• Asymmetric Capital Partners management flagged a split among post-November 2022 AI startups, with durable businesses more often built in legacy industries.
• Cheap AI capability shifted the bottleneck from building software to domain expertise, distribution, and converting arm’s-length buyers into paying customers.
• Key risks cited: pilot-heavy “ARR” tied to innovation budgets, products exposed to rapid model improvements, unsettled pricing, weak go-to-market beyond friendly early buyers.
• Updated diligence focus includes founder job-level domain experience, revenue resilience under new CFO scrutiny, gross margins at 10x usage, and evidence from lost deals.
• Management gave the cohort a stronger grade than 2011–2021 startups, citing leaner operations and faster revenue creation, while warning distribution remains the main weakness.

Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. Asymmetric Capital Partners published the original content used to generate this news brief on September 18, 2026, and is solely responsible for the information contained therein.