• O'Shaughnessy Ventures CEO Jim O'Shaughnessy said traditional business playbooks are collapsing as AI-driven competitors offer lower prices and better results.
• Portfolio company Overjoy's service customers generated three times larger sales pipelines than software-only users, co-founder Jun Kwak said; the advantage persisted six months.
• Kwak reported a fourfold operational efficiency improvement over four weeks for Overjoy's full sales service, with margins approaching software-company levels.
• Overjoy launched free wholesale storefronts to support direct sales, as Kwak expects AI shopping agents to weaken marketplaces' hold on buyers.

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. OShaughnessy Ventures LLC published the original content used to generate this news brief on November 12, 2026, and is solely responsible for the information contained therein.