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Governing agentic GTM
ReadLesson 6 of 7Prove it

Proving a number you reported

Interrogate an analyst answer the way governance requires — checking the evidence and the question, not just the conclusion.

12 minAdvanced
Part 1 of 2

Why a governance track teaches reading

Governance is the ability to show what happened and why, which agents did what, on what data, and where a human approved it. That is an evidentiary standard, and it applies to your own reporting as much as to the agents. A governance lead who reports a number they cannot trace has failed at exactly the thing the role exists to do.

This guide is about interrogating an answer properly: reading the evidence and sources behind it, checking the period it covers, and noticing where it is precise versus where it is hedging. Those habits are what let you stand behind a figure when someone asks where it came from.

Part 2 of 2

Check the question before the conclusion

The most common error in reading these answers is subtle: the answer is entirely correct, for a question slightly different from the one the reader had in mind. A figure covering closed-won opportunities read as though it covered all opportunities, a period that runs to last week read as though it ran to yesterday.

Read the question as stated before reading the conclusion. It costs a few seconds and it eliminates most of the ways a correct answer becomes a wrong decision. It matters more here than anywhere, because the next lesson has you build an ongoing measurement practice on top of these answers, and a misread question at the start propagates into every subsequent report.

  • Read the question as stated, before the conclusion
  • Check the period and the population the answer covers
  • Note where the answer hedges — that is where the evidence is thin
  • If you cannot trace a number to a source, do not report it
The evidence and sources behind a RevTech analyst answer.
The evidence behind an answer: the underlying records and sources, so the conclusion can be checked rather than trusted. Screenshot of the RevTech application; sample data.
The sources behind an answer. Being able to point at these is what separates a number you can stand behind from one you are repeating.

Now read the guide

Reading an analyst answer properly

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 does a governance track teach reading an answer?

Governance is an evidentiary standard, and it applies to your own reporting too. Reporting a number you cannot trace is failing at the thing the role exists to do.

Covered in full: Reading an analyst answer properly

What is the most common way a correct answer becomes a wrong decision?

Reading it as the answer to a slightly different question: a figure covering closed-won read as covering all opportunities, or a period running to last week read as running to yesterday. Read the question as stated before the conclusion.

What to take away

  • A governance track teaches reading because a standard nobody can trace is a standard nobody trusts.
  • Read it for the check, then decide which of your recurring reports you could actually defend.

Teach this lesson

The argument in 4 slides, for presenting it to your team
Slide 1 of 4

You will be asked to prove things

Governance means being able to show how a conclusion was reached. That starts with being able to read one properly yourself.

Slide 2 of 4

What to look for

  • The sources behind the answer, and their period
  • What the question actually asked, versus what you assumed
  • Where the answer is precise and where it is hedged
Slide 3 of 4

Check the question before the answer

Most wrong readings are correct answers to a slightly different question than the one the reader had in mind.

Slide 4 of 4

You will cite these numbers

The next lesson has you build a measurement habit on this material. A number you cannot trace is a number you should not report.

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