Turning scattered borrower information into reliable credit monitoring

A private credit fund monitoring a portfolio of middle-market loans faced a recurring challenge: the information needed to monitor its borrowers was scattered across financial statements, credit agreements, amendments, and historical reports.

Each reporting cycle, analysts had to locate documents, reconcile figures, update Excel models, and calculate covenant compliance before they could assess borrower performance.

The fund had the information it needed. Making that information usable consumed much of the effort that could otherwise go toward credit analysis.

The challenge: Too much preparation, not enough monitoring

Each borrower submitted financial reports in different formats, with covenant requirements defined by its own credit agreement.

Analysts maintained separate Excel templates to track performance and compliance. Amendments required manual updates to calculations, while financial restatements could overwrite historical figures without preserving a clear record of what changed.

The process was repetitive and difficult to standardize. When principals questioned a figure, analysts often had to return to the original documents to verify it.

As a result, substantial analyst effort went into assembling and validating borrower information rather than investigating financial deterioration, covenant risks, and other issues requiring credit judgment.

The solution: One structured, source-backed borrower record

To free that time for credit judgment, 100xPartners worked with the fund to put Credit Monitoring in place, a workflow that builds a structured record for each borrower directly from its source documents and keeps it current as new reporting arrives.

Each reporting cycle, the workflow carries out four connected steps:

• Extracting financial information from reporting packages into standardized statements.
• Applying credit agreement definitions to independently calculate covenant compliance.
• Tracking amendments, restatements, and changes between reporting periods.
• Producing monitoring workbooks and memos with figures traceable to their source documents.

Instead of maintaining disconnected spreadsheets, analysts work from a consistent borrower record that can be updated and reused each reporting cycle.

The outcome: More capacity for credit analysis

With financial information assembled and calculations prepared for verification, analysts can focus their attention on discrepancies, changes in borrower performance, and emerging credit risks.

Principals receive more consistent monitoring information, with supporting evidence available when a figure requires further investigation.

The fundamental change is how analyst time is spent: less effort reconstructing information that already exists, and more capacity to evaluate what that information means for the portfolio.