30 Years on Wall Street: What Companies Get Wrong About AI | Manny Favetta | The Prompting Room #1

In this relaunch episode of The Prompting Room, Gianluca Giuliani sits down with Manny Favetta, a 30-year financial services and capital markets veteran and the Founder of Demand Ignition. We break down how AI is actually being adopted inside financial services, why most corporate AI initiatives stall at the leadership level, and why today's fear around AI in regulated industries looks exactly like the corporate panic around the Internet in the late 1990s. Manny also shares his personal transition over the last year: going from basic, stateless ChatGPT prompts to running his solo consulting practice on a full Personal AIOS built with Obsidian, Claude Cowork, and Hermes. What we cover in this episode: • How AI evolved on Wall Street from back-office fraud detection to client-facing wealth advisors • Why small firms and solo operators now have an unfair speed advantage over the Big Four • The "AI wrapper" software trap and why corporate AI trainings fail when executives don't lead by example • Shadow AI, compliance, and the 1990s Internet parallel in financial services • Manny's 1-year leap from basic prompts to a Personal AIOS (PARA vault, Claude Cowork, HubSpot MCP, and Hermes) • Hyperscalers, regulatory capture, and whether big AI labs are using Washington to build a moat • How AI will reshape education, writing, and critical thinking for the next generation ⏱️ Chapters: 00:00 Welcome to The Prompting Room & Introducing Manny Favetta 02:02 30 Years on Wall Street: How AI Entered Financial Services 07:55 Why AI Literacy Is Still Dangerously Low in Finance 11:36 How Small Firms & Solo Operators Beat the Big Four with AI 20:30 The "AI Wrapper" Trap in Enterprise Software Demos 23:31 Why Corporate AI Trainings Fail When Leadership Doesn't Use It 27:05 Shadow AI & Why Today's AI Panic Mirrors the 1990s Internet 36:03 From Basic ChatGPT Prompts to a Personal AIOS (Obsidian, Claude & Hermes) 43:20 Running a Solo Business on AI: Building a Website & Triage Workflow with Claude 46:35 AI Regulation, Hyperscaler Moats & Regulatory Capture 56:35 Will AI Replace Writing Essays? Education & Critical Thinking 01:07:35 Measuring Real AI ROI & Closing Thoughts 🔗 Connect with Manny Favetta: • Website (Demand Ignition): https://demandignition.com • LinkedIn:   / mannyfavetta-consultant   • X (Twitter): https://x.com/DemandIgnition • Instagram:   / mannyfavetta3   🔗 Connect with Gianluca Giuliani & Living Off AI: • Website: https://livingoffai.com • Gianluca's Instagram: @giiuliani • Living Off AI's Instragram: @livingoffai • Gianluca's LinkedIn:   / giuliani-gianluca   • Living Off AI LinkedIn:   / livingoffai   • X (Twitter): https://x.com/livingoffai #ThePromptingRoom #LivingOffAI #AIOS #ArtificialIntelligence #AIinFinance #WallStreet #ClaudeAI #EnterpriseAI