SPARK Architecture Modernization Studio Rapid Insights Engine
Google Cloud EMEA OCE • Automated Discovery, 6R Strategy & Financial Scenario Modeling
🎨 Background:
Step 1 • Automated Infrastructure Discovery Ingestion

Please Load Your Infrastructure Discovery File to Begin

Upload a discovery export file below to automatically analyze OS End-of-Support exposure, detect Zombie VMs (<5% CPU), calculate compute right-sizing, and generate your customer's modernization report on Tab 2.

📄 Required File Type & Format Specifications:
  • Required File Format: .CSV (Comma-Separated Values) or .TXT (UTF-8 encoded, up to 10 MB).
  • Supported Discovery Tools: VMware RVTools (vInfo / vCPU export), Google Cloud Migration Center (Server Asset CSV), DrMigrate, or standard server inventory spreadsheets.
  • Required CSV Columns: VM_Name, Application, OS_Version, vCPU, Memory_GB, Storage_TB, CPU_P95_Pct, Environment, Database_Engine, Software_Stack, Annual_Cost_USD
📁
Click to Select a .CSV or .TXT Discovery File, or Drag & Drop Here
No file loaded yet — select a local .csv / .txt export or click "Load Sample Discovery File" above.
Customer Profile & Assessment Scope (Tab 2)

Customer Estate Overview

Prepared: August 05, 2026

Loading Rapid Insights telemetry...

Environment: VMware vSphere / GCVE Hybrid Target Region: me-central1 (Doha) Compliance: Qatar NIA, ISO 27001
DISCOVERED ESTATE FOOTPRINT 99% App Mapped
538 Virtual Servers
110 Applications • 3,625 Cores • 11.0 TB RAM • 595.9 TB Storage
OPTIMIZED ANNUAL RUN-RATE -70.9% TCO Reduction
$931,466 / yr
Down from $3,200,000/yr As-Is Baseline ($2.27M/yr Savings)
RIGHT-SIZING & ZOMBIE WATCHLIST 54 Zombie VMs (<5% CPU)
374 Over-provisioned
70% VMs <30% CPU • Cores -68% (3,625 → 1,150) • RAM -80%
OS LIFECYCLE & WAF POSTURE 292 EOS OS Servers (54%)
68% WAF Score
36 EOL Tech Products • 100 Gbps GCVE-GCE Shared VPC Ready

Rapid Insights Estate Overview (Slide 3 Executive Deck)

Comprehensive 4-pillar summary across Servers & Apps, Resource Utilization, Technology Lifecycle Risk, and Modernization Opportunities.

538 Virtual Servers • 100% Powered On

Infrastructure Right-Sizing: Before vs. After Optimization (Slide 9)

85% Rehost Optimization Savings

Right-sizing 374 over-provisioned servers (<30% CPU) and retiring 54 zombie servers (<5% CPU) dramatically compresses compute and memory footprints while upgrading storage to 100% Google Cloud Hyperdisk.

Operating System Support Lifecycle Timeline (Slide 7–8)

44 distinct OS versions discovered. 292 servers (54%) run Out-of-Support or near-EOL operating systems requiring automated M4CE OS upgrade or Cloud SQL/GKE replatforming.

Operating System Version Server Count Support Status End of Support Date

Network Telemetry & East-West Connection Inspector (Slide 42)

Discovered TCP/UDP process flows, cross-wave latency dependencies, and internet-exposed jump hosts requiring Identity-Aware Proxy (IAP).

100 Gbps GCVE ↔ GCE Native Shared VPC
Source Server / Workload Source IP Destination Workload Destination IP Port / Protocol Active Process Architectural Risk & Remediation

Pattern Recognition & Technology Sprawl Consolidation (Slide 11–20)

95 unique software products discovered across 696 installations in 5 technology domains, with AI-prescribed Google Cloud consolidation targets.

Workload Portfolio & Interactive 6R Treatment Engine

Click any workload name to launch the Slide 5 Per-Application Deep-Dive Modal, or override its 6R strategy below to recalculate live TCO.

Click Application Name for Slide 5 Deep-Dive
Application / Workload Group Source Stack & OS Footprint P95 CPU & EOL Risk 6R Strategy (Interactive) Target Google Cloud Service Target Run-Rate & Savings

Database Estate Modernization & Sankey Pathways (Slide 21–27)

58 database servers discovered across 5 RDBMS engines (SQL Server, MySQL, PostgreSQL, IBM DB2, Oracle 19c). Inspect version support risk and AI conversion pathways to Cloud SQL and AlloyDB.

Database Migration Service (DMS) + AI Schema Conversion

Database Target Cost Breakdown Matrix by Engine (Slide 27)

Detailed annual Google Cloud run-rate breakdown across Compute, Hyperdisk Storage, and Software Assurance BYOL / License Mobility.

Database Engine Discovered Servers Out-of-Support (EOL) Annual Compute ($) Hyperdisk Storage ($) Licensing / BYOL SA ($) Total Annual Run-Rate ($)

Interactive Cost Model Configuration & Scenario Comparison (Slide 28–35)

Adjust commercial cloud levers (3-Year CUDs, Non-Prod 175 hrs/mo weekday scheduling, and Microsoft Oct-2019 Software Assurance BYOL) to compare Scenario 1 vs. Scenario 2 live.

175 hrs (76% savings) 365 hrs (50%) 730 hrs (24/7)
Apply SQL Server SA & Sole-Tenant BYOL

Microsoft Oct-2019 Licensing Rules on Google Cloud (Slide 33)

  • SQL Server License Mobility (43 VMs): Active Software Assurance (SA) allows 100% BYOL mobility to Google Compute Engine or Cloud SQL for SQL Server at $0 Google license fee. Saves $320K/yr
  • Windows Server Sole-Tenant BYOL: Pre-Oct 2019 licenses or active EA enrollments qualify for BYOL on dedicated Google Cloud Sole-Tenant Nodes. Sole-Tenant Eligible
  • Windows Server 2008 R2 / 2012 R2 EOS (65 VMs): Automated in-place OS upgrade to Windows Server 2019/2022 during replication via Migrate for Compute Engine (M4CE). Automated Upgrade

Why Google Cloud: GCVE + Native GCE Shared VPC (Slide 39)

  • 100 Gbps East-West Bandwidth: Dedicated ultra-low-latency interconnect between VMware vSphere on GCVE and native GCE/GKE/BigQuery. 100 Gbps Fabric
  • Zero-Hop Shared VPC: VMware workloads access Cloud SQL, AlloyDB, and Vertex AI natively over private RFC1918 subnets without NAT gateways. Zero Egress Penalty
  • Net Carbon Footprint Impact: Google Cloud Doha/Frankfurt regions operate with high CFE% and 1.10 PUE, eliminating 1,110.5 Tons CO2e/yr. -86% CO2e

Dependency-Aware Execution Waves, WAF Audit & AI Advisor (Slide 43–44)

Sequenced migration roadmap, 5-pillar Google Cloud Well-Architected Framework scorecard, and grounded natural-language Q&A advisor.

SPARK Grounded AI Modernization Advisor (Slide 44)

Ask natural-language questions about Microsoft BYOL licensing, database consolidation pathways, GCVE vs. GCE networking, or quick-win savings.

Grounded on Active Estate Telemetry

Google Cloud Well-Architected Framework (WAF) Scorecard

Click "Apply AI Remediation" on any warning control to simulate architectural remediation and update the compliance score.

Overall Compliance: 68%