Autonomous cloud cost optimization for enterprise AI
Numio.AI is a FinOps agent and co-pilot for continuous cloud cost monitoring and management. It tracks usage and cost signals, explains changes in plain language, and helps operators enforce policies and trigger cost-saving actions.
15–50% savings on non‑prod & idle
Automatically hibernates environments, test clusters, and sandboxes.
Policy‑guarded guardrails
Blocks merges and rollouts that would blow through budgets.
CFO‑ready FinOps reporting
Single live view of spend, savings, and risk by team and product.
Cloud spend shouldn’t surprise you at month‑end.
Dashboards tell you what already happened. numio.ai acts earlier — watching infra, catching drift, and enforcing the FinOps policies you actually care about.
From “overspend post‑mortems”
You find cost spikes after the bill lands, then chase down owners days or weeks later.
To live policy‑guarded FinOps
The agent continuously checks usage against budgets, tags, and SLAs — and flags or blocks risky changes.
With measurable savings
Every automated action is logged with who/what/why, so Finance and Engineering see savings and impact in one place.
How the FinOps agent runs in your stack
numio.ai connects to your cloud accounts and CI/CD systems, then runs a continuous observe → decide → act loop.
- 1. Observe – Ingests billing, usage, and tagging data from AWS, GCP, Azure, plus change signals from Git and CI/CD.
- 2. Decide – Evaluates every change and drift event against FinOps policies, SLOs, and budget rules you define.
- 3. Act – Safely hibernates non‑prod, pauses risky rollouts, or opens tickets/PR comments — always with human‑visible reasoning.
policy: nightly-nonprod-hibernate scope: aws://dev/* + gcp://sandbox/* action: hibernate 142 idle resources expected impact: -41% monthly non‑prod spend guardrails: exclude prod, workloads with active incidents
policy: pr-cost-regression scope: github://*/service-* action: block merge, add PR comment reason: projected +23% cost in us‑east‑1 exceeds team budget next step: engineer updates rollout plan or requests override
Built for Finance, FinOps, and Engineering together
One agent, three views: CFO, FinOps, and Platform teams each get the signals and controls they need — without yet another dashboard to babysit.
For CFO & Finance
- Live view of run‑rate vs budget by business unit and product.
- Attribution that ties savings back to teams and initiatives.
- Plain‑language daily/weekly FinOps briefs in your inbox.
For FinOps & RevOps
- Library of policies for rightsizing, idle cleanup, and anomaly detection.
- Change reviews that explain where cost moves and why.
- Integration with your ticketing tools for approvals and escalations.
For Platform & DevOps
- Non‑blocking PR comments and rollout checks with clear reasoning.
- Safe automation primitives (hibernate, scale down, pause) with rollback.
- APIs and webhooks to plug the agent into existing tooling.
Runs with least privilege
Connects via cloud IAM roles with scoped, auditable permissions aligned to FinOps actions.
Human in the loop by default
You choose which policies can act autonomously vs require approvals, per environment.
Transparent reasoning
Every recommendation or action comes with a trace: inputs, policy, projected impact, and owner.