The SaaS Expansion Map — The Software That Agents Expand — Interactive Tool

The SaaS Destruction Map was Chapter 1: What Dies. This is Chapter 2: What Compounds.

The same force that kills one layer of software makes another layer structurally more valuable. Every AI agent that replaces a human worker still needs data infrastructure — as explored in the economics of AI compute infrastructure — to query, security to authenticate, observability to monitor, identity to authorize, and compliance to audit. Agents don’t reduce these needs. They multiply them.

This interactive tool maps 18 companies across 5 expansion categories, with the 4 compounding loops that drive infrastructure demand. Click any company for deep-dive analysis including loop exposure scores, pricing model, and expansion thesis.

The four compounding loops:

• Data Gravity Multiplier — Agents query thousands of times per hour vs. humans checking dashboards once a day
• Attack Surface Expansion — Every agent-to-agent connection is a new vulnerability to secure
• Observability Imperative — Less human involvement = more monitoring required
• Identity & Compliance Cascade — Every agent needs identity, permissions, audit trails — net-new value

Based on the analysis from The SaaS Destruction Map (Chapter 1).

FourWeekMBA · The Business Engineer · February 2026