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AI is compressing firms. Regulated markets are exposing its limits. In this episode of the Endeavors AI Podcast, host Collin McKee sits down with David Traylor, Managing Partner at Golden Eagle Partners, to explore how artificial intelligence is reshaping finance — especially in highly regulated sectors like cannabis, psychedelics, and biotech. David brings more than a decade of experience operating at the intersection of capital markets, compliance, and emerging industries. He shares why AI enables elite firms to operate with dramatically fewer people — and why over-automation becomes dangerous when regulation, trust, and fiduciary responsibility are involved. This is not an AI hype conversation. It’s a grounded discussion about human judgment, system design, and where automation must stop. Topics Covered: Why AI is compressing finance and investment banking teams What roles disappear — and what still requires human judgment Where over-automation breaks trust in regulated markets Cannabis and psychedelics as the hardest operating environments Compliance, misinformation, and diligence risk in emerging sectors Why “garbage in, garbage out” still applies to AI How elite firms use AI as leverage — not a crutch Why culture matters more than tools in AI adoption David also shares insight into Skunk Works Nature AI, an initiative exploring how AI can responsibly identify under-researched natural compounds and substitution pathways ahead of regulation — while maintaining scientific rigor and regulatory discipline. About Endeavors AI Endeavors AI is an AI consultancy that helps operators and investors buy back time by designing workflows, agents, and automations — so leaders can focus on decisions that actually require human judgment. If you’re a: Finance or investment professional Operator in a regulated industry Founder navigating compliance and scale Investor evaluating AI-enabled firms …this episode will give you a clearer framework for where AI belongs — and where it doesn’t. 👍 Like the episode if you found it valuable 📌 Subscribe for more conversations with operators, investors, and builders 💬 Comment with your perspective — or where you disagree Links & Resources: Golden Eagle Partners: https://www.goldeneaglepartners.com/ David Traylor on LinkedIn: / david-w-traylor Skunk Works Nature AI: Website coming soon #ArtificialIntelligence #InvestmentBanking #AIinFinance #CannabisIndustry #Psychedelics #NaturalCompounds #EndeavorsAI #PracticalAI #AIAdoption #FutureOfFinance #AILeadership #FDARegulation #CapitalMarkets #FinTech #AIForInvestors #BiotechInnovation #AIWorkflow #AutomationInBusiness #VentureCapital #RegulatedMarkets