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Asymmetric Capital Partners says post — ChatGPT startup cohort shifts focus from model wrappers to industry applications

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 c

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