01 See
The tokenmaxxing audit.
We connect billing and gateway data and hand back one number: what you spend, what it buys, and what it should cost. Delivered in weeks, through people you already know.
The AI treasury for Latin America
Tokenmaxxing is on your P&L.
Tesoro finds the leak, routes around it, and pays for itself out of the savings.
Frontier token spend, worldwide, since you opened this page
$0.00
The same work, managed
$0.00
The spread — what management captures
$0.00
Basis: enterprise frontier-API spend tracking $35B+ in 2026 ≈ $1,110 every second, and a 54% managed blend. Illustrative.
The problem
Every company bought AI. Almost none of them meter it.
"…probably have no idea how much tokenmaxxing is going on…"
His forecast: an EPS miss of a few pennies, traced back to token spend nobody was watching.
The rate board
What a million tokens costs this month — and why "this month" is the operative phrase.
| Model | Tier | Input | Output | Note |
|---|
• illustrative — verify current rate cards before client use
The audit
Pick a company like yours. Watch the leak itemize itself.
Conservative haircuts every lever by 30%.
Current monthly AI spend
Verified savings
Optimized bill
If you don't save, you don't pay.
How Tesoro works
Three engagements, in the order a CFO buys them.
02 Save
The routing gateway.
Every request goes to the cheapest model that clears the quality bar — re-decided continuously as rate cards move. Runs on the same router demonstrated at torre.q-starr.app; Tesoro is the CFO door into it. Priced at 20% of verified savings plus a platform fee.
03 Serve
Sovereign capacity.
Regulated workloads only capture open-model savings if the model runs in-jurisdiction. SenseiNode operates that capacity in-region. Residency enforced: LGPD (BR), Ley 25.326 (AR), LFPDPPP (MX), Ley 19.628 (CL), Ley 18.331 (UY).
Operator economics
What Tesoro earns the operator — before a single capacity contract.
| Tenant | Savings/mo | Revenue/mo |
|---|
six tenants, before line 03 — each added tenant lands at ~flat software cost.
Models are replaceable plugs; a treasury the CFO trusts is not. Tesoro assumes the operator is SenseiNode.