Catalog record · Lending & Credit
Stage as of May 16, 2024 · historical report, not live reconfirmation.
Mortgage and HELOC pre-approval model
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
ML approves eligible mortgage/HELOC applications; underwriters review other cases.
- Reported stage
- Production
- Technology
- Machine Learning
- 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
Issuer dates introduction to August 2023 with thousands of pre-approvals. Status as of 2024-05-16.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Deployment evidence does not establish measured effectiveness or independently validated ROI.
Source register
- TD delivering faster, personalized digital experiences to customers through AI - May 16, 2024td.mediaroom.com · opens in a new tab
TD Bank Group · issuer · full-text · Published 2024-05-16
Research lanes: north_america_banking · Batch global-discovery-2026-10-26. Coverage and remaining gaps