Repetition is where errors creep in. I design workflows that pull from the sources you approve, apply your business rules, and produce the same artefacts each run so you review results instead of redoing mechanics.

Where useful, I align naming and steps with how downstream dashboards or forecasts consume the data, so the chain stays consistent.

What you get: Automated workflows or scripts, run instructions, and enough documentation to adjust thresholds or add a column later.

Who it is for: Finance, operations, or anyone spending hours on recurring exports and manual reconciliation.