Adding AI to a product that works well is straightforward. Adding it to one that is not ready produces a demo that falls apart in front of real users. Five things have to be true first — and the model is not one of them.
A legacy CMS rarely fails outright — it ages, until every change is slow and risky and the security updates have stopped. How to replatform off it without losing the search traffic you spent years earning.
Legacy software can be modernised in place, incrementally, while it keeps running and earning the whole time. No big-bang switchover, no frozen roadmap — here is the approach, step by step.
A full rewrite is the most appealing idea in software, and one of the most dangerous. Refactoring is less exciting and far more likely to succeed. Here is how to tell which one your situation actually calls for.