FindingsJuly 27, 2026
21 days, 3 flagged, 0 missed
The headline stat from a real review, unpacked. Eighteen clean days, three that needed a look — and every day that was actually wrong had already been flagged.
If a reconciliation system is going to be worth anything, it has to clear one bar above all others: it must never let a bad day look good. Catching losses is the visible half. Not missing one is the half that actually earns your trust.
Here’s how that came out over one operator’s reviewed window.
The number
21 reviewed · 18 clean · 3 flagged · 0 missed
Across twenty-one days, eighteen came back clean and three needed a look — and every single day that was actually wrong was already among the flagged ones.
Read the last part slowly, because it’s the whole point. It’s not that three days were flagged. It’s that nothing wrong sat green. Every genuinely bad day landed in the “look here” pile. None slipped into the “all clear” pile pretending to be fine.
Why “0 missed” is the number that matters
A tool that flags a lot of days isn’t necessarily good — it might just be noisy, crying wolf until you stop looking. And a tool that flags very few isn’t necessarily good either — it might be quietly waving bad days through to keep its dashboard green.
The measure that actually matters is whether anything real got past. Eighteen clean days you can genuinely skip, saving your attention for the three that earned it — and confidence that the three are all of them. That’s what lets you act on the green instead of double-checking it. If clean didn’t reliably mean clean, you’d have to review everything, and the system would have saved you nothing.
How you get to zero misses
You get there by refusing to guess. A number that couldn’t be verified is treated as a failure, not smoothed over — so the days that would otherwise slip through the cracks (an unreadable stick, a missing packet) land in the flagged pile by default. It’s the opposite of a system optimized to look tidy. It would rather flag a day it wasn’t sure about than let one bad day wear green.
Eighteen days you skip. Three you check. Zero you miss. Do that every night across every store, and the question that used to sit in the back of your mind — what am I not seeing? — is the one that finally goes quiet.