It's 2AM. Do you know where your tokens are?
ProxDeck traces every LLM token to the person, PR and feature that spent it.
Only 8%
of workplace AI users say their organization has a standard for the time AI saves.
AI is everywhere in most companies except the P&L.
Oliver Wyman Forum (opens in a new tab) · Oct 2026
78%
of workers whose employer provides an AI tool use it for personal tasks.
62% of them do it during work hours.
PYMNTS Intelligence (opens in a new tab) · Jun 2026
60%
of finance leaders say they spend more on AI than they can justify.
CloudZero (opens in a new tab) · Jun 2026
13.3%
of classified enterprise AI minutes are personal use.
Nearly half of that personal use is on enterprise plans.
Harmonic Security (opens in a new tab) · May 2026
Same product. Different conversation.
Developers want to start fast, reach any model, and keep a plugin that stays out of the way. Managers need budgets, audit, and Model Lock. Same product, so pick the path that matches how you work.
Dev lead. Management approved.
One install and a GitHub sign-in, then ship. Pick from every major model, swap mid-sprint when a better checkpoint lands, and keep the tools you already use.
Go to developersManagersKnow what the tokens bought.
See whether the tokens reached the projects they were meant to fund. Feature Costing is the system of record, with policies, vaulted keys, audit trails and Model Lock keeping spend forecastable without slowing the team.
Go to managersGateways move tokens.
ProxDeck prices features, and locks the models that can build them.
Feature Costing
Tokens become dollars per PR and per feature. The system of record for sizing, velocity and burn-down.
Vault & Model Lock
Keys never live in the IDE. Leadership pins which models can touch a branch, feature or PR.
OpenAI-compatible router
Hard budgets and granular attribution in the gateway, so governance sits in the request path rather than in a ticket queue.
Ready when your team is.
Start free for small teams, or book a walkthrough if you need the controls in place from day one.
BYOKNo token markupCancel anytime