TFAI infrastructure
Tokenfold
Hybrid commit + overage pricing for inference capacity.
3 days → 0monthly billing ops
The challenge
Usage lived in a data warehouse, commitments lived in a spreadsheet, and invoices were assembled by a script that broke every time a contract changed shape. The team called it 'invoice week' for a reason.
The fix
Moving usage events into Kribana's ledger meant commitments, overage rates and invoice assembly all read from the same source of truth — no reconciliation step left to break.
“We weren't scared of complex pricing. We were scared of the spreadsheet that made it work.”
Full story on the blog
Continue with “How Tokenfold cut billing ops from 3 days to 0” — the longer write-up of how Tokenfold runs billing on Kribana.
Read on the blog →