AWS • GCP • AZURE • OCI • KUBERNETES • SERVERLESS & GENAI GPUS

AIPrunr Multi-Cloud & Serverless Edition

Agentless Passive Flow Log Forensics for AWS, Google Cloud Platform, Microsoft Azure, Oracle Cloud Infrastructure, EKS/GKE Kubernetes Clusters, and GenAI GPU Farms. Recover up to 40% OPEX Autonomously.

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Multi-Cloud Discovery & Inventory

Connects via secure Read-Only APIs across AWS, Azure, GCP, and OCI in under 5 minutes. Unified single-pane-of-glass inventory mapping across all global regions.

Serverless & GenAI GPU Forensics

Audits unutilized Nvidia A100/H100 GPU clusters, unindexed BigQuery full-table scans, runaway AWS Lambda concurrency spikes, and idle Cloud Run microservices.

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Native Kubernetes (EKS, GKE, AKS)

Correlates K8s pod network heartbeats with cloud node billing metrics. Identifies zombie pods and rightsizes over-allocated node pools across all environments.

Multi-Cloud Forensic Pipeline Architecture

How AIPrunr correlates billing telemetry with VPC Flow Logs to find unutilized cloud assets.

flowchart LR A[AWS / GCP / Azure / OCI] -->|Read-Only Billing API| B(AIPrunr Engine) C[VPC Flow Logs / NSG Records] -->|Passive Header Ingestion| B B -->|Passive Noise Classification| D{Traffic is Truth Engine} D -->|Active Customer Traffic| E[Active Asset - Retained] D -->|Zero Traffic > 14 Days| F[Zombie Asset - Kill Candidate] F -->|JIT Ephemeral Action| G[Automated Pruning] G -->|Instant Restoration| H[1-Click Unkill Switch]

Multi-Cloud FinOps Capabilities

💸 BigQuery & Snowflake Scan Guardrails

Detects unindexed SQL queries scanning terabytes of data repeatedly, alerting engineering leads to missing partition keys before monthly billing blowouts occur.

🧠 GenAI GPU Cluster Waste Pruning

Identifies idle H100/A100 VM instances costing up to $3.50/hr with zero active PyTorch or TensorFlow GPU compute utilization over 24-hour periods.

🌐 Cross-Cloud Egress & NAT Gateway Mapping

Maps unexpected cross-region and cross-cloud bandwidth leaks, highlighting uncompressed inter-zone traffic driving up AWS NAT Gateway or GCP Egress bills.

🛡️ Zero Egress Read-Only Security Model

Requires strictly Read-Only cloud role permissions. Deploys inside your own AWS VPC or GCP project with zero external log exports.

Start Multi-Cloud Audit → View Technical Architecture