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Credit Intelligence · UT-084521

SaccoScore · Mary Wanjiku Kamau

Transparent factor breakdown, peer benchmark and live what-if simulator. Every change is deterministic and audit-logged.

Live score
880
/ 1000 · Low
Peer average
681
+199 vs peers
Savings
KES 842,000
Current loan
KES 620,000

Score gauge

Live · updates as you adjust the simulator

SaccoScore
880
/ 1000
Low Risk

Factor contribution

Points earned vs. maximum per factor

What-if simulator

Move a slider · score recomputes deterministically

90%
60 mo
38%
Lower is better
80%

Peer benchmark

Same product · same branch cohort

Why this decision

Plain English · reviewer-friendly · exportable

Narrative

Mary Wanjiku Kamau scores 880/1000 — a low-risk profile. Their strongest factor is loan repayment history; the weakest is Guarantor strength. Compared with peers on the same product at their branch, they sit 199 points above the cohort average. Adjusting savings growth or debt service ratio in the simulator shows the fastest paths to improve.

Deterministic
Same inputs produce the same score. No black-box ML in the decision path.
Explainable
Every factor, weight and contribution is visible to member, officer and regulator.
Auditable
Every rule change requires maker-checker approval and appears in the audit log.