Why it matters · Every token counts.
Four seats. Four costs of waiting. One ledger answers them all.
AI spend keeps showing up in meetings nobody scheduled — variance reviews, offboardings, sprint retros, postmortems. Without governance, every meeting is a forensic project. With it, the row is already on the slide.
The cost of waiting — by seat
Four meetings you can rehearse this week. Two outcomes per meeting.
For Finance · The variance review.
The AI line stops being the "Other" row.
Without governance
- ·Blended provider invoices that don't map to projects
- ·Chargeback done quarterly, in spreadsheets, manually
- ·Budget overruns discovered in arrears, not in flight
- ·No forecast — every month is a surprise
With Tokenality
- Live ledger keyed to project, team, and GL code
- Chargeback CSV joins to Workday and Netsuite — no translation
- Spend Tokens block at the threshold, the request never reaches the LLM
- Burn-rate forecast vs. remaining budget, per project
For People / HR · Friday afternoon resignations.
Offboarding becomes a status flip, not a fire drill.
Without governance
- ·Keys held by people who no longer work there
- ·Manual rotation when someone leaves — if anyone remembers
- ·No way to enumerate "who can call Claude right now"
- ·Contractor access that survives the contract by months
With Tokenality
- SSO sub signed into every token — verified offline
- BambooHR / Workday / Rippling ingest live; leaver-feed auto-revoke on the near-term roadmap
- Group-membership-driven project budgets, no tickets
- Offboard audit pack in two clicks, timestamped
For Projects / PMO · Sprint review prep.
Project attribution stops being a project.
Without governance
- ·Eng estimates AI usage by memory
- ·Finance has CSVs with no task IDs
- ·Initiatives end with the budget tagged "Other"
- ·Roadmap reviews skip AI cost questions because nobody can answer them
With Tokenality
- --task / --memo / --url ride every commit row
- Filter by Jira / Linear / Asana / Notion ID — in seconds
- Initiative-level rollups joinable to your roadmap tool
- PR links on every row — the join works in the meeting
For Security · The leaked-key Saturday.
The leak stays a digest, not an incident.
Without governance
- ·Each team picks their own provider, their own SDK
- ·PII protection lives in app code — bypassable in one line
- ·Leaked keys without scope, expiry, or budget
- ·Application logs that can be modified — not audit evidence
With Tokenality
- Budget cap signed into the token envelope — 402 on exhaustion
- 12 PII detectors at the gateway — fail-closed by default
- Append-only audit at the SQL role — UPDATE/DELETE revoked
- Deploy-time invariant check — drift fails the rollout
3–5×
annual AI spend growth, typical mid-market organisation
<24h
from key exposure to invoice overrun in 2025 incidents
4
stakeholders who each ask a different question of the same row
30 min
to deploy the gateway — answer ready before the next meeting
The next AI meeting is on the calendar already.
30 minutes to deploy. The row is ready before the meeting starts.