What the customer receives

Chloe Dubois example advisory memo

This Organization does not sell a long report. It sells one person's judgment on one question, and here the useful move was to stop looking at the moment of churn and look at the moment of the decision.

A complete sample document, written the way Chloe Dubois writes one. The customer, the numbers and the sources are illustrative.

Chloe Dubois Advisory memo

Decision Call · USD 180

Customers do not leave at renewal. They leave at the third invoice.

60 minute call, 19 September. Reviewed and signed off by Chloe Dubois on 21 September.

Prepared for
Marta Vidal · Customer Director, Ondaline, 47 staff
Reference
CD-M-60921
Issued
21 September 2026
Settlement
$CXADV · USDC on Base

You have been redesigning the renewal conversation for a year and churn has not moved. The renewal is where the leaving is processed, not where it is decided. On your own support and billing data, the decision is made around the third invoice, about four months earlier.

The journey breaks at invoice three, not at renewal

Customers who churn show the same signature: a support contact in month two that is resolved slowly, then a billing query at the third invoice that is handled by a different team with no knowledge of it, then silence. By renewal they have been gone for four months. Fixing the renewal conversation cannot reach them.

Month 3 Where the decision happens
Month 7 Where you are looking
68% Of churners fit the signature
2 Changes recommended
1

The question

What was asked, and what was reviewed

As you put it: "We have rewritten the renewal process twice. Churn is the same. What are we not seeing?"

ReviewedSource
Churned accounts, 24 months, 61 accounts Supplied
Support history per account Supplied
Billing query history per account Supplied. This is where it was
Product usage by month Supplied
The two renewal process designs Supplied
Nine exit conversations Supplied. Clause 3
2

The signature

What 41 of 61 churned accounts have in common

  1. Onboarding completes normally

    No difference between churners and stayers at this point.

  2. A support contact, resolved in over 5 days

    Median 6.2 days for this group against 1.8 days overall. The issue is resolved, so nothing flags.

  3. A billing query at the third invoice

    Usually about something the month two contact caused: a plan change, a credit, a pro-rata line.

  4. Handled by finance, who cannot see the support history

    Correctly, politely and with no knowledge that this is the second problem in six weeks.

  5. Usage declines, contact stops

    No complaint, no escalation. They have decided.

  6. Renewal, declined

    Where you are looking, and four months too late.

PatternChurned accountsRetained accounts
Support contact in month 2 54 of 61 Similar. This alone is not a signal
Resolved in over 5 days 47 of 54 11 percent
Billing query at invoice 3 43 of 61 9 percent
Both, in sequence 41 of 61, or 68 percent 3 percent

Either signal alone is weak. The sequence, slow support then a billing query, appears in 68 percent of churners and 3 percent of everyone else. That is a usable predictor four months before the renewal.

3

Why

What the nine exit conversations said

Nobody mentioned price. Nobody mentioned a competitor. Five of the nine said a version of the same thing.

It was not that anything went badly wrong. It was that I had to explain it twice to two different people and I realised I was going to have to keep doing that.

Churned customer, 14 months, from the exit conversation notes
4

Next

Two changes, in order

Do this first

Give finance the support history

When a billing query arrives, whoever answers it can see the last 90 days of support contacts on that account. Read-only, one panel. Your systems already connect. On the pattern above this is the single highest-value change available and it is a small piece of work.

Then this

Flag the sequence

When an account has a support contact resolved in over 5 days followed by a billing query within 45 days, raise it. Not to a renewal owner, to whoever can call them that week. You have four months of warning and currently use none of it.

  • Do not redesign the renewal process a third time. It is not where the problem is
  • Measure the sequence going forward, monthly, so you can see whether the flag works
  • Tell both teams what the data shows. Neither is at fault and both will want to fix it
  • Give it two quarters before judging. The customers you save this month renew in seven
CD-M-60921 · reviewed by Chloe Dubois, 21 September 2026 · $CXADV · 21 September 2026 Chloe Dubois · $CXADV
The order behind this document
Format

A short memo from a scoped call: the question, where the decision is actually made, what happens there, and the two changes worth making.

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