Tale of Data publie le 1er lexique du marché le “Langage de la Data Quality”
Combating document fraud
Our document fraud detection solution uses advanced data analysis and artificial intelligence to detect anomalies and forgeries, guaranteeing the security and integrity of administrative processes and transactions. The use of this technology is a cornerstone in the fight against document fraud.
Combating document fraud: a priority for government departments
Our customer, a government department, wanted to improve the efficiency of controls on the issuing of administrative documents.
The size of the database (close to a hundred million lines) and the diversity of applications used to enter information - most of which were manual - which had been developed over the last few decades, severely limited the effectiveness of irregularity detection.
The innovative solution to combat document fraud
Reconciliation of beneficiaries' postal addresses with the BAN - Base Adresse Nationale (National Address Base) has enabled us to obtain reliable, standardized addresses.
Multi-criteria (surname + first name + address) and multi-strategy (phonetic, Levenshtein distance, N-gram*, ...) deduplications to identify people who have obtained several administrative documents that are supposed to be unique.
Blurred joins with other Ministry databases on surname and first name (phonetic + N-gram) as well as date of birth (with a tolerance of a few days) in order to identify people with several non-cumulative administrative documents.
Gains from using ourdocument fraudfunctionalities
The Ministry was able to identify individuals (sometimes up to several hundred in a single département) who possessed several versions of the same administrative document, enabling them to circumvent certain sanctions. The phenomenon had previously gone unnoticed thanks to a few approximations in the spelling of the name, the address (e.g.: street number mentioning the neighboring building) or the date of birth (1 to 2 days apart). To make matters worse, it was impossible to obtain such documents without internal complicity within the Ministry.
Using standardized postal addresses, we were able toidentify suspicious addresses used to request a number of administrative documents that far exceeded the number of inhabitants at the address in question (by a factor of 10 or even 100).
The cross-referencing of several databases has uncovered numerous cases of prohibited combinations of administrative documents.