Catalog record · Compliance & Regulatory
Stage as of source date not established · historical report, not live reconfirmation.
Multi-instrument AI surveillance models
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 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
FINRA developed two AI models within its cross-market surveillance programme.
- Reported stage
- Not assessed
- Technology
- Other supported technology
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 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
The 2022 expenditure report confirms development but does not establish deployment of these specific models. Status date not established.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Do not equate general operational surveillance with deployment of each newly developed model.
Source register
- Report on Use of 2022 Fine Moniesfinra.org · opens in a new tab
FINRA · regulator · full-text · Publication date not recorded
Research lanes: regulatory_public_finance · Batch global-discovery-2026-10-26. Coverage and remaining gaps