anomaly detection (USD)" }, { "name": "cost_delta", "type": "number", "required": false, "description": "Difference: actual_cost minus expected_cost (USD)" }, { "name": "detected_at", "type": "string (date-time)", "required": true, "description": "ISO 8601 timestamp of when anomaly was first detected" }, { "name": "acknowledged_at", "type": "string (date-time)", "required": false, "description": "ISO 8601 timestamp of when anomaly was acknowledged by a team member" }, { "name": "comment", "type": "string", "required": false, "description": "Optional comment added when acknowledging" }, { "name": "affected_resources", "type": "array[string]", "required": false, "description": "List of cloud resource IDs contributing to the anomaly" } ] }