Reconciliation $410K Variance explained
Two reports, one number, and a $410K gap
Finance and operations reported different revenue for the same month, every month. Nobody could say which was wrong.
Reports that agree. Data that moves on its own.
Data work for production, supply chain and logistics teams: reconciling reports, automating the manual ones, and bridging systems that were never connected.
What I do
01
Report review
Unravelling the spreadsheet nobody wants to touch: where each number comes from, which formulas are quietly wrong, and why it doesn't match the other report.
What this looks like → 02Reporting automation
The report that takes someone four hours every Monday, rebuilt so it is finished before they arrive.
What this looks like → 03Data between systems
ETL without the capital project. Getting data from one place to another without a printer and a pair of hands in the middle.
What this looks like → 04AI readiness
You are probably not as ready as your boss thinks you are. An honest look at whether your data can carry what has been promised, and what to fix first.
What this looks like →Selected work
All 4 → Reporting automation 4h Returned each week
The Monday report that used to take four hours
One analyst spent every Monday morning rebuilding the same workbook by hand. It now lands at 6am, finished.
Recent writing
All 3 →Why your two reports disagree
Almost never a bug. Usually two reasonable definitions written years apart, by people who have since left.
6 min readAutomate the report, not the judgement
The four hours are worth reclaiming. The paragraph of commentary at the top is not the part to replace.
5 min read