Who We Are

After more than a decade managing large-scale public cloud spend, we learned that cost control is never just about tools or dashboards. It is about governance, accountability, and embedding financial discipline into how technology is designed and consumed. FinOps for public cloud remains a core part of our work, helping organizations bring structure and predictability to complex environments.

Today, that same discipline is required in AI. As models move from experimentation into daily operations, cost patterns become more variable, usage-driven, and strategically significant. We extend proven FinOps principles into this new economic layer, translating architecture and consumption into clear financial insight for leadership teams.

Over the next few years, both cloud and AI will converge into a unified technology cost model. The organizations that govern them together rather than separately will build durable advantage. Marai focuses on creating that integrated foundation early.