
AI Software Development Company: How to Choose in 2026
Here is the thing most buyers find out the hard way: the hardest part of hiring an AI software development company is not finding one. It is figuring out which ones have actually shipped production systems versus which ones have shipped polished demos to buyers who then spent six months rebuilding everything internally. The market expanded faster than the talent pool. A McKinsey survey from 2024 found that 72% of organizations have adopted AI in at least one business function, up from 55% the previous year. The number of firms claiming AI development expertise grew at roughly the same pace. The number of firms with engineers who have built, deployed, and maintained AI systems at production scale is a much shorter list. ...