Synthetic workspace / Route A / Mobile money + assisted documents

Risk operations workbench

Open cases0

High risk0

Files0

Decisions0

Channel

Selected case

Risk 0.00 -

Priority

Normal profile

Current event

Behavioral score timeline -

Feature attribution Score drivers

Linked entities 0

Investigation outcome Fraud type Confidence 84%

Analyst notes

No analyst decision saved for this case yet.

Explainability

Model evidence

Cluster position -

Similar cases 0

Pilot evidence

Readiness view

Shows the measures a design partner would use to decide whether this workbench deserves a 6-week diagnostic. Values are synthetic demo targets, not client performance claims.

Top-K lift 2.8x capture target

Review waste -42% analyst budget

Data needed 7 fields hashed IDs

What this proves MIHZI can rank cases, explain score drivers, manage supporting files, and capture analyst labels as reusable evidence.

What a pilot measures Fraud capture at fixed review budget, precision@top-K, reason-code quality, label reuse, and estimated prevented-loss value.

Current limit OCR and model performance are simulated here. Production OCR, translation, and accuracy are validated only against partner data.

Scope the diagnostic

Managed files

Document intake

Upload claim, onboarding form, loan file, or ID image Browser demo: creates a synthetic OCR review card

OCR / document signals

Select a case or upload a file to view document evidence.

Decisions