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Assemble a small-business loan file for human review
Chain application extraction, eligibility checks, risk review, and evidence validation into a loan file for review.
Goal
Chain application extraction, eligibility checks, risk review, and evidence validation into a loan file for review.
Steps
- Load a synthetic application with a fixed schema and extract document facts. [source-google-assemble-small-business-loan-review-file]
- Run eligibility/risk stages and link each conclusion to its input evidence. [source-google-assemble-small-business-loan-review-file]
- Use the grader only for consistency checks; underwriters decide follow-up or rejection. [source-google-assemble-small-business-loan-review-file]
How to verify
Check that application fields, eligibility rules, risk notes, and evidence links align; mark unsupported conclusions as pending review.
Troubleshooting
If an eligibility result conflicts with policy, inspect the extracted field and rule version; the file supports review and never approves, rejects, or funds a loan.
Permissions
Prerequisites
- Google ADK, synthetic loan applications, Firestore test store; retain human underwriting, no real lending decisions.
Permissions
- Processes sensitive loan-application, identity/financial fields, and risk evidence; reads approved project data and writes a review file, with no approval or funding permission.
Limitations
Run the source on isolated test data, then check outputs and dependency versions before adapting it.
Pinned upstream source
- Repository
- google/adk-samples
- File path
- contrib/python/small-business-loan-agent/README.md
- Pinned commit
9252494a7aaafca8fe4d81a04f15392345a5779b- Source checked
- 2026-10-14 · Reviewed against the pinned upstream source
Repository metrics
These values describe the upstream repository, not popularity or likes for an individual skill or playbook.
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License: Apache-2.0
Main topic
Turn ecommerce campaign materials into a reviewable weekly brief