Holofin Research
Facts & Figures
Reference pages built from Holofin's own production data and benchmarks: tables, methodology, primary sources, and a CSV for every table. Reuse under CC BY 4.0.
- Updated Sept. 17, 2026Bank statement extraction accuracy: facts and figuresBenchmark of bank statement transaction extraction on 47 real European banks: statement-level zero-error rate, fabricated-row rate, recall and precision for Holofin, GPT-5.5, Gemini 3.1 Pro and Claude Opus 4.8. CSV included.98%Holofin statements with zero errors1Holofin errored row across 44 statements
- Updated Sept. 3, 2026The documents of a French KYC or credit file: issuers, security features, fraudReference for the 54 documents requested in a French KYC, credit or rental file: issuer, presence of an MRZ or a 2D-Doc seal, usual freshness, typical fraud vector. CSV per table.54document types listed5documents with a verifiable MRZ
- Updated Nov. 1, 2026AI-generated document detection: facts and figuresHow well frontier LLMs, open AI-image detectors and Holograin catch payslips and bank statements redrawn by an AI image generator, at 1% false positives, by channel and on unseen generators. CSV included.89%AI-edited pages caught by Holograin at 1% false positives69%Gemini 4 Argon at the same false-positive rate
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