ZephMatrix builds agents for cloud and platform operations. Agentic Cloud FinOps investigates AWS cost waste, prepares the fix, gets approval, runs the approved action, and verifies what actually changed — daily, under governance.
Our First Product
Most engineering teams waste 25–30% of their cloud budget. Dashboards tell you that — they don't fix it. ZephMatrix runs the full loop: detect, investigate, prepare the fix, get approval, run the approved action, and verify savings against a real baseline.
9
AWS cost signal categories
<10 min
to connect and get your first report
4
investigation stages, fully automated
100%
of infrastructure actions human-gated
Sample finding
EC2 / EBS snapshots · prod-tools / us-east-1
Confidence
High confidence
Why flagged
Images are older than the retention window and no active launch template references them.
Recommended action
Prepare the snapshot cleanup action and request approval before deletion.
Why This First
Cloud waste is measurable, it's painful, and the ROI of fixing it is easy to demonstrate — which made it the right place to prove that an agent could be trusted with real infrastructure access and a real approval workflow. The same loop — investigate, prepare, approve, act, verify — is what we're building toward across the rest of cloud and platform engineering.
Where We're Headed
We're built around a single pattern — an agent that investigates, prepares the next step, gets approval, runs the approved action, and verifies the result — applied to the recurring operational work that eats platform teams' time. Agentic Cloud FinOps is the first domain. We'll share what's next as it ships.
Built For
Owns internal platforms, guardrails, and shared infrastructure.
Owns AWS accounts, services, permissions, and operational controls.
Owns reliability workflows, safe changes, and recurring operations.
Owns waste reduction, accountability, and savings verification.
Connect a scoped IAM role, run the Hidden Cost Report, and see nine categories of AWS waste and savings — all before your next meeting.