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Senior SaaS Product Manager Explains Why Established System of Record Companies Are Vulnerable to AI Disruption

By

throwawaypm123

3mo ago· 3 min readenInsight

Summary

A senior product manager at a major system of record SaaS company shares a contrarian perspective on AI's impact on B2B SaaS, arguing that despite the common belief that established companies are safe, they are actually vulnerable to disruption. The author explains that while system of record companies have historically been stable businesses with predictable revenue, they face fundamental challenges from AI-driven competitors who can offer better user experiences, faster innovation, and lower costs. The post details how incumbents are constrained by technical debt, organizational inertia, and the need to maintain existing revenue streams, making it difficult to adapt to the AI revolution.

Key quotes

· 5 pulled
BigCo SoRs, differences aside, have historically been a good, low-drama way to make a living in tech. RSUs, ~40-hour weeks, generally smart colleagues, and real problems to solve.
The problem is that AI isn't just another feature. It's a fundamental shift in how software gets built and consumed.
Our technical debt is measured in decades, not years. Our codebases are so complex that even simple changes take months.
The new AI-native companies are building from scratch with modern architectures, no legacy constraints, and can iterate at a pace we can't match.
We're not going to die tomorrow, but we're definitely cooked. The decline will be slow, but it's inevitable.
Snippet from the RSS feed
I found myself disagreeing with almost all of the comments on the “AI Is Killing B2B SaaS” thread [1], based on my perspective as a senior PM (~20 years in SaaS) at a massive system of record (SoR) company in California. We’re still cooked. Throwaway for

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