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What is Koala AI FinOps?

Koala AI FinOps is a multi-cloud cost intelligence platform. It brings your OCI, AWS, Azure, and GCP spend into one place, turns it into live dashboards and explainable insights, and lets anyone ask about their cloud costs in plain language — “See spend. Ask Koala AI.” It ingests your clouds’ standard FOCUS cost and usage exports, normalizes them into one model, and gives you a single source of truth for visibility, optimization, and allocation — no CSV merges, no spreadsheet reconciliation.

Why Koala AI FinOps?

One view, every cloud

Real-time dashboards by service, region, and provider — OCI, AWS, Azure, and GCP together, not four separate consoles.

Every number is evidence-backed

All figures come from SQL over your own data. The AI explains; it never invents numbers. Every insight carries its evidence — the query, the aggregates, and sample rows.

Tenant-first by design

Each business unit sees only its own data, with central oversight. Role-based access, tenant isolation, and SSO make it audit-ready.

Who uses it?

FinOps teams

Detect anomalies, cut waste, and improve showback/chargeback accuracy.

Engineering & platform leads

Establish cost visibility and accountability across teams and services.

Finance & product owners

Track spend against budgets, plan, and forecast with confidence.

Leadership

A trusted, data-driven view of where every cloud dollar goes.

How it works, in one line

You connect your clouds’ cost exports, Koala ingests the FOCUS data, and then you see it on dashboards, explore the detail, get insights, and ask Koala AI in plain language.

Next steps

How it works

The ingest-to-insight pipeline and the evidence principle.

Connect your clouds

Point Koala at your OCI, AWS, Azure, and GCP cost exports.

Tenancy & users

Sign-in, tenants, roles, and access.

Ask Koala AI

Query your cloud costs in plain language.