Close view of a calculator, printed figures, and a pen on a desk

Short reading

Usage window briefing

A focused sitting with one billing period — a campaign week, a model swap, or a month that jumped — so you can explain that window to finance.

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Who it is for

Teams who already know the application is expensive and need a reading of one specific week or month, not a full ninety-day review.

What you leave with

A short briefing note that names what changed in that window: new traffic, a longer context, a forgotten replica, or a training job that leaked into the inference bill.

Scope

One billing period of up to thirty-one days, one application.

Duration
Usually eight to ten working days from a complete pack.
Where
Video by default; a KL sitting if you prefer to spread invoices on the table.
Fee basis
From RM 4,800 per window.
Who leads
Priya Nair writes the briefing. Farah joins if the window includes a training run mixed with inference.

Included

  • One ninety-minute working session
  • A two-to-four page briefing note
  • A list of questions finance is likely to ask about that window

Not included

  • A full ninety-day cost review
  • Allocation across more than one product team

How the sitting runs

  1. Name the window

    You pick the dates and send the invoice plus any usage extract for those days.

  2. Session

    We read the period together and mark the lines that moved.

  3. Note

    You receive the briefing note within five working days.

Preparation

The invoice for that period, a sentence on what you think happened, and anyone who ran a campaign or a model change in those dates.

Limits we keep

We will not stretch a window briefing into a full review without a new fee. If the period is messy enough to need ninety days of context, we will say so and point you to the compute cost review.

Next step

Send the dates and the invoice. We confirm whether a window briefing is the right sitting.

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