Timesheet intelligence

Time data is where billing errors start. Not from dishonesty — from gaps. A project entry that doesn't match the engagement it's filed under. A week where someone's hours don't add up. A pattern that looks fine until the invoice goes out and a client questions it.

This tool detects those problems before they become billing problems. It runs against live time data, surfaces anomalies by pattern rather than by rule, and flags the entries that need a human eye before anything downstream is touched.

It's been running in a real business since 2024. The original insight was simple: the errors that cost the most are the ones nobody is looking for.