Catalog record · Marketing & Sales
Stage as of Mar 28, 2025 · historical report, not live reconfirmation.
Retail relationship-manager targeting
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
Combines customer profiles with financial LLM analysis to support relevant product matching and outreach.
- Reported stage
- Production
- Technology
- GenAI/LLM
- Business function
- Front 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
Management reports use in retail-customer analysis. Status as of 2025-03-28.
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
- 建设银行2024年度业绩发布会问答实录www2.ccb.com · opens in a new tab
China Construction Bank · filing · full-text · Publication date not recorded
Research lanes: asia_pacific_banking · Batch global-discovery-2026-10-26. Coverage and remaining gaps