AI is now a feature of every enterprise software pitch, ERP included. The promise is appealing: the system will summarise, predict, surface insight, and answer questions in plain language. For a business whose ERP is not working well, it is especially appealing, because it sounds like a way to finally get value out of a system that has been disappointing. In our opinion that hope is misplaced. AI does not fix a bad ERP. It inherits its problems and runs faster.
AI is downstream of the data, like everything else
An AI feature, whatever it does, works on the data the system holds. It summarises that data, finds patterns in it, answers questions from it. This makes it subject to exactly the same rule as a report: its output is only as good as the data underneath. Point a capable AI feature at inconsistent, incomplete, worked-around data and it will produce a fluent, confident, well-presented answer that is wrong. The fluency is the new part. The wrongness is not.
Confidence is the dangerous part
A traditional bad report at least looks like a report. People know to be a little skeptical of it, to reconcile it, to ask where the number came from. An AI answer arrives in plain language, phrased with assurance, with the texture of something that has reasoned. That presentation earns a level of trust the underlying data has not earned. AI does not just pass bad data through; it dresses it up. An organisation that did not fully trust its reports may find itself trusting its AI, on the very same data, for no better reason than that the AI sounds surer.
The prerequisites have not changed
The unglamorous work that a good ERP has always required is exactly the work AI does not remove:
- Data that is consistent, complete, and entered the same way every time.
- Process that has actually been decided, so the system reflects one way of working rather than several.
- Governance: an owner, a change discipline, a validation loop.
Do this work and AI has something real to operate on, and it can genuinely help. Skip it and AI has nothing solid underneath it. The order is not negotiable, and AI does not let you reorder it.
The position, stated plainly
AI is a real capability and, on a well-run system, a genuinely useful one. It is not a shortcut around the work of running a system well. A business hoping AI will compensate for bad data and undecided process is hoping to skip the foundation and start at the roof. The ERP fundamentals come first. AI is something you earn by getting them right, not a substitute for getting them right.