Framework

The Broken System Accelerator

AI applied to a dysfunctional system does not fix the dysfunction — it makes the system break faster. Before deploying AI, audit the entire ecosystem around the problem and understand what amplifying it would produce.

How it works

  1. 1External pressure to 'use AI' pushes founders to plug it into systems that are already broken.
  2. 2The result is not improvement — it is faster failure, more visible bottlenecks, and amplified dysfunction.
  3. 3The upstream question: if this workflow ran at twice the speed, what would break? Who gets hurt? What errors compound?
  4. 4AI amplifies the system it sits inside — make sure that system is worth amplifying before building on it.
  5. 5Alyssa observed this pattern acutely in healthcare, where broken workflows plus AI pressure is a high-stakes combination.

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