Prevent AI and Cloud Waste While Engineers Build

Catch inefficient AI usage and cloud resources as they happen, assign ownership, and help engineers fix issues before they become waste.

Engineering Teams • Platform • DevOps • FinOps • Cloud Operations

How Atmoz Works

Most tools explain waste. Atmoz prevents it.

Connect in Minutes

Agentless, read-only integration.
One-click setup via Marketplace.

Detect in Real Time

Finius catches inefficient cloud resources and AI usage as they happen, before they become waste.

Fix in One Click

Engineers receive context, ownership, and remediation directly where they work.

Key Capabilities

Catch AI and Cloud inefficiencies in real time

Catch inefficient usage before it becomes waste.

Act where engineers
work

Recommendations in Slack, Teams, email.

Make ownership
automatic

Map cloud resources and AI usage to the right owner automatically.

Optimize AI and Cloud continuously

Right-sizing, reservations, regional moves, cleanup, prioritized by impact.

Govern without slowing innovation

Apply budgets, policies, permissions, ownership, and audit controls automatically.

Built for engineering workflows

Designed for how engineering teams actually work - no tickets, no policing.

Features

Enterprise Governance and Security by Design

Read-only architecture, governance controls, and customer-owned access built for secure operations at scale.

Read-only
access

Atmoz connects in read-only mode and analyzes metadata - never your workloads or application data.

Customer-controlled access

You control access, permissions, and encryption - Atmoz never owns your environment.

Enterprise Identity and Governance

SSO, RBAC, auditability, and enterprise controls built for secure adoption at scale.

Instant
Access Revocation

Revoke access instantly with full control and no persistent permissions.

Ownership and
Auditability

Maintain ownership with full audit trails and complete control over access and policies.

Read-only • SSO & RBAC • Ownership • Auditability • Customer-controlled access

Pricing Aligned With Efficiency

Unlike %-of-spend models, Atmoz is priced per resource to stay aligned with reducing waste.

Why Teams Move From Visibility to Action

Engineering teams make infrastructure and AI decisions in real time. Atmoz helps bring efficiency into those moments – before waste reaches production.

Prevention, not reporting

Finius catches inefficiencies as they happen and helps engineers fix them before they become waste.

Built for engineering workflows

Recommendations appear where engineers already work - so action happens immediately.

Enterprise-grade governance by design

Govern AI and cloud usage with read-only access, budgets, permissions, and auditability - without slowing teams down.

Ownership built in

Every recommendation reaches the right owner, with full visibility and accountability.

Frequently asked questions

Atmoz helps teams understand, govern, and optimize AI usage across models, agents, API calls, tokens, projects, and teams before inefficient usage becomes unnecessary spend.​

Atmoz identifies inefficient cloud resources as they are created, assigns ownership automatically, and helps engineers take action before inefficiencies reach production and generate unnecessary cost.​

Finius, our AI bot, delivers recommendations, ownership information, and one click fixes directly in Slack, Microsoft Teams, and IDE, allowing engineers to act without leaving their workflow.​

Atmoz automatically maps cloud resources and AI usage to the teams and individuals responsible for creating and managing them, improving accountability and remediation speed.​

Atmoz applies governance through budgets, quotas, permissions, usage policies, ownership controls, and audit trails, helping organizations manage AI usage at scale.​

Yes. Atmoz supports budgets, quotas, usage limits, and threshold notifications to help organizations control AI and cloud usage before costs exceed expectations.​

Atmoz allocates AI costs across users, teams, projects, models, agents, and business units, providing clear visibility into ownership and consumption.​

Yes, but not only. Atmoz focuses on AI and cloud efficiency, governance, ownership, and remediation. While it provides visibility into AI usage, its primary goal is helping teams take action before inefficiencies become waste.​

No. Atmoz uses a secure read-only architecture with SSO, RBAC, governance controls, and audit trails designed for enterprise environments.​

Build Faster. Stay Efficient.

Bring real-time AI and cloud efficiency into engineering workflows.