News & Insights
News & Insights
Field notes on putting a business on one system, automating the busywork, and making old data useful. Written from the work, not the whiteboard.

From a legacy ERP to an AI-ready model
Your history isn't useless — it's just trapped in a shape no AI can read. Getting it out is a data problem, not a model problem.
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Confident and wrong
A general AI will answer anything about your business — fluently, and often wrong. Grounding it in your own data is what makes it useful.
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