claims_processing · finance · workflow
ALFA and Shift Technology's Force detect organized claims fraud across French auto insurers
Organized fraud was impacting multiple French auto insurance companies simultaneously, with no cross-insurer mechanism to detect or coordinate against it collectively.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Combined member claims submitted
Claims data from ALFA's participating member insurers is combined as input to the system.
Tools used
Force
Outcome
Force met or exceeded ALFA's requirements and is now highly respected by similar organizations globally.
Results
Volumeover 30%
Grounding & classification
Source type: vendor customer story
17 fields verified against source quotes.
anomaly detectionfraud detectioninsurance claimhuman review describedmetric backednamed customerproduction runtime claimedtools describedvendor confirmedworkflow describedinsurancevendor customer storyclaims processingcompliance monitoringextract classify routehuman review queue