Catalog record · Lending & Credit
Stage as of Nov 4, 2026 · historical report, not live reconfirmation.
Agentic asset-finance intake and financial-statement extraction
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 Nov 8, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
Agents read broker emails and attachments, request missing information and populate applications; confident cases reach the existing decision model, with referrals to underwriters.
- Reported stage
- Production
- Technology
- GenAI/LLM
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Nov 8, 2026
- Last researched
- Nov 8, 2026
Measures & evidence
50 · percent of cases
Automatic decision share
Current at 2026-11-04; measurement window unstated
Scope, baseline & source
- Scope / denominator
- Cases received by the described email workflow
- Baseline
- Not disclosed in this account
- Claim basis
- Allica Bank
Not the whole bank's lending volume.
Read claim source ↗12 · minutes
Mean decision turnaround
Same report; observation window unstated
Scope, baseline & source
- Scope / denominator
- Described asset-finance workflow
- Baseline
- Not disclosed in this account
- Claim basis
- Allica Bank
No controlled baseline.
Read claim source ↗68 · percent of applications
Financial-statement extraction coverage
Current at 2026-11-04
Scope, baseline & source
- Scope / denominator
- Statement-reading agent, including variants
- Baseline
- Not disclosed in this account
- Claim basis
- Allica Bank
Not an accuracy measure.
Read claim source ↗99 · percent
Exact extraction accuracy
v2.0 test reported 2026-11-04
Scope, baseline & source
- Scope / denominator
- 100 financial statements
- Baseline
- Not disclosed in this account
- Claim basis
- Allica Bank
Test-set result, not loan-decision accuracy.
Read claim source ↗Measures retain their original currency, scope and period. Capacity, adoption and forecasts are not realized cash savings.
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
November 4 update says email workflow launched in April and reports live extraction coverage. It is a new evidence update, not a November launch. Status as of 2026-11-04.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Sample selection and independent validation are undisclosed.
Recorded dependencies
- Confidence thresholds, provenance, human confirmations/overrides and evaluation against ground truth.
Source register
- Scaling AI at Allica: Part IIIb – lending agentsallica.bank · opens in a new tab
Allica Bank · issuer · full-text · Published 2026-11-04
Research lanes: banking-refresh · Batch research-refresh-2026-11-08. Coverage and remaining gaps