From Datacenter vSphere & Bare-Metal to GenAI GPUs, BigQuery Scans, and Serverless Containers, AIPrunr reads your network flow logs to find what nobody is actually using.
Includes Standard Enterprise License • Linux (x86_64) & Mac (Intel/Silicon)
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.
Provide a Read-Only Role for AWS, Azure, or GCP.
We pull API metadata and VPC/NSG Flow Logs.
Our Heuristic Engine filters noise (DNS, Splunk) to find true idleness.
Receive a "Kill List" with actionable dollar-value savings.
Curious about how we keep your data safe?
View Technical ArchitectureWhether operating inside Air-Gapped Enterprise Datacenters or Multi-Cloud Environments, AIPrunr finds waste from the traffic itself, not from CPU averages.
The most advanced agentless cloud optimization engine ever built. Everything you need to eliminate waste at scale.
Unified inventory for AWS, Azure, GCP, & On-Prem via a single secure SSO connection.
Forensic visibility via VPC/NSG Flow Logs. Identify owners and dependencies without agents.
99%+ safe-to-kill accuracy by merging 30-day metric trends with 24-hr forensic audits.
Automated noise filtering. Distinguish between App traffic and Infra background noise (DNS/NTP).
Live, interactive dependency mapping. Visualize how your services are connected in real-time.
Prove value in 24 hours. Our engine projects >1000x return relative to visibility cost.
CFO-ready CSV downloads for Kill Candidates, Rightsizing, and Orphaned Assets.
Catch unattached EBS volumes and disassociated Elastic IPs leaking money silently.
Zero-management deployment via AWS Lambda & Azure Functions. Ideal for global scale.
Native support for VMware vSphere, ESXi clusters, & air-gapped bare-metal datacenters with zero egress.
De-provision idle workloads with JIT ephemeral credentials, plus instant 1-click Unkill restoration.
Detect unutilized A100/H100 GPU clusters and unindexed BigQuery full-table scans burning OPEX.
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
One-Click Pruning
Verified removal of dead assets.
|
Manual
|
Advisory Only
|
Manual
|
Verified Pruning
|
|
Scope
Datacenter & On-Prem
VMware vSphere & bare-metal support.
|
Cloud Only
|
Heavy Agents
|
Cloud Only
|
vSphere & Bare-Metal
|
|
Safety
JIT Ephemeral Unkill
1-Click instant workload restoration.
|
None
|
None
|
None
|
JIT Kill / Unkill
|
|
AI & Data
GPU & Query Forensics
A100/H100 & BigQuery scan audit.
|
Basic Usage
|
None
|
Metadata Only
|
GPU & Scan Proof
|
"Legacy tools cost more in engineer hours than they save in cloud bills. AIPrunr's agentless forensics provides the truth in minutes."
Real-time visibility into AWS, Azure, GCP, OCI, and On-Prem assets in a single unified dashboard.
Get up and running in under 5 minutes with our automated Graphical Setup Wizard.
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. Native Kubernetes & all 14 waste-detection modules included as standard.
Measure the dollar value of idle resources in your own environment.
Continuous 24/7 Waste Prevention & Ephemeral Remediation Suite.
Engineered for Managed Security Providers & Large Enterprise Groups.
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 in your environment in under 15 minutes.
Deploy the Standard Edition. No credit card required.
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