Meridian Bank

Retail Lending — Digital Origination

Application LOAN-2026-00137   CREDIT ASSESSMENT

Mohit Karki · customer CUST-10259 · submitted 2026-08-31T15:21:05+00:00 · demonstration path A (Straight-through approval)

$25,000 Requested 60 Months 4 Documents in 0 Outstanding

Assessment

Generated by the workflow. Advisory only — a lending decision remains with authorised credit staff.

35% AI confidence LOW Risk level 782 Bureau score 25.8% Debt to income

The file's central figure — the nature of the recurring 2,650 debit and the applicant's stated zero housing cost — is entirely uncorroborated. Every other number in the file reconciles across independent sources, but the one that drives the DTI outcome does not: there is no mortgage statement, no title/deed evidence, no lender name on the tradeline, and no rent or cost-of-living proxy to test the claim against. The underwriter's own analysis concedes two live readings (secured mortgage vs. something else) and has no evidence favouring either, yet adopts the favourable one as the base case and derives a survivable stress from an invented 2,000 notional housing cost. That is not a stress test, it is a rounding of the unknown in the applicant's favour. A third reading — that the applicant has real housing costs, the 2,650 is unsecured, and "owns outright / pays nothing" is false — is never entertained, and if true it converts an arithmetic gap into a credibility gap that also discounts the 782 and the clean bureau history. Compounding this, the whole capacity and character picture rests on one opaque tradeline sized at 32.5% of net, and the recurrence of both the salary credit and the 2,650 debit is asserted from an undated, possibly single-month statement span that cannot support the 54-month tenure and income-floor claims. This is a material gap, not residual risk: it is checkable and it flips the decision. Decline as presented; the file is not ready to be settled either way, and re-underwriting is warranted once the tradeline is identified and the housing claim documented.

Documents

What we need, and what we have verified so far.

Social Security card — social-security-card.pdf
via email · verified
verified
Latest salary slip — salary-slip-july-2026.pdf
via email · verified
verified
Last 6 months bank statement — bank-statement-feb-jul-2026.pdf
via email · verified
verified
Address proof — address-proof-electricity-bill.pdf
via email · verified
verified

Submit documents

Upload through the portal, or send them to us by email — either channel feeds the same workflow.

Email lands in the bank's Outlook mailbox and is picked up by the ingestion workflow, which has to work out which application it belongs to.

Generated documents

Nothing generated yet.

Messages from Meridian Bank

No messages yet. The workflow writes here when it emails you.

Progress

Every step, as it happened.

  • 2026-08-31T15:28:21+00:00
    Teams Notified
    workflow · Microsoft Teams
    Loan application needs a credit decision
  • 2026-08-31T15:28:21+00:00
    Ai Assessment Generated
    workflow · Azure OpenAI · confidence 35
    APPROVE at 35% (risk LOW)
  • 2026-08-31T15:26:41+00:00
    Credit Bureau Pulled
    workflow · Credit bureau
  • 2026-08-31T15:26:41+00:00
    Decisioning Requested
    workflow · Mantle
    loan-decision -> HTTP 202
  • 2026-08-31T15:26:41+00:00
    Ai Missing Information Assessed
    workflow · Azure OpenAI
  • 2026-08-31T15:26:37+00:00
    Documents Read
    workflow · Claude
    4 document(s) read
  • 2026-08-31T15:26:23+00:00
    Documents Emailed
    customer · Gmail
    4 attachment(s) from message 1a0586d87ee0b922
  • 2026-08-31T15:21:19+00:00
    Correspondence Sent
    workflow · SendGrid
    Meridian Bank - documents needed for your loan application
  • 2026-08-31T15:21:05+00:00
    Initial Validation Completed
    workflow · LOS
    passed
  • 2026-08-31T15:21:05+00:00
    Crm Application Created
    workflow · CRM
  • 2026-08-31T15:21:05+00:00
    Crm Customer Upserted
    workflow · CRM
  • 2026-08-31T15:21:05+00:00
    Application Submitted
    customer · Mantle form
    form submission