Product area

Find opportunities

Identify opportunities and understand the evidence behind them.

01Explainable findingsReview each opportunity with rule, estimate, confidence, risk and evidence.Available 02Cost anomaliesExplain unexpected change against a trailing baseline.Available 03Rightsizing & idle resourcesMatch resources to observed demand and identify idle capacity.Available 04Commitments & MACCTrack coverage, reservable baseline and committed-spend progress.Available 05Commitment AutopilotPropose, approve and track a coverage plan.Available 06Off-hours schedulingSchedule eligible dev and test VMs around working hours.Available 07KubernetesUnderstand node-pool, autoscaling, Spot and GPU efficiency.Available 08AI usage optimisationReview AI advisories, model-switch estimates and ghost seats.Available

Back to Find opportunities

Capability

Kubernetes

Available

Understand node-pool, autoscaling, Spot and GPU efficiency.

The problem

Cluster cost is difficult to connect to node configuration and workload demand.

How finoX addresses it

finoX analyses AKS directly and supports EKS, GKE and self-managed clusters through an in-cluster agent.

Why it matters

Platform teams can target node-pool and workload changes with shared evidence.

Visual

AKS / Kubernetes — finoX product screen — finoX product · demo tenant · captured 29 Sep 2026 · Real product screen