Gerstenzang and Friedman co-lead Boulton and Watt, a deliberately slow incubator that builds companies to $5–10M in revenue before handing them off to professional CEOs. Their ventures—Moxie (empowering nurses to launch medical spas) and Meadow Memorials (a fully remote, real estate–free funeral service now California’s largest)—were conceived and scaled pre-ChatGPT, prioritizing durability over AI-native novelty. Rather than embedding AI into core offerings, they treat it as an operational accelerant: they built 'Matthew Bolton', an AI research agent that synthesizes real customer transcripts and hypothesis trackers to sharpen decision-making—not replace human judgment. Synthetic customer calls failed because they misrepresent authentic psychology; instead, AI excels in early-stage customer discovery, rapidly filtering business ideas and surfacing verbatim evidence. In mature companies, AI yields modest (~10%) efficiency gains, while newer projects see outsized impact—especially when grounded in domain expertise, small-team agility, and willingness-to-pay validation. Their philosophy centers on intellectual honesty, earned insight, and using AI to amplify, not automate, human reasoning.