Credit Agent

Credit Memo Creation

First-draft credit memo narratives ready for underwriter review, not underwriter rewrite.

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Where it Helps

The Credit Memo Creation agent auto-generates structured, compliant memo narratives for approved and conditionally approved loan applications. It assembles data from the Spreading, Financial Insight, and Explainability agents and applies the lender's own template to produce a coherent first draft. Sections generate independently so compliance language stays deterministic and borrower PII never reaches the model. The agent drafts only, it never makes or alters a credit decision, the underwriter reviews, edits, and owns the final memo.

Key Capabilities

Section-by-Section Generation

Borrower overview, financial analysis, risk factors, strengths, conditions, and compliance drafted independently.

Deterministic Compliance Insertions

Required regulatory language is injected as fixed text, never LLM-generated, eliminating compliance drift.

PII Redaction at the Model Boundary

Borrower name, SSN, DOB, and address are swapped for placeholders before any prompt reaches the LLM.

Committee-Ready Covenant Proposals

Baseline DSCR floor, leverage cap, and reporting covenants generated for commercial templates.

Per-Lender Template Customization

Section ordering, tone, and style configured to match each lender's voice.

Change Tracking

Every AI-generated section is distinguished from underwriter edits for audit purposes.

Per-Section Regeneration

Underwriters can regenerate a single section without disturbing the rest of the memo.

Multi-Format Export

PDF, Word, and JSON outputs support loan origination system integration.

How it Works

Underwriter Approves or Conditionally Approves

The agent triggers once a lending decision has already been made.

Agent Assembles Source Data

Pulls spread output, financial insights, decision trace, and the lender's memo template.

Sections Generate in Parallel

Each section drafts independently, with compliance language and covenants inserted where applicable.

Underwriter Reviews and Approves

The underwriter edits inline, regenerates sections as needed, then finalizes an immutable memo.

Popular Use Cases

SMB Term Lending

Financial analysis and risk-versus-strength balancing drafted directly from spread and financial insight data.

SBA and CRE Underwriting

Covenant proposals surfaced alongside the narrative for committee review, not buried in prose.

Partner/Syndication Reporting

Consistent, compliant memo structure shared externally without manual reformatting.

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Related Agents

Credit Memo Creation

First-draft credit memo narratives ready for underwriter review, not underwriter rewrite.

Credit Drift Detection

Detects input and model drift in decision flows before it moves approval rates or losses.

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