Episode 59: QCA Ventures Director Scott Jacobs on Angel Due Diligence, Board Governance, and AI-Powered Deal Evaluation

Founded in 2000 after a near‑billion‑dollar exit from the University of Cincinnati’s Structural Dynamics Research Corporation, QCA Ventures has evolved from a five‑engineer angel club into one of the nation’s most disciplined early‑stage investors. The group’s early adoption of the angel network model—just years after the first such groups appeared—gave it a culture of continuous experimentation and process‑driven improvement. A strategic rebrand in 2022, shifting from Queen City Angels to QCA Ventures, clarified its professional identity and distanced the organization from the stereotypical “golf‑course” angel image, positioning it as a sophisticated venture partner.

Central to QCA’s success is a rigorously documented due‑diligence framework that evaluates 28 variables across seven categories, each defined on a one‑to‑five scale. The Standards and Practices Guide, a 353‑page manual updated annually, provides members with consistent terminology, scoring rubrics, and AI‑enhanced deal‑matching tools. By training investors on this playbook, QCA reduces subjective bias and accelerates decision‑making, while its AI platform aggregates historical deal data to surface insights for board governance and post‑investment monitoring. This blend of human expertise and machine intelligence creates a scalable model for evaluating early‑stage opportunities.

QCA’s hybrid structure couples a $23 million Series B fund with member side‑car checks that typically double the fund’s commitment, delivering $250,000‑$500,000 lead investments and enabling rapid follow‑on support. The organization’s two‑day entrepreneur boot camp, now in its 26th year, has educated more than 800 founders, many of whom have returned as portfolio CEOs, exemplified by a recent $30 million biopharma Series B led by QCA. This integrated approach—combining education, rigorous due diligence, and capital deployment—offers angel investors a proven pathway to generate returns while fostering sustainable startup ecosystems.