Autonomous cost optimization · AWS, Azure & Google Cloud

The senior cloud engineer that never stops cutting your bill.

Asagi is an autonomous AI agent that learns your AWS, Azure & Google Cloud setup — then safely implements savings of 10–30%. A human is always in the loop.

Read-only to start · No engineering time required
Proposed savings — this week −$4,120 / mo found
Consolidate idle NAT gateways AWS · eu-central-1 · low risk
−$1,310/mo Approved
Rightsize overprovisioned RDS instance AWS · prod-db-02 · needs approval
−$940/mo Awaiting you
Delete unattached persistent disks Google Cloud · 14 volumes · low risk
−$620/mo Executed
Move cold blobs to archive tier Azure · storage-account-3 · proposal
−$1,250/mo Proposed
Every change is explained, reversible, and approved by your team.
29%of all cloud spending is wasted
84%rank managing cloud spend as their #1 cloud challenge
10–30%savings Asagi implements — not just reports
Source: Flexera, State of the Cloud 2026
HOW IT WORKS

Trust is graduated. You set the pace.

Asagi starts read-only and earns autonomy step by step — from proposing a plan to executing low-risk changes on its own.

1Advisory

Read-only access. Asagi investigates your environment and proposes a clear, prioritized savings plan.

Start here — zero risk
2Semi-automatic

Asagi implements each change only once you approve it. Every action is explained and reversible.

You approve, it executes
3Autonomous

Executes low-risk changes on its own and asks before bigger ones. A human is always in the loop.

Earned trust, full speed
SAVINGS CALCULATOR

What's hiding in your bill?

Drag to your monthly cloud spend. Asagi typically finds and implements 10–30% in savings.

Monthly cloud spend$40,000
$5k$500k
ESTIMATED SAVINGS WITH ASAGI
$4k–$12k/ month
Per year$48k – $144k
You pay a share of savings actually realized — money you'd otherwise have wasted.
Get my free savings audit
WHY ASAGI

The only agent that acts across the whole stack — safely.

THE FIELD TODAY
Report-only dashboards Cloudability, CloudHealth, Vantage — they show the waste, your engineers still have to fix it.
Narrow automators ProsperOps (commitments), Cast AI (Kubernetes), Zesty (AWS) — automation for one slice only.
Autonomous platforms Sedai — the closest comparison, but without visibility into your application layer.
ASAGI'S EDGE
Full stackOptimizes infrastructure and the application layer — not just VM sizes.
Multi-cloudAWS, Azure & Google Cloud in one agent.
Learns your environmentWorks with your team to understand your setup — not one-size-fits-all rules.
Graduated trustFrom advisory to autonomous, at your pace. A human stays in the loop.
PRICING

You pay out of what you save.

No savings, no fee. Asagi's core pricing is a share of the savings it actually realizes — low risk for you, aligned incentives for us.

PERFORMANCE-BASED · CORE

A share of realized savings

Asagi implements a saving, verifies it on your bill, and takes a percentage. Paid from money you would otherwise have wasted.

SUBSCRIPTION

Advisory & scale tiers

For advisory-only use, or larger multi-cloud environments that prefer predictable pricing.

FOR MSPs

Reseller channel

Deploy Asagi across many client environments and share in the value you create.

SECURITY & TRUST

Built to be trusted with production.

Founded by engineers who ran production cloud for major brands. Guardrails, rollback and certification are the roadmap's first milestones — not afterthoughts.

Read-only by defaultAdvisory mode needs no write access at all. Autonomy is opt-in, per change type.
Every change reversibleGuardrails and rollback are core engine features on the current roadmap.
Human in the loopRisky changes always wait for your explicit approval.
SOC 2 & ISO 27001Certification is a committed roadmap milestone before general availability.
FAQ

Questions engineers ask first.

What access does Asagi need?

Advisory mode runs on read-only credentials — billing data plus resource metadata. Write access is only granted when you enable semi-automatic or autonomous mode, and can be scoped per change type.

Can Asagi break production?

Changes are classified by risk. Low-risk actions (idle resources, storage tiers) can run autonomously; anything touching live workloads waits for your approval. Every change ships with a rollback plan.

How is this different from our cloud provider's own tools?

Native tools and dashboards report recommendations; someone still has to evaluate and implement them. Asagi does the implementing — across AWS, Azure and Google Cloud at once, with your application context.

How do you charge?

The core model is performance-based: a share of savings Asagi actually realizes and verifies on your bill. Subscription tiers exist for advisory-only use and larger environments.

How long until we see savings?

The audit itself surfaces savings within days — Asagi has found $4,000/mo in a single day. Advisory mode delivers a prioritized plan first; implementation speed then depends on the trust level you choose.