cloudedjudgement.substack.com · 2025-12-19 · 167d

Clouded Judgement: Systems of Record and the Battle for the AI Front Door

The article argues that legacy enterprise systems of record (Salesforce, Workday, ServiceNow) will remain important but may lose control of the primary user interface as AI agents create a new front door, similar to how Online Travel Agencies captured value from Global Distribution Systems while relying on their underlying infrastructure. The critical question is whether legacy SaaS vendors can innovate to own the agentic interface or whether they become lower-margin infrastructure layers beneath new platforms.

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Metrics in this report

CAC Payback Period

36months

median

Public SaaS companies

EV/NTM Revenue Multiple (High Growth >22%)

13.8times

median

Public SaaS companies with NTM growth >22%

EV/NTM Revenue Multiple (Low Growth <15%)

3.7times

median

Public SaaS companies with NTM growth <15%

EV/NTM Revenue Multiple (Mid Growth 15-22%)

7.6times

median

Public SaaS companies with NTM growth 15-22%

EV/NTM Revenue Multiple (Overall)

4.6times

median

Public SaaS companies

EV/NTM Revenue Multiple (Top 10)

20.9times

median

Top 10 highest-valued SaaS companies

Free Cash Flow Margin

19percent

median

Public SaaS companies

G&A Expense

15percent

median

Public SaaS companies as % of revenue

Gross Margin

76percent

median

Public SaaS companies

LTM Revenue Growth Rate

13percent

median

Public SaaS companies

NTM Revenue Growth Rate

12percent

median

Public SaaS companies

Net Dollar Retention

108percent

median

Public SaaS companies

Operating Margin

-1percent

median

Public SaaS companies

R&D Expense

23percent

median

Public SaaS companies as % of revenue

Sales & Marketing Expense

37percent

median

Public SaaS companies as % of revenue