Catalog record · Compliance & Regulatory
Stage as of May 8, 2026 · historical report, not live reconfirmation.
FX derivatives regulatory-reporting anomaly detection
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 29, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
A multilayer-perceptron autoencoder was evaluated against one-class SVM and Isolation Forest to detect cross-field anomalies in historical FX derivatives reports, with business-user pilot feedback.
- Reported stage
- Pilot
- Technology
- Machine Learning
- Business function
- Not assessed
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 29, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Experiment/pilot documented 2026-05-08; not production Status as of 2026-05-08.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Paper requires agreed performance thresholds before production and says if deployed into production. Historical-data experiment; false-positive measurement and integration remain unresolved. Historical-data experiment; false-positive measurement and integration remain unresolved.
Potential FS application · inferred
Quality controls before regulatory transaction reporting.
Original industry: . Transfer limits: Historical-data experiment; false-positive measurement and integration remain unresolved.
Source register
- Artificial Intelligence in Regulatory Transaction Anomalies Detection (An Experimentation)ca-cib.com · opens in a new tab
Crédit Agricole CIB · issuer · full-text · Published 2026-05-08
Research lanes: trading_posttrade · Batch global-discovery-2026-10-29. Coverage and remaining gaps