Pain addressed: reporting week burns hours copying, reconciling, and hoping nobody fat-fingers a formula.

What you receive: automation that follows sources and transforms you approve, run instructions, and artefacts you can compare from one period to the next.

In scope: one bounded reporting loop (inputs, transformations, outputs) with observable logs or checkpoints you agree to.

Out of scope: unauthorised scraping, shared credentials handled outside your policy, stealth third-party tenancy work, or “fix our entire Finance stack” mandates without phased acceptance.

Outcome: predictable reporting cycles reviewers can supervise instead of reinvent. Dashboard packages are often phased next when KPI surfaces need tightening alongside automation.