PREDICTIVE INTELLIGENCE

Retention Scoring Engine

Composite retention scoring from future use, recreation cost, business criticality, and compliance weight.

Scoring model

Retention Score = Future Use Probability × Recreation Cost × Business Criticality × Compliance Weight (normalized to 0–100)

Future Use ProbabilityLikelihood the state is consumed by a future workflow node

×Recreation CostEffort and compute required to rebuild the state if discarded

×Business CriticalityOperational importance of the decisions this state supports

×Compliance WeightRegulatory obligation to retain or audit this state

13 memory objects, highest score first

MEM-3104 · Enterprise Decision Review

97.5RETENTION SCORE / 100

Recommendation: Retain in Hot tierHigh composite value — keep immediately accessible and pin against eviction.

Each factor is weighted 0.00–1.00 in the composite score

Future Use Probability0.98

Likelihood the state is consumed by a future workflow node

Recreation Cost0.96

Effort and compute required to rebuild the state if discarded

Business Criticality0.99

Operational importance of the decisions this state supports

Compliance Weight0.97

Regulatory obligation to retain or audit this state

Composite: 0.98 × 0.96 × 0.99 × 0.97 → 97.5

Factor strength across all scored memory objects — darker cells indicate stronger contribution

MEMORY OBJECT	FUTURE USE PROBABILITY	RECREATION COST	BUSINESS CRITICALITY	COMPLIANCE WEIGHT	SCORE
Decision rationale snapshot MEM-3104	0.98	0.96	0.99	0.97	97.5
Approval disposition record MEM-3105	0.97	0.95	0.98	0.99	97.2
Compliance evidence bundle MEM-3103	0.93	0.90	0.95	0.99	94.2
Customer intent graph MEM-2847	0.98	0.94	0.93	0.88	93.2
Transaction anomaly vectors MEM-2844	0.88	0.92	0.97	0.95	92.9
Policy exception history MEM-2845	0.85	0.88	0.96	0.98	91.6
Risk signal assessment MEM-3102	0.90	0.88	0.90	0.92	90.0
Case resolution context MEM-2846	0.94	0.90	0.89	0.86	89.7
Retrieved evidence context MEM-3101	0.92	0.85	0.88	0.90	88.7
Supplier risk assessment MEM-2843	0.72	0.78	0.74	0.82	76.4
Q3 pricing rationale MEM-2842	0.58	0.62	0.66	0.55	60.1
Historical routing patterns MEM-2841	0.42	0.55	0.48	0.60	50.8
Legacy onboarding summary MEM-2840	0.18	0.30	0.25	0.42	27.4

Sample dataset — scores are illustrative and reset on reload.