Slide 1 of 4
Every hygiene campaign works, briefly
Then it regresses, because a campaign fixes the records and changes nothing about what produced them.
Governing agentic GTM
ReadLesson 3 of 7Set the standard
Pipeline hygiene as a system
See why hygiene campaigns regress and what makes the difference between a cleanup and a standard that holds.
12 minAdvanced
In this lesson — 2 parts
Part 1 of 2
Where this sits in the track
You have written rules. This guide is the argument for treating them as a permanent standard rather than the tooling for a cleanup. It sits after the authoring lesson on purpose: the case is far more concrete once you have five specific rules in mind.
The central observation is that hygiene campaigns always work and always regress. That pattern is not a failure of discipline in your team; it is structural. A campaign fixes the records that exist and changes nothing about the process that produced them, so the population of bad records begins rebuilding the day the campaign ends.
Part 2 of 2
Read for the change in measurement
The part to carry into the rest of the track is what continuous enforcement does to the measure. A campaign is judged by records fixed, which is a count that feels like progress and tells you nothing about whether the underlying rate has changed. A standing system is judged by whether the backlog trends down, whether new breaches are arriving more slowly than existing ones are cleared.
That distinction is the foundation of the final module of this track, which is about measuring backlog rather than breach count. Reading it here, attached to a concrete argument about hygiene, makes the later lesson considerably less abstract.
- A campaign fixes records; a system changes the rate at which bad records appear
- Regression after a cleanup is structural, not a discipline failure
- The measure shifts from records fixed to whether the backlog trends down
Now read the guide
Pipeline hygiene as a system, not a campaign
This lesson is the orientation. The material itself lives on its own page, kept in one place so it stays current everywhere it is referenced.
Key questions
You should be able to answer each of these from memory before opening it. Recalling the answer is what makes it stick; recognizing it when you read it does not.
Why do hygiene campaigns always regress?
A campaign fixes the records that exist and changes nothing about the process producing them, so the population of bad records starts rebuilding the day it ends. That is structural, not a discipline failure.
How does the measure change between a campaign and a standing system?
A campaign is judged on records fixed. A system is judged on whether the backlog trends down, which is whether new breaches arrive more slowly than existing ones are cleared.
What to take away
- Read it for the change in what gets measured. That is the part that has to survive into your own reporting.
- By the end, be able to name which fields in your process deserve a rule.
Teach this lesson
The argument in 4 slides, for presenting it to your team
Slide 2 of 4
What to look for
- Why the regression is structural rather than a discipline problem
- What continuous enforcement changes about the incentive
- Why the measure is the trend, not the count
Slide 3 of 4
This is what your five rules are for
You have just authored the mechanism. This lesson is the argument for why it is a standing system and not a quarterly push.
Slide 4 of 4
The metric changes too
A campaign is judged on records fixed. A system is judged on whether the backlog trends down. The final module builds on this.
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