Leverage your existing Google Cloud commitment

Buy GitLab and Duo Agent Platform through Google Cloud Marketplace, and you can draw down your existing Google Cloud commitment to fund it: No new budget cycle. Scale agentic AI against a commitment you've already made, instead of re-opening procurement every quarter. One bill, one view. Platform, inference, and infrastructure spend land in the same Google Cloud billing surface — nothing to reconcile across vendors. On top of that, you keep GitLab's own cost controls: usage dashboards, policy over which models run where, and the GitLab Credits model that gives your finance team predictable consumption.

So you can answer the question your board is already asking — what did we spend on AI this quarter, and what did we get for it.