The CFO building a second set of books that never sleeps

Luke Pritchett at PEX is designing a parallel accounting layer that runs autonomously alongside the official ledger. The approach raises practical questions about data architecture that most mid-market companies have yet to answer.

When your AI agent knows everything but understands nothing

We have spent the last quarter placing data architects and ML engineers into roles where the spec keeps changing. Companies are realising their AI systems can retrieve information but cannot act on it with judgement. The roles now require someone who can design constraints around autonomous action.