Underwriting Agents
Agentic loan processing · Kalinaw Bank
Days to hours, underwriter in control

Five agents work one SME loan file. A person decides.

Tierra Dulce Food Products, Inc. applies for ₱18,000,000. 10 files arrive; two checklist items are missing. A coordinator hands the case between Intake, Document, Analysis, Policy check and Memo agents through a shared case file, each on its own model through one Mesh endpoint. Code checks what models write, and the memo stops at Marco Ilagan's gate with an evidence link on every figure.

About two to three minutes of agent time, plus your clicks for the borrower and the decision. Fictional bank, borrower and documents.
Coordinator
Chooses the next agent through a Mesh tool call; code allows only legal moves
Idle
Case opened
  1. Intake
    Completes the file
    Idleopenai/gpt-4.1-mini
    1. Get a complete file: classify every file against the SME checklist, chase what is missing, re-check each reply.
    No steps yet
  2. Document
    Reads every page
    Idleopenai/gpt-4.1-mini
    1. Extract every field the credit file needs, each with the quote and page it came from.
    No steps yet
  3. Analysis
    Spreads the numbers
    Idlegoogle/gemini-2.5-flash
    1. Spread the financials and compute the ratios on audited and tax-return figures, then explain them.
    No steps yet
  4. Policy check
    Tests the rules
    Idleopenai/gpt-4.1
    1. Test the application against the lending rules: deterministic checks in code, judgement items against the credit policy manual.
    No steps yet
  5. Memo
    Drafts for approval
    Idleanthropic/claude-sonnet-4.5
    1. Write the credit memo with a recommendation, every figure and finding linked to its evidence, for a person to decide.
    No steps yet
No files yet
Start the case: ten files arrive by email and one phone photo. The Intake agent sorts them against the 12-item checklist.