Should We Trust AI Software Companies' Numbers?

A well-known investor, Michael Burry – famous for predicting the 2008 financial crisis – is once again stirring the pot, this time with a prominent AI software company called Palantir. He's suggesting that Palantir's financial reports look more like those of a consulting firm than a typical software company. This might sound like finance jargon, but it touches on something important for anyone interested in the AI boom.

Traditionally, software companies develop a product once and then sell many copies, leading to high-profit margins and predictable growth. Consulting firms, on the other hand, earn their money by providing services, which often means charging for people's time and customised work. The distinction matters because investors tend to value pure software companies much higher.

Burry's argument isn't necessarily that Palantir is doing anything wrong, but rather that how they present their income – focusing heavily on custom services and client-specific work – might paint a different picture than a company selling a ready-made software product off the shelf. This could suggest they need to invest more in individual client relationships rather than simply scaling their core technology.

For everyday Australians and small business owners, this highlights a key question in the fast-growing AI sector: Are these flashy AI companies genuinely building powerful, scalable tools that anyone can use, or are they providing bespoke (meaning custom-made) solutions that are costly and specific to big clients? It's a reminder to look past the buzzwords and understand what an 'AI company' is truly selling – a product, or a service.