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Worked Example, A Client Email, Before & After

Shows the Module 1 method in action: a 15-second brief turning into a clean draft you'd actually send. Illustrative, always review before sending.


The situation

A client's Q3 estimated payment jumped versus last year and they're annoyed. You know why (higher 1099 income, and they stopped their SEP contribution). You need to reply, reassuring, plain, short.

What you type (the 15-second brief)

With your saved house style loaded, you write:

Client upset their Q3 estimate went up vs last year. Reason: higher 1099 income +
they stopped the SEP contribution. Reassure them, explain plainly, offer a 15-min call.
Keep it short.

What comes back (the draft)

Subject: Your Q3 estimate, quick explanation

Hi [Client],

Thanks for flagging this, happy to explain. Your Q3 estimate is higher than last
year for two reasons: your 1099 income is up, and the SEP contribution that lowered
last year's taxable income wasn't made this year. Both are good signs of a stronger
year; they just shift more of the tax into the estimates.

Nothing here is a problem, and there are a couple of options if you'd like to bring
the number down before year-end. Want to grab 15 minutes this week to walk through it?

Best,
[You]

What you do

Read it (5 seconds), confirm the facts are yours, maybe tweak one line, and send. The blank-reply-box stare is gone; you went from a one-line brief to a finished, on-brand email in under a minute.

Note the guardrails in action: you supplied the facts (the AI invented none), the tone matches your firm because of the saved house style, and you are still the author who reviews and sends.


Illustrative example, review every AI-drafted message before sending. See Module 1 for the full method and prompt library.

The AI Lab for Accountants · An educational resource, not legal or tax advice.