ENGINEERING WORKBENCH.
FIELD UTILITIES.
DETERMINISTIC TOOLS FOR A NON-DETERMINISTIC CLOUD.
Technical Utility Mandate
Hybrid-cloud architecture often fails at the “missing links”—the translation layers between legacy stacks and modern sovereign platforms. Our Engineering Workbench provides specialized, browser-side utilities designed to solve specific Day-2 operational hurdles.
From VMware-to-Nutanix TCO modeling to egress cost forecasting and firewall logic translation, these tools prioritize deterministic outcomes over vendor estimates. Built by engineers, for the field.
“Logic is the only universal API.”
HCI Migration Advisor
Automated readiness checks for vSphere to AHV migrations. Detects ISOs, snapshots, and hardware compatibility instantly.
HCI Migration Advisor Guide → Launch AdvisorVMware Core Calculator
Audit your VVF or VCF licensed core footprint. Applies the 16-core billing floor automatically and surfaces ghost core exposure and vSAN entitlement overages.
Step 1 — Footprint Audit Guide → Launch CalculatorVMware Licensing Cost Model
Project your VVF or VCF renewal cost across three years. Low, Mid, and High contract scenarios with renewal escalation, cost delta vs legacy, cost per VM, and architecture signals.
Step 2 — Cost Projection Guide → Launch Cost ModelVMware Renewal Estimator
Calculate your Broadcom impact and size your escape to Nutanix.
Launch V2N SizerAura Ops Utility
Correlate Pure FlashArray telemetry with Nutanix AOS snapshot policies to predict and prevent storage drift outages.
Launch UtilityMetro Latency Scout
Validate RTT thresholds for Nutanix Metro Availability stability.
Metro Latency Scout Guide → Launch ToolNSX-T to Flow Translator
Map VMware NSX-T firewall logic to Nutanix Flow instantly.
NSX-T to Flow Migration Guide → Launch ToolAzure PE Checker
Stateless auditor for Azure Private Endpoints. Detects recursive DNS loops and subnet exhaustion instantly.
Azure Private Endpoint Breakdown → Launch CheckerCloud Egress Calculator
Model true data movement costs out of AWS, Azure, and GCP.
Launch ToolRefactoring Cliff Calculator
Identify the TCO tipping point for Low-Code vs. Serverless.
Governing Enterprise LCNC: Shadow Architecture Guide → Launch ToolCloud Restore Calculator
Estimate egress fees and transfer times across major CSPs.
Launch ToolVeeam Storage Estimator
Calculate capacity for ransomware-proof GFS retention.
Launch ToolRubrik TCO Calculator
Benchmark TCO for Rubrik Security Cloud appliance vs. native.
Launch ToolOpenTofu Readiness Bridge
Audit HCL configurations for BSL-divergence and migration templates.
OpenTofu Migration Guide → Launch BridgeSovereign Drift Auditor
Audit Terraform plan.json for non-sovereign drift and unencrypted storage.
Sovereign Drift IaC Guide → Launch AuditorTerraform Lag Tracker
Track delays between Cloud API releases and Terraform support.
Launch ToolAI Ceph Throughput Calculator
Estimate aggregate bandwidth, Ceph node counts, and Erasure Coding overhead for AI Training Clusters.
AI Ceph Throughput Calculator Breakdown → Launch CalculatorAI Gravity & Placement Engine
Calculate Token TCO for Llama 3 70B (BF16) across AWS, GCP, CoreWeave, Lambda, Nutanix, and Cisco. Data Gravity scoring, OpEx Adder, Sovereign Mode, and placement verdict with Architect Tip.
AI Gravity & Placement Engine Guide → Launch EngineMissing a Tool in Your Stack?
We specialize in building the “missing links” for Nutanix, Cisco UCS, and Hybrid Cloud environments. If you have a complex calculation or a repetitive troubleshooting workflow, let us automate it.
Submit a Tool Request