Companies Want to Own Their AI, Not Rent It

Businesses are moving away from renting generic AI models and toward building their own, custom-trained systems. Renting shared AI erases competitive advantages, exposes private data, and costs up to 10 times more than specialized alternatives. Startups like Oumi and firms like Morgan Stanley and JPMorgan are already seeing results, though fragmented data remains a major barrier, with 30% of financial leaders citing it as their biggest obstacle.