Innovative AI Startup Ideas for 2027: Addressing real problems with smarter solutions in areas like lending, compliance, healthcare, ESG, and modernization, as highlighted by Frugal Scientific. Almost every founder with an AI idea faces the same question: is this a real business, or a feature that a larger platform will add next quarter? The ideas below are chosen to pass a simple test. Each one targets a costly, repetitive problem, a buyer who already pays to solve it today,