Investment in single-purpose AI startups has plummeted while funds focus on large, late-stage rounds.
Enterprises like Microsoft, Adobe, and Google are integrating AI into core products, reducing viability of standalone AI versions.
Durability is found in mature AI scale-ups with multiple products, recurring revenue, and defensible moats.
AI startups facing rapid shutdowns or acqui-hires need to demonstrate maturity, data rights, workflow integration, and compliance to survive in the volatile market.