PRIVATE CREDIT · ONE RL ENVIRONMENT
A plausible memo.
A defensible decision?
Follow an agent’s attempt, inspect the senior correction, then see exactly why the grade changes.
Scripted replay: not a live model run.
Fictional documents and tool results. Scores come from the implemented grader.
Open the complete credit review demo
What you’re looking at
An AI agent gets five fictional documents, tools to read and calculate, and one task: underwrite this loan. Explore its work in three short chapters, or take the agent’s seat yourself.
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01 / AGENT ATTEMPT
The numbers work.
The reasoning misses the risks.
Read at your own pace, or play the seven-step trace.
Inspect raw tool calls
02 / SENIOR CORRECTION
Same borrower.
A different credit decision.
Illustrated senior correction · authored reference
The senior removes unsupported earnings and turns two findings into lending conditions. Compare the memos, then open the evidence behind each change.
03 / GRADING
Correct math is only
the first check.
Both submitted memos go through the same grader. Each row shows what it checks, the result for each memo, and the evidence behind that result.
These scores describe two scripted memos on one authored case. They do not measure model performance, training gains, or independently calibrated expert judgment.
- 01 Inspect the data room
- 02 Build your memo
- 03 Examine the grade
SOURCE DOCUMENT
Transaction overview
Make the call.
Start with management’s assumptions. Change your memo as you inspect the documents.
Use the supplied fictional case only. This demo accepts structured choices, not borrower documents.
The reference is scripted. It is not a model result or an expert certification.
Inspect the structured memo
INDEPENDENT GRADING
What did the memo get right?
These are deterministic checks on one public authored development case. They do not measure model performance, training gains, or calibrated professional credit judgment.
THE INTENDED SOURCE-INFORMED WORKFLOW
Where this comes from
in production.
A real agent makes a mistake, a senior corrects it, and Loomwell rebuilds the lesson in a fictional world. That is the intended production workflow, subject to source permission, review, and agreed use.
This demo’s traps are authored to show the format. They do not come from a supplier’s production record. Source-informed releases and independent expert calibration remain to be demonstrated.
FROM A DEMO TO YOUR EVALUATION
Which finance decision
does your agent miss?
Discuss your task, tool interface, grading requirements, and missing coverage. A useful pilot starts with a specific gap.