Copilot seats are cheap. Ghost Copilot seats are expensive.
You pay nineteen dollars a seat per month. Four hundred engineers times nineteen is a hundred thousand a year. SuperOrgs ties every Copilot Business or Enterprise seat to an engineer, a repo, and a real utilization number drawn from the GitHub Copilot admin API. The seats that earn their keep stay. The seats that do not, get reclaimed on the next review cycle.
What we surface from GitHub Copilot.
Three signals that turn a Copilot Business or Enterprise subscription from a flat line in your bill into an actionable governance surface.
Every seat, every license tier
Business, Enterprise, Standard, free-for-open-source. SuperOrgs normalizes them into one list. Each seat is tied to a GitHub handle, a corporate email, an HRIS record, a team, and a department. When a seat is assigned to a contractor who off-boarded six weeks ago, it lights up.
Real utilization, not assignment
Assigning a Copilot seat is free. Paying for it is not. SuperOrgs reads the per-seat suggestion counts and acceptance rates from the Copilot admin API and surfaces the seats where acceptance is zero for thirty straight days. Reclaim or re-assign with one click.
Policy coverage per repository
Copilot's content exclusion settings, its code-filter toggle, and its third-party license detection are set per organization and per repository. SuperOrgs enumerates those settings for every repo in your org and flags repos where policy drifts from your security team's approved baseline.
Live product sliceCopilot spend against the rest of your AI stack.
Most engineering orgs run Copilot alongside a reasoning model and a chat assistant. The chart below shows how those line items stack. Connect Copilot and your other AI platforms and it swaps to your real spend, per vendor, for the same time window.
How it works
How the GitHub Copilot connector works.
Four-step configuration. One GitHub PAT with the Copilot admin scope. No access to your code, no access to your PRs, no access to your prompts.
- 01
Mint a GitHub PAT with Copilot admin scopes
A fine-grained personal access token scoped to `copilot:admin` is enough. The token can read seat assignments, user-level usage, and policy settings across your organization. It cannot read source code, cannot write to repositories, and cannot modify seat assignments.
- 02
We enumerate every Copilot seat in the organization
SuperOrgs lists every active seat in every Copilot Business or Enterprise subscription, including pending invitations. Seats are tied to GitHub handles, which are tied back to corporate emails via your GitHub SAML or EMU mapping and reconciled against your HRIS.
- 03
We pull per-seat utilization nightly
The Copilot admin API exposes aggregate usage per seat. We pull suggestions surfaced, suggestions accepted, active days, and language-level breakdowns. That data becomes the seat's real utilization number and the input to the reclaim recommendation.
- 04
We surface seats for review and reclaim
Seats with zero acceptances in thirty days are flagged. Seats belonging to off-boarded employees are flagged harder. Seats for contractors whose engagements ended are flagged hardest. You and your manager approve the reclaim list together. SuperOrgs never revokes a seat unilaterally.
Cost intelligence
Copilot spend, tied to value per engineer.
$57
3 agents under management
$684
based on current monthly trajectory plus +8.2% MoM
$116
per employee, peer cohort median
Engineering orgs between a hundred and a thousand seats typically report an effective Copilot utilization rate between thirty-eight and seventy-two percent. Teams below forty percent are overspending by a multiple. SuperOrgs plots your org against that range and drills into the teams pulling the average down so the fix is a targeted conversation, not an org-wide license review.
Governance
Copilot governance, designed for engineering VPs and IT.
Copilot ships good defaults. SuperOrgs adds the attribution, approval, and policy-drift layer large engineering orgs need.
Seat approval workflow
New seat requests flow through the engineer's manager and then to IT. Auto-approve seats for tenured engineers on approved teams. Require a review for contractors. Every approval carries an audit trail that satisfies a SOC 2 or ISO 27001 control review.
Content exclusion policy audit
Your security team declared that Copilot suggestions must never include code from repositories tagged customer-facing. SuperOrgs walks every repository in your organization and confirms the content-exclusion setting matches. When a repo drifts, it is flagged within an hour of the change.
Off-boarding automation
When an engineer off-boards, SuperOrgs surfaces the Copilot seat tied to their GitHub handle alongside their other AI-tool footprints. One approval routes the seat to IT for reclaim. No three-day gap between the employee's last day and the license being freed.
License allocation modeling
Before you renew the Copilot Enterprise contract for another year, model the cost of consolidating idle seats, expanding the pool for a new team, or shifting contractors to a lower-tier plan. SuperOrgs ships a spreadsheet-quality allocator that finance can take into the renewal conversation.
FAQ
Questions teams running GitHub Copilot ask us.
Does SuperOrgs support GitHub Copilot Business and Enterprise?
Yes, both. The Copilot admin API exposes the same data shape across Business and Enterprise subscriptions, so SuperOrgs consumes them identically. If your organization mixes a Business plan and an Enterprise plan across sub-orgs, SuperOrgs rolls them up into a single governance surface.
Can SuperOrgs read code from our GitHub repositories?
No. The PAT we ask for is scoped strictly to Copilot administration. SuperOrgs never has access to repository content, never reads pull request diffs, and never sees Copilot suggestions or prompts. We work entirely from the aggregate usage data Copilot admin surfaces.
What does it take to measure Copilot ROI per engineer?
The Copilot admin API gives us suggestions surfaced, suggestions accepted, and active days per seat. SuperOrgs converts acceptance into an estimate of time saved, benchmarks it against your engineering cost per hour, and surfaces an approximate ROI band per engineer. The result is useful directionally, not forensically, which is exactly how a VP of Engineering wants to read it.
Will this replace our GitHub admin tooling?
No. GitHub remains the system of record for seat assignment and policy. SuperOrgs reads from GitHub, it does not replace it. Every action that mutates Copilot still happens in the GitHub UI or via the GitHub API. We give you the attribution layer GitHub intentionally leaves to the customer.
“We reclaimed eighty-seven Copilot seats in the first two weeks. That paid for SuperOrgs for the entire contract year with change left over.”
Director of Developer Productivity, Series D fintech