/////DETECTOR CATALOG
[378 INVARIANTS]
378 MULTI-CLOUD & AI DETECTORS
Deterministic Cost Leak Detector Catalog
Every detector executes verified high-precision deterministic rules engineered for AWS, Azure, GCP, Kubernetes, and AI workloads.
ACTIVE INVARIANTS
378
100% Deterministic Rules
HEURISTIC ERROR
0.0%
Zero Statistical Guesswork
SECURITY BOUNDARY
100% Read-Only
Zero Write / Delete Permissions
MULTI-CLOUD PLANES
5 Clouds
AWS · Azure · GCP · K8s · AI
The 7-Layer Causality Taxonomy Matrix
Interactive sample catalog: Filter across multi-cloud root causes from immediate surface waste down to autonomous rightsizing.
Ecosystem:
DET-AWS-EC2-001 // ACTIVE INSPECTION
Overprovisioned Graviton Workload
AWSHIGH SEVERITY
Mathematical Invariant Formula
P99(CPUUtilization) < 15% AND Max(MemoryUsed) < 25% over 14dRequired Read-Only IAM Privileges
ec2:DescribeInstancescloudwatch:GetMetricData
AWSHIGH
DET-AWS-EC2-001
Overprovisioned Graviton Workload
Detects Graviton/x86 compute shapes whose peak 14-day CPU and RAM demand never cross 25% allocation ceiling.
Amazon EC2Inspect
AWSCRITICAL
DET-AWS-EBS-002
Unattached gp3 / io2 Block Volumes
Identifies orphaned SSD volumes left behind after instance termination, silently accruing provisioned IOPS billing.
Amazon EBSInspect
AWSCRITICAL
DET-AWS-SP-003
Unallocated Compute Savings Plans
Quantifies unabsorbed hourly commitments across flexible compute pools, generating swap and arbitrage directives.
Savings PlansInspect
AzureHIGH
DET-AZURE-VM-004
Deallocated Azure VM Storage Leak
Flags stopped Azure virtual machines whose high-throughput premium managed OS and data disks continue accruing costs.
Virtual MachinesInspect
GCPHIGH
DET-GCP-CUD-005
Underutilized GCP Flexible CUDs
Surfaces unutilized Google Cloud Committed Use Discounts across N2/C2 machine families before commitment expiration.
Compute EngineInspect
K8sHIGH
DET-K8S-REQ-006
Stranded Container Request Drift
Evaluates pod CPU and memory requests against observed container runtimes to reclaim stranded node capacity.
Kubernetes NativeInspect
AICRITICAL
DET-AI-VRAM-007
Dormant H100 / A100 GPU VRAM Allocation
Pinpoints high-cost accelerator instances holding reserved VRAM for cold LLM inference weights without active token generation.
AI FinOps & ClustersInspect
AWSMEDIUM
DET-AWS-S3-008
Un-tiered Standard Storage Objects
Detects petabyte-scale immutable telemetry buckets lacking Intelligent-Tiering transition policies.
Amazon S3Inspect
AWSHIGH
DET-AWS-NAT-009
Cross-AZ Public IP Egress Arbitrage
Pinpoints microservices communicating across availability zones through public IPs rather than private VPC endpoints.
VPC & NetworkingInspect
OCILOW
DET-OCI-VNIC-010
Dormant Secondary OCI VNIC Interfaces
Identifies secondary virtual network interface cards on Oracle Cloud compute instances with zero byte transit.
OCI NetworkingInspect
Deterministic AST Evaluation
Detectors run compile-time AST and metric calculus. There is zero heuristic extrapolation or LLM hallucination in cost leak detection.
100% Read-Only Sovereign Air-Gap
Ingestion uses short-lived STS / Workload Identity sessions with strict ReadOnly IAM boundaries. Your cloud assets cannot be mutated during discovery.
AI FinOps & Cluster Compaction
Native inspection into GPU VRAM allocations, FP8 KV cache utilization, and idle reserved capacity across AWS, Azure, GCP, and Kubernetes.
Export Complete Multi-Cloud Detector Registry
Download the raw JSON definition file covering all 378 verified cost detectors with mathematical formulas and IAM specifications.