What is the Decision Risk Pattern Index (DRPI)?
The Decision Risk Pattern Index (DRPI™) is how Justice Beacon Solutions identifies problems before something goes wrong. DRPI tracks decision patterns, not just individual events. This is not risk assessment of people (that already exists). This is risk assessment of decisions and decision environments. We don't predict behavior. We detect failing decision environments.
Who Uses This
Governance officers, compliance leads, oversight bodies, agency leadership
When
Ongoing, continuous monitoring
Approach
Predictive: detects patterns before failure
Primary Output
Risk pattern reports, escalation alerts, governance condition inventories
How DRPI Works
Step 1: Decision Event Capture
Starts with raw events: missed check-ins, late classifications, override decisions, delayed responses, staff handoff gaps. These are inputs, not conclusions.
Step 2: Pattern Identification
Looks for repetition (same issue recurring), clustering (same time, place, staff, or shift), escalation (getting worse over time), and cross-system linkage (custody + medical + supervision). Three missed wellness checks in the same housing unit on the same shift is not three separate events. It is one pattern forming.
Step 3: Risk Scoring
Assigns a structured score to each pattern. DRPI Score = (Frequency x Severity x Exposure x Delay) / Intervention Rate. Frequency: how often it repeats. Severity: how serious it is. Exposure: how many people or systems are affected. Delay: time between signal and response. Intervention Rate: how often it gets corrected. High score = failure is forming.
Step 4: Action Levels
Turns scores into action. DRPI 1 (Low): Monitor. DRPI 2 (Moderate): Supervisor review. DRPI 3 (High): Command staff alert. DRPI 4 (Critical): Immediate intervention.
How DRPI Fits the System
DCRR™ (Foundation, Micro Level)
Reconstructs one incident. Identifies decision failures step-by-step. Produces clean, structured data. DRPI needs this to understand: “What exactly went wrong?”
CEGR™ (Bridge, System Level)
Connects multiple events across systems. Reveals patterns across custody, medical, courts, supervision. DRPI needs this to understand: “Is this happening elsewhere too?”
DRPI™ (Top Layer, Predictive Level)
Detects repetition of those failures. Scores risk of future incidents. Triggers intervention before next incident. DRPI answers: “Where is this going to happen next?”
DCRR feeds DRPI. CEGR strengthens DRPI. DRPI operationalizes both into prediction.
Deliverables
- DRPI Scorecard
- Pattern Cluster Analysis
- Trend Analysis
- Forward Risk Indicators
- Intervention Priority Map
- Cross-System Risk Visibility Report
What DRPI Is Not
DRPI is not designed for DCRR or CEGR. It sits on top of both. If you skip DCRR or CEGR, you will get weak signals, miss important context, and lose defensibility.
Discuss DRPI Implementation
DRPI builds on DCRR and CEGR data. Contact JBS to discuss how predictive risk detection fits your governance needs.
Contact JBS