Case study · Private credit monitoring

Covenant monitoring that runs itself.

An Australian private credit lender replaced manual covenant testing with Neo. Borrower packs now arrive, get extracted and tested automatically, and land in front of an analyst for sign-off. 93% of the manual monitoring work is gone.

ClientAustralian private credit lender
Asset classPrivate credit, multi-sector
ModulesPrivate credit, reporting
Time to live6 weeks
93%
of manual monitoring work removed
6 weeks
from kick-off to live, end to end
Same day
covenants tested when the pack arrives
100%
of figures linked back to the source page
The challenge

Every cycle started from a blank spreadsheet.

The credit team knew their borrowers well. The problem was the hours spent getting numbers out of documents before any judgement could happen.

01

Packs in every format

Borrowers sent management accounts and compliance certificates as PDFs, spreadsheets and email bodies, each in their own layout.

02

Keyed in by hand

Analysts re-typed each borrower's financials into spreadsheets every quarter. Slow, error-prone, and fragile whenever a format changed.

03

Covenants tested manually

ICR, LVR and DSCR calculations were rebuilt per loan, with facility terms looked up from agreements each time.

04

No time for trends

Most of the cycle went on data handling, leaving little time to watch headroom trends or spot a borrower drifting.

05

Knowledge in people's heads

How each loan was spread and tested lived with whoever owned it, and was at risk whenever someone left.

What we put in place

One pipeline from inbox to sign-off.

Borrowers kept sending exactly what they sent before. Packs are forwarded to a dedicated inbox, and Neo takes it from there: extracting, spreading, testing every covenant against the facility terms, and preparing the monitoring report for an analyst to approve.

Everything is stored in a warehouse in the lender's own environment, with every figure linked back to the page it came from.

Rollout

Live in six weeks, tested on the past first.

Built on real packs

Neo was set up on the lender's own historic borrower packs from week one, not sample data.

Tested against past quarters

Results were checked against covenant tests the team had already done by hand before going live.

No change for borrowers

Borrowers kept their formats and their email habits. The only change was where the pack was forwarded.

Every loan, one process

Every loan in the book runs through the same pipeline, each with its own facility terms.

Team trained to sign off

The credit team was trained to review, correct and approve each run.

Owned by the lender

The warehouse and audit history sit in the lender's environment.

Results

Before and after, per reporting cycle.

MeasureBeforeWith Neo
Data entryKeyed by handExtracted automatically
Manual monitoring work100%7%
Covenant testsBy hand, per loanAutomatic on arrival
Source of each figureAnalyst's spreadsheetLinked to page
Analyst focusBuilding spreadsheetsReviewing risk
Time to live–6 weeks
Notes
  • 93% is the share of manual monitoring work the credit team no longer does by hand each cycle.
  • Client name and portfolio details are withheld for confidentiality.
  • We are happy to walk through the build in a demo.
See it on your portfolio

Bring last quarter's statements. Leave with one view.

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