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For Teams

AI adoption, measured

LobsterOne for Teams gives engineering leaders visibility into AI tool adoption across their organization. Private leaderboards, team analytics, and adoption metrics — without ever seeing code content.

Why teams need AI usage visibility

Most engineering organizations have adopted AI coding tools but have no data on whether they are working. Developers report feeling faster, but engineering leaders cannot quantify adoption rates, identify training gaps, or justify tool spend without usage data. LobsterOne for Teams closes that gap with real-time analytics that respect developer privacy.

Works with your existing tools

LobsterOne integrates through OpenTelemetry, the open standard for observability. It works with Claude Code, Codex, and any AI coding tool that supports OTel. No SDK injection, no code changes, no background agents. The Mac menu bar app configures everything in under a minute.

Why not build your own dashboard?

You could build an internal dashboard. Many teams try. The problem is maintenance: telemetry schemas change, new tools get adopted, the intern who built the Grafana board leaves. LobsterOne gives you a maintained, purpose-built analytics layer that stays current as the AI tooling landscape evolves. At $4.90 per seat per month, the cost is less than one hour of engineering time to build and maintain your own.

Private Team Leaderboard

A leaderboard only your team can see. Rank team members by messages, tokens, conversations, and streaks.

Adoption Analytics

See how your team adopts AI tools over time. Track weekly active users, total usage, and growth trends.

Privacy Controls

Admins see aggregates only. No code or prompts visible.

Easy Onboarding

Invite via email or link. Mac app handles the rest.

SSO Integration

SAML and OIDC support coming soon.

Usage Reports

Export reports to share with leadership.

$4.90 /seat/month

Everything in Pro, plus private team leaderboards, team analytics, admin controls, and dedicated support.

Frequently asked questions

Can team members opt out of the leaderboard?

Yes. Individual team members can choose to hide their name from the team leaderboard while still contributing to aggregate team metrics.

What data can team admins see?

Admins see aggregate usage metrics: message counts, token usage, conversation counts, acceptance rates, and streaks. They never see code, prompts, or conversation content.

Is there a minimum team size?

No minimum. Teams of any size can use LobsterOne for Teams. Pricing is per-user, billed monthly.

Do you offer volume discounts?

Yes. For teams of 50+ users, contact us at teams@lobsterone.ai for custom pricing.