Prove the savings.
Meridian records every saving your AI produces and turns it into a monthly statement you can hand to finance — itemised, priced, and traceable to the session that produced it. The leadership rollup lives in Vantage.
From agent activity to a number finance trusts.
Usage dashboards show what you spent. DevOS also shows what you saved: every saving is measured against a no-DevOS baseline, priced at your rates, and written to a record. Meridian turns that record into a monthly statement; Vantage rolls it up for leadership.
Meridian
Every saving the engines produce is recorded and priced, then rolled into a monthly statement. Underneath sits full visibility into token spend, model mix and session activity — down to a single session when you need it.
The statement is built from an append-only record of every gain, so the numbers are traceable back to the work that produced them. Hand it to finance, or reconcile it against your provider bill.
Itemised, priced and ready for finance every month.
Spend, model mix and timeline for any session, backed by the transcript.
See where spend goes and how much caching saves.
Best observed results on public benchmark issues, with the same fixes completed in both setups. The DevOS Memory comparison used 3 runs per side; the main DevOS comparison recorded 506 runs, 412 counted. See the full benchmark.
The numbers come from the engines.
Meridian prices what the engines save; Polaris governs it; the apps make it visible.
Put a number on it.
Run a free pilot and get a savings statement built from your own usage.