Enterprise Risk Overview

Unified risk aggregated from Workforce, Procurement, Knowledge, and Finance. Confidence-weighted scoring; escalation rules apply (e.g. any module ≥90 → CRITICAL).

Key metrics

Confidence-weighted aggregation. Level may escalate if any module score ≥80 (HIGH) or ≥90 (CRITICAL).

Enterprise Risk
—%
AI Confidence
sum(conf × weight) / sum(weight)
Top Risk Module
Highest effective risk (score × confidence)

SLA & Governance

Open
Overdue
Avg resolution (hrs)
SLA compliance %
Open Overdue High/Critical Overdue
Avg resolution time: SLA compliance rate:
Open Overdue High/Critical Overdue
System Health

Model health (drift), SLA health, and combined enterprise risk with recommended action.

Model health
SLA health
Enterprise risk
Recommended action

Predictive Enterprise Forecast

Deterministic v1 forecast: predicted risk, breach probability, and confidence over the selected horizon. Escalation uses stability guards (risk floor ≥50, 6h cooldown, no duplicate open tasks).

Predicted risk
Predicted level
Breach probability
Forecast confidence
Current risk
Rolling avg
Volatility
Model
Forecast Performance

Aggregated accuracy metrics for evaluated forecasts (predicted vs actual). Matured forecasts (target_date passed) are evaluated automatically every 24 hours.

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Model Drift

Short-term (7d) vs long-term (30d) performance. Detects degradation. Runs daily.

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Module Breakdown

Per-module risk score, level, and confidence. Enterprise score = sum(score × weight × confidence) / sum(weight × confidence).

Module Risk Ranking
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Enterprise Risk Mix

Confidence-weighted mix (mix × weight × confidence), normalized to 100%.

Financial%
Operational%
Compliance%
Enterprise Risk Trend

Time-series analytics with delta, rolling average, volatility index, and confidence trend.

Load trend to see direction and volatility.

Score over time