From vSphere and bare-metal datacenters to GPU / AI endpoints, BigQuery and serverless containers, AIPrunr reads your network flow logs to find what nobody is actually using.
Includes Standard Enterprise License • Linux (x86_64)
Illustration using sample data. It shows how AIPrunr reports findings and is not a specific customer result.
A mid-sized logistics company was spending $85,000/month on AWS but couldn't identify who owned what.
They deployed the AIPrunr Appliance in their Shared Services VPC. Without installing agents on 2,000+ VMs, AIPrunr analyzed VPC Flow Logs.
Forgotten test environments, orphaned disks and oversized clusters keep running, and keep billing, long after anyone uses them.
Metric tools show low CPU, but miss servers that are "running" but serving zero business traffic.
DevOps and SecOps reject invasive agents. You need visibility without the installation headache.
Give read-only access to AWS, Azure, Google Cloud, Oracle Cloud or your datacenter platforms.
The appliance reads inventory, utilisation, billing data and flow logs.
The engine filters infrastructure noise (DNS, NTP, monitoring agents such as Splunk) to find real idleness.
Receive a "Kill List" with actionable dollar-value savings.
Curious about how we keep your data safe?
View Technical ArchitectureAIPrunr is a single read-only appliance that runs on a Linux VM inside your network. Connect your public clouds, your datacenter, or both: your licence sets the coverage, and the software is the same.
Everything you need to find waste at scale, without installing agents.
One inventory for AWS, Azure, Google Cloud, Oracle Cloud and your datacenter, each connected with read-only access.
Forensic visibility via VPC/NSG Flow Logs. Identify owners and dependencies without agents.
Combines utilisation trends with network-traffic evidence. Every finding shows its evidence and a confidence score.
Automated noise filtering. Distinguish between App traffic and Infra background noise (DNS/NTP).
For each resource, see the connections recorded in flow logs, with infrastructure noise filtered out.
See the waste in your own environment during the 14-day POC, with an ROI history that tracks savings confirmed by your bill.
CFO-ready CSV downloads for Kill Candidates, Rightsizing, and Orphaned Assets.
Catch unattached EBS volumes and disassociated Elastic IPs leaking money silently.
VMware vSphere and ESXi, Hyper-V and bare-metal servers. A datacenter-only setup needs no internet access.
After you remove a resource, AIPrunr checks your bill to confirm it really stopped costing money.
Find idle GPU and AI endpoints (Vertex AI, SageMaker) and see what your BigQuery jobs really cost.
Traditional tools from Legacy Giants and Cloud Natives share a fatal flaw: they rely on Billing Tags. If an asset isn't tagged, it's invisible. If it's tagged but idle, they call it active. AIPrunr uses VPC Flow Forensics to identify resources based on actual heartbeats. We don't look for tags; we look for life.
| Capability Matrix | Cloud Natives | Legacy Giants | Modern FinOps |
AIPrunr
Forensic Gen
|
|---|---|---|---|---|
|
Architecture
Agentless Deployment
Sidecars or workload agents?
|
Native
|
Varies
|
API
|
Agentless
|
|
Discovery
"Dirty Tag" Forensics
Untagged resource discovery.
|
Tag-Based
|
Basic
|
Policy
|
Flow Mapping
|
|
Intelligence
Primary Truth Source
Origin of data intelligence.
|
Internal Billing
|
Billing APIs
|
Cost Metadata
|
VPC Flow Records
|
|
Security
Privacy Perimeter
Data residency & egress risk.
|
Native
|
SaaS Egress
|
SaaS Egress
|
Secure Appliance
|
|
Action
Bill-Verified Savings
Confirms from the bill that removed assets stopped costing money.
|
Manual
|
Advisory Only
|
Manual
|
Bill-Verified
|
|
Scope
Datacenter & On-Prem
VMware vSphere & bare-metal support.
|
Cloud Only
|
Varies
|
Cloud Only
|
vSphere & Bare-Metal
|
|
AI & Data
GPU, AI & BigQuery
Idle GPU / AI endpoints and BigQuery job costs.
|
Basic Usage
|
None
|
Metadata Only
|
Idle Endpoints & Job Costs
|
"Legacy tools cost more in engineer hours than they save in cloud bills. AIPrunr's agentless forensics shows the evidence for every finding."
Run AIPrunr against your own cloud or datacenter for 14 days, read-only. Tell us a little about your environment and we will agree the scope with you before anything is installed.
No per-host penalties. Kubernetes and every detection feature are included as standard.
Measure the dollar value of idle resources in your own environment.
Continuous, read-only waste detection across your whole estate.
For service providers and large groups running AIPrunr across several sites or customers.
Remediation services (on request): scheduled shutdowns, query cost guardrails and assisted clean-up of identified waste, delivered as a separate engagement under your change control. The AIPrunr appliance itself is read-only and never changes your resources. Ask us →
Looking for MSP or Partner Custom Pricing? Contact our Enterprise Solutions Team for specialized multi-account deployment packages. Contact Enterprise Team →
Deploy the AIPrunr appliance on a Linux VM inside your own network.
No credit card required.
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