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Measure this before you automate: compared with what?

Anyone approving an automation who wants to defend the result later.

One-page sheet 10 min to use From video 16 · El costo real de la IA Updated 2026-10-19
Vic Sol · Decision DeskOne-page sheet · 10 min to use

Measure this before you automate: compared with what?

For anyone approving an automation who wants to defend the result a month later, with the "before" picture in hand.

When to use it

  • The demo says the AI saves time and nobody has the figure for how long the process takes today.
  • You are about to approve a pilot and want to know, in a month, whether it saved work or just moved it.
  • A vendor is already reporting "savings" and you have nothing to argue with.

The sheet

The "before" picture. Taking it costs a week, not a project. Fill it before automating and fill it again one month later, with the same numbers.

#NumberBefore (date: ____)After, one month (date: ____)How to take it
1Volume____ per week____ per weekHow many requests, documents or cases come in.
2Time per unit, end to end________From the moment the request comes in until someone closes it. Time five real cases.
3Error rate____ %____ %Cases returned or disputed over the total.
4Rework____ times____ timesHow many times the same document gets corrected. Ask the person who does it, not the system.
5Review time____ per unit____ per unitThe one nobody measures: how long goes into reviewing what came out, before and after the AI.

Illustrative example: service quote · before: 20 per week, 3 days, 10%, 2 corrections, 15 minutes of review · after: 20, 1 day, 8%, 1 correction, 40 minutes of review.

Process: ____________ · Who does it today: ____________ · Who takes the "after" picture: ____________

How to fill it in 10 minutes

  1. Pick a single process, the one about to be automated. Do not measure the whole department.
  2. Fill volume from the system and the other four numbers from the person who does the work. The system does not know how many times a document was corrected.
  3. Write down the date of the "before" picture and book the "after" one for a month later, with a name attached.
  4. Leave row 5 for last and give it twice the time. It is the one that stays empty.
  5. The most common mistake: measuring only the time to do and forgetting the time to review. AI tends to move work from doing to reviewing; without measuring review, the savings get inflated.

The line that is almost always missing

Review time after the AI. In the illustrative example above, the process dropped from three days to one, and review rose from fifteen to forty minutes per unit. Without row 5, the report says "we saved two days". With row 5, the right question shows up on its own: how much of that saving went into reviewing? With the full "before" picture, the vendor no longer wins the argument for lack of data.


Vic Sol · Decision Desk · vicsol.org/resources/ · Free to use with attribution. This sheet structures a conversation; it is not legal, financial or audit advice.

  1. Open the .docx in Word (or the .xlsx in Excel) or print it before the meeting.
  2. Fill the fields with the team; leave the blanks visible, they are the discussion.
  3. Close with one owner, one date and one next action. Nothing else.

Prompt

Generate this sheet for your case

Paste this prompt into ChatGPT, Claude or Gemini together with your proposal, process or policy. It reproduces the sheet with your data and flags what is missing.

Download the prompt (.md)
Act as an operations manager with 15 years of experience measuring processes who approves no automation without the "before" picture, and who knows that AI tends to move work from doing to reviewing.

Context I am giving you:
- Company and area: [e.g. insurance company, underwriting team]
- Process to be automated, end to end: [from the moment the request comes in until someone closes it]
- Who does the process today and who would review it after the AI: [ ]
- Data I already have (volume, times, errors), if any: [ ]
- What the tool or vendor promises: [ ]

What I need: build the baseline sheet with exactly these five numbers, in this order:
1. Volume per week.
2. Time per unit, end to end.
3. Error rate.
4. Rework: how many times the same document gets corrected.
5. Review time per unit, before and after the AI.

For each number tell me how to take it within a week, who to ask (person or system) and which measurement error is most likely.

Output format: a table with the columns Number · Before · After (one month) · How to take it · Who to ask, followed by one line with the suggested date for the "after" picture and who takes it. Maximum 350 words. No introduction.

Rules:
- Do not invent figures. Where I do not have the data, write [DATA PENDING] and tell me how to get it within a week.
- If you use a numeric example, label it "illustrative".
- Flag every assumption as an assumption.
- Never assume review time goes down with AI; treat it as the number that has to be measured.
- If critical information is missing, ask me at most 3 questions before answering.
- Answer in plain, direct business English, with no sales adjectives.

What to check in the answer:

  • Does the review-time row have a method to measure it before and after, or was it left as "estimated"?
  • Is rework asked of the person who does the work, or of the system?
  • Is there a date and a name for the "after" picture, or did it stay a good intention?

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