Observe
Separate wallet facts from declared costs, estimates, and simulation data.
A deterministic financial control plane that evaluates every job and purchase against margin, runway, and your Financial Constitution.
Research sources for customer report
Payment rails answer whether money can move. CeFO answers the more important question: whether moving it makes economic sense.
Separate wallet facts from declared costs, estimates, and simulation data.
Run decimal-safe formulas and hard policies before an agent commits capital.
Issue an inspectable receipt containing every input, check, and reason code.
Atlas has 35 USDT and an 18-USDT customer job. Test a 12-USDT supplier request, then negotiate the cost down to 9.50.
Run the request to see the safe spending limit, runway impact, and every policy check.
CeFO provides programmable financial intelligence and spending control for autonomous agents through wallet health monitoring, deterministic job underwriting, and policy-bound spending authorization.
Evaluate treasury runway, burn, confidence, and operating warnings.
Decide whether customer work is profitable and calculate its minimum viable price.
Approve, limit, negotiate, or reject proposed purchases under the Financial Constitution.
No prompt can talk its way around these limits. Structured inputs enter; deterministic decisions come out.
The business must remain operational after every approved expense.
Every accepted job protects a minimum contribution margin.
No delivery can consume an unsafe share of liquid treasury.
Material purchases are escalated instead of silently approved.
Uncertain or incomplete inputs cannot produce automatic approval.
Machine-readable responses. Human-readable receipts. The same truth in both.
CeFO evaluates financial decisions. It does not hold private keys, custody assets, transfer funds, or execute purchases on an agent’s behalf.
Material inputs are identified as observed, declared, estimated, or simulated. The 35-USDT demonstration uses seeded simulated data—not a live wallet.