Every token accounted for.
Compute is the electricity of the 21st century. Yet engineering teams pay millions into black-box meters. We run the independent audit that reconciles your invoices against real delivery telemetry—and claws back unearned charges on contingency.
Where the compute leaks.
In high-volume distributed systems, non-deterministic meters quietly round in the provider’s favor. We catch and prove the four core discrepancy signatures:
Dropped Stream Overbilling
When a developer hits Ctrl+C in Claude Code or an agent times out at token chunk 80, provider metering scripts often continue running—debiting your balance for the maximum 4,096-token budget.
Unfulfilled Gateway Faults
When provider clusters overload, requests return 5xx errors without delivering completion text. In high-frequency loops, input prompt tokens and failed retries are still deducted from your prepaid balance.
Context Overflow Loops
Automated agent loops frequently submit prompts that exceed context limits. Models terminate immediately with zero output tokens delivered, but debit $0.50+ on every automated iteration.
Uncredited Cache Hits
Warm system prompts with verified client-side KV-cache hits are frequently billed at full input creation rates ($3.75/M) instead of read rates ($0.30/M)—a silent 12x price markup.
Estimated Runway Recovery
Adjust your monthly AI inference spend (Anthropic, OpenAI, Bedrock, OpenRouter) to estimate recoverable credits.
Request an Audit.
100% contingency. If your meters are true, our service is free. If your meters are broken, we hand you your capital back.
✓ Metadata only · Zero prompt text ingestion · Read-only access · No code changes
Every Token Accounted For.
In every industrial revolution, when a new utility is born, the monopoly that controls the pipe rigs the meter. In the nineteenth century, it was oil. In the twentieth, it was electricity. Today, it is compute.
Compute is the new electricity. Yet the entire AI economy runs on blind faith. You pay for dropped connections, server crashes, and phantom retries—with zero proof of delivery. No factory buys unmetered fuel. Why are builders buying compute from a black box?
We inspect the meter.
We match what was billed against what your machines actually received down to the millisecond. Where providers overcharge, we compile the proof, file the claims, and return the capital directly to your balance sheet.
We are The Standard Meter Company.
Every token accounted for.