Finout

In the agentic era, infrastructure evolves faster than ever—AI workloads shift weekly, automation accelerates across engineering, and complexity spans cloud, Kubernetes, LLMs, and shared resources. Traditional FinOps breaks under this scale and speed. Finout is the enterprise-grade FinOps platform built to thrive in chaos: delivering 100% accurate, automated cost allocation (even without tags), unified visibility via MegaBill, precise unit economics, seamless shared-cost handling, and reliable planning—at any scale. We turn cloud + AI complexity into clarity, drive true ownership across teams, and make FinOps successful where others can’t.

Ideal Projects: Delivering complete visibility into complex multi-cloud environments. Customers can view DigitalOcean cost and usage data alongside AWS, GCP, Snowflake, Databricks, K8s, etc., etc., in a single, unified view. From there, customers can attribute GPU costs to specific models, research teams, or customer projects without the need for manual resource tagging or complex scripts. Real-time alerts in Finout identify runaway training costs or idle GPU clusters before they impact the bottom line, protecting margins for both D.O. and the customer. Finally, Customers can calculate the exact “Cost per Inference” or “Cost per Training Run” by combining ‘neocloud’ infrastructure data with application-level and other related metadata - in a single place.