CELAYA SOLUTIONS RESEARCHCASE STUDIES

// Field Reports

Case Studies

Measured field reports from the lab. Every report starts with a real, measured baseline, then keeps score. We read our own bills to the penny before we tell you anything.

CSR-002 Live experiment

The Inference Bill That Never Stops

An autonomous back office agent quietly ran up a roughly 28,000 dollar a year model bill, and 62 percent of it was pure waste. This is how we measured it, and the Recall framework and Mila agent we built to take it back.

El Paso, TX / Jun 2026

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CSR-001 Cost report

Token and API Cost Report

The measured token-level cost baseline behind CSR-002: where a roughly 28,000 dollar a year model bill goes, and the plan to take most of it back. Client identity and project names withheld.

El Paso, TX / Jun 2026

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CSR-003 In progress

Mila, Measured

Mila's full cost ledger across all 8 companies she runs, measured the same way as Neos. Lands here next.

Coming soon

CELAYA SOLUTIONS RESEARCH / CASE STUDIESFIELD REPORTS