RedHub AI
How the roll-up gate works
How the Workslop Cost & Verification-Tax Calculator works
This tool grades each team's AI-workslop verification cost per head, rolled up worst-not-average. It reads 6 teams and rolls them into one verdict — the worst, never the average — then a gate that can only make it worse.
The 6 teams
The org verdict is the worst team's severity, never the average — one leaking team makes the whole org read SOME LEAKING even if the mean cost-per-head looks fine. A big low-cost team can't dilute a small team that's bleeding per person. The verdict is cost per head, not the raw total.
Why: Six teams costed from their own inputs. Three are CONTAINED (Finance, Sales, Ops all under $50/head) and three are LEAKING (Marketing $120, Engineering $107, Customer Success $77 per head). No team is epidemic, but the org rollup takes the worst team, not the average — so the org reads SOME LEAKING, driven by Marketing at $120/head.
No single team is the crisis — the clustering is. The roll-up takes the worst, the gate escalates when trouble compounds, and it names the one thing to fix first. A planning estimate from your own numbers — not accounting, tax, or financial advice, and it connects to nothing. It sizes a workflow problem across a team; it never scores, ranks, or names an individual.