What changes
when Samax comes in.
The cloud bill grows because nobody on the team has time to look at it every week. In four steps, what happens when someone starts looking — and acting.
Connect
It starts with read access to your cloud accounts. We see the invoice, the resources and their usage; we cannot change anything or see your customers' data. That is enough to know where the money is going — and it is the same kind of access an auditor would have.
- One cloud or several
- Read-only
- Usage and billing data
Understand
Our proprietary AI engine crosses the invoice with the real usage of each resource to separate what is needed from what is merely switched on: machines bigger than they need to be, orphaned disks, test environments nobody turned off. And it crosses spend spikes with what engineering changed that week — to answer “why did it go up?” without a meeting.
Every spend spike linked to the change that caused it.
Cost per product, team or customer, instead of a single invoice.
Act
This is the difference from a tool: the recommendation does not sit in a dashboard waiting for someone. Samax's AI turns each opportunity into a task in your team's JIRA, ClickUp or Linear, with estimated value and assessed risk, and follows the execution through until the savings show up on the bill. Samax engineers, inside your team, step in for what takes an architecture change.
10% savings in less than 48h
Long-term cost maintenance
Savings without taking production down
Every change is tested before it goes live. Our agents don't just look to the past, they predict the future and guarantee performance.
Sustain
The first cut is the easy part. The hard part is not letting the waste come back when a new service, a new team or a new customer arrives. That is why Samax stays: every week someone reviews cost and infrastructure health with your engineers; every month you get what changed and how much was saved; and leadership has a summary ready for the board.