§ Platform - Examiner Defense

Built so an exam is not a fire drill.

CORE is designed around the moment after the memo is written: when someone asks where the number, claim, policy interpretation, or analyst decision came from.

Audit trail

Source span, decision, and event log stay connected.

Every accepted model output, analyst edit, file action, and source-backed claim should leave a trace that can be replayed without rebuilding the file by hand.

Redacted audit log surface

§ Audit Controls

The record should answer the question without reconstruction.

01

Claim lineage

Memo claims point back to accepted facts, documents, regulations, or controlled system records.

02

Decision ownership

CORE separates generated recommendations from the human decision that accepted or changed them.

03

Replayable history

Event history lets the team answer who did what, when, and against which source.

§ Fit

Examiner defense across the borrower file

This is a cross-product audit capability, not a separate product: the file should answer an examination or diligence question from the work already recorded.

01

Event-level audit history

02

Source-cited memo claims

03

Accepted, edited, and rejected AI output records

04

Document and entity lineage

05

Filtered export for internal or external review

§ Path

The replay path

01

Ask the question

Where did this claim, figure, or conclusion come from?

02

Open the source

CORE resolves the claim to a document span, fact, rule chunk, or event.

03

Review the action

See whether the analyst accepted, edited, rejected, or superseded the signal.

04

Export the record

Package the evidence trail for internal review or examination support.

§ In Depth

An examination is a retrieval problem. Most credit stacks fail it.

The question is never whether the decision was made — it is whether you can show how

Years after a loan closes, someone asks where a number came from, why an exception was granted, or what the analyst saw before signing off. In a typical stack the answer is scattered across email threads, workbook versions, and memories of people who may have left. The reconstruction takes days and still reads like an apology.

CORE is built so the file answers the question from work already recorded: memo claims resolve to accepted facts, documents, regulations, or controlled system records; analyst decisions are logged separately from model proposals; and event history shows who did what, when, against which source.

Replay, not reconstruction

Because policy is bound to the deal as a versioned snapshot and every generation run is frozen with its inputs, the file can be replayed as it stood at decision time — not re-argued from today's data. That distinction is what turns an examination finding into a five-minute lookup.

Examiners are one audience of four

The same replay serves credit committee challenges, investor and LP diligence, and ordinary internal credit review. Any audience with the standing to ask "prove it" gets the same answer: the recorded trail, not a reconstruction.

§ Next Step

Bring the examination question you least want to answer manually.

That is the right demo path for CORE.