connector
Track GitHub Copilot spend and connect it to ROI
CloudZero attributes every AI credit to the team, model, and product behind it. Now that Copilot’s billing has gone variable, that attribution is what separates a managed investment from a bill that arrives with no context.
AI credits are pooled but your budget questions are not
When pooled credits run out, developer access stops and finance is the last to know. CloudZero puts engineering and finance on the same team-level consumption data before overages hit, so budget decisions are made ahead of disruption.


Outcome attribution where your engineers already work
Engineers running cost-heavy tasks on premium models often have no idea what those choices cost. CloudZero’s nine skills inside Copilot close that gap in real time, shifting cost accountability into the engineering workflow without adding process overhead.
One view across every AI coding tool you’re running
Running multiple AI coding tools without a unified cost view means decisions about which tools to expand or cut get made on intuition. CloudZero attributes every tool’s spend by team, so those decisions are grounded in actual ROI.

See where your Copilot investment goes
Copilot credits, attributed by team
CloudZero maps every AI credit to the team and model that consumed it. When spend spikes, engineering leaders see which team drove it and can connect that consumption to what those engineers were building.
Variable billing, made visible
Copilot’s move to token-based billing turned a predictable seat cost into a variable one. CloudZero surfaces consumption anomalies as they happen and connects token volume to business context, so finance and engineering share the same numbers.
Know the ROI on every Copilot seat
CloudZero connects Copilot spend to the product lines and teams driving it, so finance can calculate gross margin on software delivery and engineering leaders can see which investments in tooling are paying off.
Copilot costs are variable. Attribution is the answer.
Every AI credit attributed to the team and model behind it, connected to the business outcome it was meant to support. One source of truth that finance and engineering both work from.