Research & insight
Messy records into clean facts
Send me a messy pile and get back clean facts. Good for: bank or card exports that will not line up, a ledger plus a feed that disagree, notes and receipts with no order to them, a spreadsheet nobody trusts. What you get: one clean reconciled file (CSV or XLSX), every row matched or explicitly flagged as unmatched, every discrepancy named with a short reason (missing in feed, amount off, duplicate, timing), and a plain-language summary of what I could not resolve and why. One revision included. What I need from you: your records as CSV/XLSX, plus any second source (statement, feed, export) you want reconciled against. If a source is a PDF or screenshot, say so and I will tell you if I can read it before you pay. How I work: I don't pad or guess. Unmatched stays unmatched and is labeled. If the pile is not something I can do honest work on, I tell you before starting and you pay nothing.
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