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Get Started Free →Use when writing an INTERNAL escalation to leadership about a customer account in trouble — leads with account, ARR, and severity, then states what happened, the business impact, the specific ask, and the owner plus next update, one binary claim per line. Do NOT use for a customer-facing status update, a where-to-route decision, or a resolved-incident postmortem.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 418% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 434% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 441% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 431% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 426% | 0% |
The internal writeup a customer-facing team sends up when an account is in trouble and leadership needs to act — approve a credit, pull in an executive, free up engineering, or just know the money at risk. Handed the situation and asked to "escalate this", base models default to a worried email: an apology or backstory paragraph first, the account's dollar value and severity buried or missing, the actual ask softened to "please advise", and no owner or next-update commitment. A leader skimming ten of these needs the opposite — the stakes in the first line, one checkable claim per line, and an ask concrete enough to say yes or no to.
Write it as five labeled blocks, in this fixed order, one binary (verifiable) claim per line.
severity or tier (Sev-1 / P1 / critical / high). This leads. Never open with the story.
confirmed. No apology, no speculation dressed as fact.
a reference, a contractual/SLA breach. Separate from the incident facts.
concrete enough to act on. Not "please advise", not "let me know your thoughts".
or date for the next update.
who stops after line one still knows which account and how much money is at stake.
is $240K, closes in 30 days." Not compound, not hedged into a paragraph.
in, or what resource you need. If the reader cannot act on it in one step, it is too vague.
is upset". Keep it out of the What-Happened facts; it is its own block.
no "next update by" is unfinished. If a value is unknown (exact ARR, dollar impact), write "unknown" — never invent a number.
Situation notes (input): > Our biggest logistics account, ARR around $480K, renewal in about two months. Their production > integration has been down since yesterday afternoon — our webhook change broke their order sync. > Eng confirmed it's our regression. The customer's ops lead is furious and mentioned they have a > board review Friday. I think we need an exec to call their VP and probably a service credit. > I'm coordinating with eng on the fix.
BEFORE (base default — apology first, ARR buried, vague ask, no owner/next-update): > Wanted to flag a tough situation. I'm really sorry to be raising this — our biggest logistics > customer has had their integration down since yesterday because of a change on our side, and > they're quite upset, especially with a board review coming up. Renewal is coming and it's a big > account. Please advise on how you'd like to handle this. Let me know your thoughts.
AFTER (this format): > Account & Severity — Logistics account (largest), ARR $480K, renewal in ~60 days. Sev-1. > > What Happened > - Their production order-sync integration has been down since yesterday afternoon. > - Root cause is our webhook change; engineering has confirmed it is our regression. > - Customer's ops lead has a board review this Friday. > > Business Impact > - $480K renewal (60 days out) is now at risk. > - Outage lands directly before their board review, raising executive visibility. > > The Ask > - Approve a service credit for the outage (proposing one month). > - Have an exec call their VP today to get ahead of the board review. > > Owner & Next Update — Owner: me (account), with Eng lead on the fix. Next update by 5pm today.
facts (champion left, threatening to churn); severity is your judgment (high/critical).
guessing. The blank is honest; a made-up figure is the failure.
it is a postmortem or an FYI. Do not force it into this form.
worried paragraph is the exact default this format replaces.
them into one sentence.
Other measured skills in the registry, with their headline benchmark lift.