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I could not answer a simple question about my own company: which growth path was the right one. Nobody could sell me the answer. That gap is the company.
Every company has a system that seven people know how to use. That knowledge is the reason most automation stalls, and it is the thing an agent has to be given before it can be trusted with anything.
Your law firm is not slow to go AI-native because it lacks talent. It is slow because going AI-native requires the partners to vote for a smaller cheque.
Most AI memory is a pile of text fetched by resemblance. If software is going to spend your budget, memory has to be something the system can compute with, not something it has to re-read.
A reasoning engine is fast because it holds everything in memory, which means it cannot hold much. The trick is to stop shipping it data and start shipping it answers.