Receipts
Real, reconciled, and behind one source of truth.
Every number on this page is real and reconciled. We publish one story we can stand behind completely rather than several we can't.
Case 1 · Self-owned
How we broke our own token curve.
In Q1 2026, Data2Dollars' own AI expenses more than tripled — token spend compounding against flat productivity. It was tokenmaxxing, happening to us.
The fix: AI built custom software that handles everything rule-based at fixed cost, augmented by an agentic platform with value-maximizing model routing — the expensive models reserved for the work that needs them. The token curve broke; the value curve didn't.
These fixes became the core of our Green Money AI ROI Accelerator — engineering that now ships in every client platform we build. We sell the fix because we needed it first. (The discipline behind it: Self-learning AI and Agentic Engineering.)
More reconciled client results — paving and insurance engagements — are documented and available under NDA in a diagnostic conversation. We publish figures here only once they're reconciled to a single source of truth.
Screenshots or systems. Pick one.
If your AI can't prove its ROI, it isn't done.