Member-aware credit intelligence for SACCOs.

Evaluate readiness using member history and verified profile data.

Respect cooperative policy, approvals, and member controls.

Use contribution patterns and savings behavior as positive signals.

Make guarantor relationships visible and auditable.

Guide members toward stronger future applications.

Keep decisions reproducible with policy and model versions.