From fragmented signals to considered action.
Combine governed data, rules and models with an operational decision.
- 01
Reconcile sources
→ - 02
Apply rules and models
→ - 03
Inspect signals
→ - 04
Validate with an officer
→ - 05
Record action and feedback
→
The challenge
Risk scores are useful only when the data, rules, uncertainty and next action are understood by the people responsible for the decision.
Practical outputs
- Governed decision inputs
- Explainable signals and prioritisation
- Reviewer feedback and audit trail
- A defined evaluation baseline
What to evaluate
Assess data quality, missed cases, unnecessary referrals and reviewer action separately. Set the trade-offs with the decision owner.
An illustrative explanation of an approach; not a client engagement or deployment claim.
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