No more mystery spend
Every token maps to a team, an agent, and an outcome - before the bill arrives.
Use caseFinance · Ops · Compliance
Audit-grade visibility into everything AI spends and does.
Nobody can say who spent what, on which model, for what outcome. Halofy attributes every token, enforces role-based access, and keeps the knowledge base clean and efficient.
The problem
AI spend lands as one line on a vendor invoice - no owner, no outcome, no way to say who accessed what. Finance closes the month on estimates, and compliance takes the rest on faith. Halofy attributes every token to a person, an agent, and a result - with role-based access and an audit trail that holds up.
Capabilities
Every token accounted for
Who it serves
One platform, every role in the team
Finance closes the loop on spend, ops keeps workflows clean, compliance gets its trail.
Close the books on AI spend.
Spend attributed by team, agent, and model - with optimisation strategies that turn the report into savings.
- Org-wide spend, one ledger
- Attribution to team & outcome
- Savings insights, quantified
Why Halofy
Why Finance & Operations teams?
From unexplained AI bills to an attributed, optimised line item.
Efficiency by default
Clean context and reroute rules cut waste without cutting output.
Audit-ready always
Append-only logs and provable scopes - compliance stops chasing screenshots.