Visionality for GitHub Copilot · Developer productivity
Every Copilot completion tagged to a developer, a Jira epic, a repo, and a customer.
GitHub Copilot at hundreds of thousands of seats is one of the biggest enterprise AI cost questions today. The CFO question — what is each seat actually doing, and which customer engagement or feature sprint paid for it — has not had a clean answer.
Visionality's GitHub Copilot connector pulls seat assignments + daily IDE + chat metrics. The Visionality gateway then sits between Copilot's API surface and the model, tagging each call with project_id resolved from the GitHub repo + agent_sub from the IDE identity. The chargeback CSV at month-end is per-developer, per-PR, per-repo, joinable to your GL.
What Visionality does for GitHub Copilot
Tagged, governed, audited — at the call, not after the bill.
Seat-day cost imputation via operator-configurable per-seat-month rate.
Configure the Copilot Business ($19/seat) or Enterprise ($39/seat) rate; we impute per-seat-day from GitHub's daily metrics API. Cost rows land on request_logs alongside your IDE prompt traffic.
Repo → project mapping (Jira + Bitbucket).
Wire the GitHub repo list to your Jira project keys via the shipped Bitbucket + Jira connectors. Every Copilot completion auto-tagged to the project the developer is actually working on. No metadata your engineers have to remember to set.
Per-engineer attribution signed into the envelope.
The agent_sub claim is signed into the spend-token envelope at issuance. An attacker who steals the token cannot rewrite which engineer made which call; binding-key second factor rejects the tampered request.
Chargeback CSV for time-and-materials billing.
Per-engineer, per-Jira-epic, per-customer cost rows ready to drop into your invoice as an evidence appendix. Sample case study: ArcTrade.
Govern your GitHub Copilot AI spend in 30 minutes.
30-minute deploy. Bring your own LLM keys. Your existing SDK code works unchanged. The GitHub Copilot connector is shipped — operator wires credentials and you have a working audit trail before the coffee is gone.