Vibe Coding SaaS Risk & Displacement Analyzer

Analyze enterprise seat compression, prompt micro-app TCO, and incumbent SaaS moat resilience

Baseline SaaS Spend
$377,000
465 total seats across 4 tools
Spend at Vibe Risk
$129,000
34.2% of recurring ARR
Net Annual Savings
$100,600
After $28,400 vibe infra & maintenance
Retention Moat Index
62.5 / 100
Top threat: Commodity Workflow
Enterprise Stack Vulnerability Matrix 4 Line Items
Tool / Workflow Category Seats Annual Rate Spend Threat Action
Add / Evaluate Custom Software Line Item
D3 Prompt Displacement vs Moat Quadrant Vibe Attack Surface
TCO & Maintenance Decay Simulator
AI Engineer Leverage Factor 1.2x prompt velocity
Maintenance & Token Burn Decay Rate 22% annual overhead
SaaS Displaced ARR
$129,000
Vibe Build & Serverless TCO
-$28,400
Projected Annual Net Savings
+$100,600
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