Features

One clear account of AI spend and the work behind it.

Usage and cost, linked to commits, merges into main and production where the evidence exists.

Pre-launch. Demo figures are synthetic.Capability status

01 / Usage & cost

Make the bill make sense.

Invoiced amounts, estimates and credits stay labeled. The residual stays visible until finance can explain it.

A bill you can explainDemo data

Platform team · Aug 2026 · USD · Invoice

Invoiced$48,250.00

Seats & commitments: $12,000.00
Variable usage: $39,500.00
Credits & discounts: −$3,750.00
Reconciled: $47,750.00
Unexplained residual: $500.00

The residual stays visible until finance can explain it.

02 / Work & delivery

From branch to main to production.

Each work item carries its spend, its delivery status and how the link was made.

Associated spend by work itemDemo data

Platform, Payments and Reliability · Aug 2026 · USD · Estimated token value

Demo work items with team, associated estimated spend, delivery status and evidence class
Work item	Team	Associated est. spend	Delivery status	Evidence
Database migrationPR #218	Platform	$7,800.00	Merged, awaiting production evidence	Observed
Search indexingPR #231	Platform	$3,150.00	Production observed	Observed
API rate limiterBranch rate-limit-v2	Payments	$1,920.00	Open work	Inferred
Incident reviewINC-482 · 14 Aug 2026	Reliability	$860.00	Approved non-code work	Manually allocated
Billing export prototypePR #209	Payments	$1,140.00	Closed without merge	Observed
Unattributed sessionsNo repository context	Not available	$2,030.00	Unresolved	Unresolved
Total associated est. spend		$16,900.00

Amounts are estimated token value, not invoiced expenditure. Merged work is not production work until deployment evidence is observed. Associated spend does not establish code authorship or business value.

03 / Context

Context is part of the account.

When a number needs explaining, ask the work owner and keep the answer beside the evidence.

Work reviewDemo data

Platform team · Aug 2026 · USD

Database migrationPR #218 · Alex

$7,800

Status: Merged, awaiting production
Evidence: Observed
Basis: Estimated token value

Alex · Owner · 2 Sep 2026

Release is scheduled for the 12th. The schema change is merged and waiting on the maintenance window.

Context sits beside the number. It never edits the original record.

04 / Coverage

Know what you can see.

Missing sources and stale data stay in the report, not out of it.

Source coverageDemo data

Acme Engineering · as of 31 Aug 2026, 10:00 UTC

Claude CodeCoding-agent usage
Connected
46 of 49 devices reporting
Last seen 31 Aug 2026, 09:40 UTC
CodexCoding-agent usage
Partial
18 of 29 devices reporting
Last seen 31 Aug 2026, 08:15 UTC
GitHubCommits, pull requests and merges
Connected
12 of 12 approved repositories
Last sync 31 Aug 2026, 09:55 UTC
Provider billing adminInvoices, seats and credits
Not connected
No billing export connected
Not yet observed

A healthy provider sync does not prove device coverage. Missing sources stay visible in the denominator.

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