ORIGINS AI
The analytics layer your engineering team has been missing.
Track adoption, prove ROI to your board, and give every developer personalized coaching — all from a single dashboard. Setup in under 15 minutes.
Origins AI — Team Usage Dashboard with adoption funnel, ROI metrics, and developer digest preview
THE PROBLEM
80% of developers aren’t getting value from AI tools.
Most engineering teams have an 80/20 problem. A handful of developers use AI tools daily and see 10x productivity gains. The other 80% install the tool, try it twice, and go back to their old workflow.
You have no visibility into this split. You can’t prove ROI to your board. You can’t identify who needs coaching and who doesn’t. Claude’s dashboard shows you spend — not outcomes.
No team-level visibility
You see Claude's billing statement. Not which developers use it, for what, or how effectively.
No ROI signal
You know what you're spending. You don't know if it's working — no link to PRs, cycle time, or engineering outcomes.
No feedback loop
Every Claude session starts cold. No memory, no coaching, no awareness of what worked last week.
FEATURES
Everything you need to run AI at team scale.
Team Usage Visibility
See who uses AI, how often, which workflows. Adoption funnel from enrolled → first use → regular use → power use.
ROI Dashboard
Links Claude sessions to PRs, tickets, cycle time, and cost per outcome. Board-ready reports with exportable data.
Developer Daily Digests
Personalized coaching delivered to each developer. Shows exactly where they're leaving value on the table.
Manager 1:1 Talking Points
Actionable insights derived from usage data. Know exactly who needs help before your 1:1.
Project Knowledge Memory
Every Claude session contributes to an org-wide knowledge base. New engineers onboard in days, not months.
Anomaly Alerts
Usage spikes, cost outliers, adoption drops. Slack or email alerts so you're never blindsided.
SETUP
Live in 15 minutes.
01 / Install the hook
npx origins-ai initA single command adds the Origins hook to your Claude Code config. Nothing changes about how your team uses Claude.
02 / Connect your team
origins connect --github-org your-orgLink your GitHub organization. Origins maps usage to developers and repositories automatically.
03 / Go live
Your dashboard is live. Developer digests start shipping the next morning. No configuration required.
“We went from zero visibility into AI usage to a full ROI dashboard in an afternoon. Our board stopped asking questions about AI spend.”
Sarah Chen
VP Engineering, FinTech Co
See who’s using AI on your team.
Deploy Origins AI in under 15 minutes. Get your first team usage report tomorrow morning.