AI
Claude Enterprise
Roiva prices the developer time Claude Code saves on your Claude Enterprise seats, from the edits developers accepted, beside Copilot's if you use both.
What it answers
How much developer time Claude Code gives back across your Claude Enterprise organization
What Roiva reads
Daily Claude Code totals for the last 3 months. Each row names a member by email; Roiva adds each day up and drops the names before anything is saved.
Setup
An Analytics API key, created by your Claude Enterprise organization's primary owner
What you can measure with Claude Enterprise
Developer time from accepted edits
Edits developers accepted in Claude Code × minutes saved per edit × your developer rate, as freed capacity. Roiva starts from one minute an edit until you set your own.
claude_enterprise.claude_code.acceptances
Starts from the AI Coding Assistant Rollout template
Beside Copilot, each in its own unit
A Copilot acceptance can bundle several completions and a Claude Code one is a single edit, so with both, each is priced at its own minutes rather than added together.
Starts from the AI Coding Assistant Rollout template
Adoption
Developers using Claude Code on an average day, and the share of its edits they accept, month by month.
claude_enterprise.claude_code.active_users_avg
claude_enterprise.claude_code.acceptance_rate
Against what the seats cost
Claude Enterprise seats are the initiative's cost, from Anthropic's invoice or the bill in your books, so cash ROI sets them against the freed time once it becomes cash.
A worked month
Claude Code and Copilot across one engineering team
Developer Capacity Freed by GitHub Copilot and Claude Code on Claude Enterprise, from the AI Coding Assistant Rollout template, for September
| Copilot suggestions accepted | 12,000 | GitHub |
| Minutes saved per Copilot acceptance | 0.8 | Your time study |
| Edits accepted in Claude Code | 21,000 | Claude Enterprise |
| Minutes saved per Claude Code edit | 1.5 | Your time study |
| Developer hourly rate, fully loaded | $94.50 | Roiva's default, until you set yours |
(12,000 × 0.8 + 21,000 × 1.5) × $94.50 ÷ 60
$64,732.50 freed capacity for September, reported beside cash ROI, never in it
With only Claude Code, the initiative gets the single-assistant formula instead: accepted edits × minutes per edit × your developer rate.
Illustrative figures. Roiva keeps every input with the entry it calculates, and none of it counts until it's approved.
The daily Claude Code totals behind a month's accepted edits, with no developer named.
What gets synced
Roiva writes these metric observations on each sync. Reference the key in a value formula to use this data in your ROI calculations.
Claude Code Activity
claude_enterprise.claude_code.acceptances
Accepted Suggestions
count
claude_enterprise.claude_code.proposals
Suggestions Offered
count
claude_enterprise.claude_code.acceptance_rate
Acceptance Rate
percentage
claude_enterprise.claude_code.lines_accepted
Lines of Code Added
count
claude_enterprise.claude_code.active_users_avg
Active Developers (daily average)
count
What Roiva keeps
Reads: Daily analytics for each member for the last 3 months, of which Roiva uses only the Claude Code figures. Each row names the member by email; Roiva adds each day up and drops the names before anything is saved.
Keeps: Records of daily Claude Code totals, plus the totals worked out from them.
How to connect
You connect Claude Enterprise from inside Roiva, so you need a Roiva workspace first. Sign in to connect it now. New to Roiva? Start free with your work email, take the free assessment and create your workspace at the end, or request an invite.
- In Claude: Sign in to claude.ai as your Claude Enterprise organization's primary owner — only the primary owner can turn on API access and create Analytics API keys
- In Claude: Go to Organization settings → API (claude.ai/admin-settings/api-access), turn on API access and create an Analytics API key
- Back in Roiva: Paste the key here — it is shown only once — and save the connection
- Back in Roiva: The connection page checks each step and says what's missing. Once it's all ticked, click Test Connection, then link this connection to an initiative on the Initiatives tab
Need help?
Email hello@roiva.ai with what you're seeing, and you'll hear back within one business day.
Claude Enterprise
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