Find out what your AI coding spend actually shipped.
See how much of your engineers’ AI coding spend turns into shipped code, and surface the spend that never does. Starts with Claude Code and GitHub.
- $48.2K
- Reconciled this month
- 59%
- Spend that shipped
- 4
- Spend states
- 3
- Confidence tiers
Spend review
March 2026 · Acme Engineering
$48.2K Claude spend
$28.4K became shipped code. $9.8K never tied to a merged PR.
$28.4K
59% · Tied to a merged pull request
$7.1K
15% · Open PR or inside the attribution window
$9.8K
20% · No merged PR after 30 days
$2.9K
6% · Other repositories or non-PR work
Sample data. Quick Start produces correlation; the capture plugin upgrades selected teams to SHA-level attribution.
How it works
1. Connect GitHub
Securely link your repositories through the GitHub App to track what ships.
2. Track AI spend
Capture Claude Code usage and cost across your fleet, automatically and zero-touch.
3. Reconcile ROI
Match spend to merged pull requests and measure what your AI budget actually shipped.
Enterprise features
Team-level attribution
Spend and shipped rate per team. Aggregate by default, never a per-engineer ranking.
Automatic PR linking
Each captured session resolves to the pull request it shipped in, by branch and SHA.
PR #128
Checkout retry logic
PR #131
Dashboard charts
PR #126
Spike: vector search
Security
Encrypted in transit and at rest. SSO on Enterprise. SOC-2 is on the roadmap.
Privacy first
Token counts, timestamps, and git refs leave the machine. Your prompts, code, and transcripts never do.
Audit ready
Export reconciliation logs for finance and FinOps. Full visibility into how AI spend maps to shipped work.
Spend over time
Watch the burn, by model
See daily Claude spend broken out by model version, with the percent that shipped traced on its own axis. The same chart you get on your dashboard.
Spend over time
Daily AI spend (estimated + metered), by model version, against the spend that shipped.
Sample data.
Pricing
Start solo. Scale to your whole org.
Same attribution engine on every tier; team and enterprise unlock as you grow. A few percent of the spend you already manage. Card required, cancel anytime.
Solo
$15/mo
For one engineer.
- Fleet-wide capture, zero setup
- PR-level spend attribution
- Spend by model + right-sizing
- Your spend & yield reports
- Metadata only, never your code
Team
Most teams$50/engineer/mo
Up to 10 engineers.
Everything in Solo, plus
- Team rollups & spend states
- Per-engineer diagnostics
- Agent flags & budget alerts
- Multi-repo attribution
- Shared team dashboards
Enterprise
Custom
Unlimited engineers.
Everything in Team, plus
- SSO / SAML
- Volume pricing & invoicing
- Priority support & SLA
- Security review & DPA