PYXIS3 is the autonomous AI that runs your cloud and data-center infrastructure. It connects to your accounts and the resources inside them, acts within your guardrails to keep the estate clean, right-sized, resilient, secure, and under control, for one predictable subscription priced on the infrastructure it manages.
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In practice
Connects to your accounts and inventories every instance, disk, snapshot, IP, load balancer, database, and reservation, with its usage, tags, and owner.
A learned baseline flags a deviation the moment it starts and traces it to the exact resource behind it.
A plan ordered by impact and risk across cost, capacity, reliability, security, and governance, so the highest-value, lowest-risk change runs first.
It retires, schedules, rightsizes, reinforces, hardens, and enforces policy on the resources directly, inside your guardrails, then verifies each change. No change windows, no manual work.
Continuous rightsizing, scheduling, and cleanup, plus reinforcing workloads running hot, closing exposures, and enforcing policy, never a one-off sprint.
Savings plans and reserved capacity sized and maintained against your steady baseline.
Forecasts ahead of the invoice, with policy enforced before an overrun lands, not explained after it.
Each decision and action is logged, attributed, and explained in plain language. Fully auditable.
Solutions
Instances and VMs running far below their allocation are moved to a smaller, cheaper size that still clears their real peak, with the headroom you define. The workload keeps running; the bill drops.
Dev, test, and staging are stopped on nights and weekends and brought back before the team logs on. Idle hours nobody uses simply stop being billed.
Stopped-but-billed, forgotten, and zero-traffic instances are confirmed truly unused, then removed across every account and region, and reversed on request.
Cold objects move to lower-cost tiers, unattached volumes and aged snapshots are cleared, and lifecycle gaps are closed, so you stop paying hot-tier rates for data nobody reads.
Unused load balancers, unattached IP addresses, and idle NAT gateways are removed, and avoidable cross-zone and egress paths are flagged, so traffic you do not need stops carrying a charge.
Over-sized managed database and cache instances are resized to their real load, idle clusters are paused, and stale read replicas, snapshots, and backups are cleaned up.
Security & control
Immediately before every change, PYXIS3 re-verifies the resource against the baseline learned from your own usage, and holds anything that no longer looks safe.
A per-pass limit on how many changes run at once, and a per-change spending ceiling above which everything routes to you for approval.
Set hours when no autonomous change runs at all, for business hours, peak traffic, or a release freeze. The agent simply waits.
Every reversible change is captured with the state to undo it. Reverse any one from the change ledger and the saving unwinds with it.
Preview the exact next pass before it happens: what it would change, what it would save, and what it is holding back, with nothing executed.
Only a workspace owner can enable autonomous mode or widen its scope. Everyone else sees the guardrails and history, read-only.
Every action is logged, attributed, and explained, before and after, so no change happens that you cannot see, trace, or reverse.
Least-privilege access to only the accounts you connect, revocable at any time, with all data encrypted in transit and nothing leaving where it lives.
Connects to your stack
Pricing
It connects to your cloud and data-center accounts and the resources inside them across AWS, Google Cloud, Azure, VMware, Nutanix, and on-prem, then operates them within your guardrails. It retires idle and orphaned resources, schedules non-production off outside working hours, rightsizes over-provisioned compute and databases, sizes and maintains commitments, reinforces resources running too hot before they fail, closes risky public exposure, detects and remediates anomalies, and forecasts and enforces budgets and policy. You set the strategy and the limits; it does the work and accounts for everything it does.
It is broader. PYXIS3 is autonomous infrastructure operations: it operates the resources directly across cloud, data center, and on-prem. Cost is the outcome it is measured on, but the same actions keep capacity right-sized, improve reliability, harden security posture, and enforce governance, and they take the manual resource tuning off your platform and DevOps teams. It does not replace your CI/CD, security, or incident tooling; it runs the resource and cost layer beneath them.
It acts on the infrastructure. A dashboard reads your bill and leaves the work to you. PYXIS3 sees the actual resources, every instance, disk, snapshot, IP, load balancer, database, and reservation, and changes them directly inside your policy: it stops, resizes, retires, and re-tiers. The billing data tells it where the waste is; the resource access lets it remove it.
It acts. Reversible, lower-risk changes such as idle cleanup, off-hours scheduling, and in-threshold rightsizing run automatically inside the limits you define. Higher-impact moves such as multi-year commitments are prepared, costed, and sent to you for one-click approval. You decide where that line sits, and nothing crosses it without your authorization.
Every action runs inside the guardrails you set: a per-change ceiling, a blast-radius cap on how many changes run in a single pass, and a change-freeze window when nothing autonomous runs at all. Immediately before each change, PYXIS3 re-checks the resource against the baseline learned from your own usage and holds anything that no longer looks safe. You can preview the exact next pass as a dry run before it happens, every change is logged and explained, and reversible ones can be undone in one click. No change happens that you cannot see, trace, or reverse.
You grant a scoped, read-first role and add your accounts. That role gives PYXIS3 visibility into your resources and billing; writes happen only through the changes you authorize. Your data stays where it lives, so there is no pipeline to build. It starts analyzing within minutes and delivers its first optimization plan the same day. You then widen its authority to act at the pace you choose.