Prove the savings. Show the value.

Meridian records every saving and turns it into a statement you can hand to finance. Vantage rolls it up for engineering leaders — value delivered, percentage saved, throughput and adoption across teams.

How it works

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.

PIPELINE · SAVING → PROOFAgent sessionworks on codeMeasure savingsvs baselinePrice savingsat your ratesLedgerappend-onlyMeridianstatement → financeVantagerollup → leadership
Proof for finance

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.

Savings statementJune 2026 · sample
Structural reads (Navigator)$1,240
Output compaction (Runner)$880
Memory reuse$410
Measured savings$2,530
A statement, not a usage chart — itemised and priced.

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 by saving channel
Traceable to the originating session
Reconciles against provider billing
meridian · session timeline & spend
Screenshot to follow
The savings statement

Itemised, priced and ready for finance every month.

Session drill-down

Spend, model mix and timeline for any session, backed by the transcript.

Model mix & cache

See where spend goes and how much caching saves.

For engineering leadership

Vantage

The rollup for managers and CTOs: value delivered, percentage saved, throughput and adoption across teams, with a developer scorecard. Delivery and value — the numbers that show what your investment returns.

vantage · team value dashboard
Screenshot to follow
Value & savings

What DevOS returns each month, per team.

Throughput & adoption

How much the team uses it, and the output that follows.

Developer scorecard

Adoption and impact across the team, measured on the DevOS layer.

$2,530
Measured savings / month (sample)
−38%
Cost on structure-heavy work
100%
Of savings traceable to source

* Sample and aggregated figures for illustration. Your statement reflects your own measured usage.

Part of the platform

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.