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Finance Credit

Credit underwriting, PD estimation and covenant analysis.

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§ 01Summary

Credit underwriting adapter. Runs PD estimation on live financials, scores cash-flow sufficiency, analyzes covenant risk, benchmarks against industry peers and produces the numbers an analyst can defend to committee — every figure footnoted to source.

§ 02Capabilities

What it does out of the box.

  • Credit risk assessment
  • Loan underwriting
  • Probability of default (PD) estimation
  • Cash flow sufficiency scoring
  • Covenant risk analysis
  • Industry benchmark comparison
§ 03I / O Contract

What you send, what you get back.

Field-level schemas and versioning available under NDA.

Inputs
  • Financial statements (audited + management)
  • Debt schedule + covenants
  • Industry code + revenue band
Outputs
  • pd_curve[] (12/36/60m)
  • sufficiency_score (0–100)
  • covenant_headroom_pct + trip_probability
  • peer_benchmarks[]
// SAMPLE REQUEST
{
  "entity_id": "e_...",
  "statements_ref": "s_2025Q4_audited",
  "covenants": [
    {
      "name": "DSCR_min",
      "threshold": 1.25
    }
  ]
}
// SAMPLE RESPONSE
{
  "pd_12m": 0.041,
  "pd_36m": 0.098,
  "sufficiency_score": 68,
  "covenant_headroom_pct": 0.14,
  "trip_probability_12m": 0.08,
  "peer_benchmarks": [
    {
      "metric": "ebitda_margin",
      "entity": 0.148,
      "peer_median": 0.121
    }
  ]
}
§ 04Use Cases

Where partners are deploying it.

  • Community + regional bank commercial lending
  • SBA 7(a) and 504 originators
  • Private credit fund underwriting
// WHEN YOU'RE READY

Single-adapter licence unlocks Finance Credit for one product. Vertical bundles and full-portfolio access are documented on the Partners page.