AI can prepare the weekly report without hiding the numbers behind a summary.

A weekly report needs a stable definition of the week.

Revenue booked at 09:00 Monday and revenue booked at 17:00 Monday can produce different “weekly” numbers. The same ambiguity appears in pipeline stages, active users, support volume, and campaign spend.

Before asking Strawberry to compile the report, define the date range, metric formula, source of truth, and inclusion rule for each line. The agent can then collect exactly the data you mean rather than producing a neat-looking mismatch.

The change matters more than the number alone.

“Trials were up 18%” is not a useful report if no one knows whether the lift came from paid traffic, a partner launch, an instrumentation change, or a one-off import. The work is finding the explanation that deserves attention.

Strawberry can compare the current values with the prior period, inspect the relevant campaign, product, or pipeline context, and prepare hypotheses with the evidence available. It should label a hypothesis as a hypothesis when the sources do not settle the cause.

A report earns its place when it produces an action.

A slide deck that ends with “monitor closely” leaves the same question for next week.

A useful operating report names the decision, the owner, and the date by which someone will know whether the response worked.

A companion can turn the agreed findings into a short actions section, cross-checking the relevant owners and open work in the context you provide. It can prepare task drafts, but the reporting lead should confirm the owner and priority before changing anyone's queue.

Automate collection, not accountability.

A scheduled report can save the Friday scramble, but it cannot be the owner of the forecast or the explanation for a missed target. The person closest to the business still needs to see the raw inputs and challenge the story.

Save the metric map as a weekly-reporting skill and run a routine before the standing review. Keep publishing, sharing with external stakeholders, and creating commitments for other teams behind the report owner's approval.

Frequently asked questions