The Real AI Playbook: How to Use AI Better w/ @austin.marchese
The Real AI Playbook: How to Use AI Better w/ @austin.marchese
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Note: AI-generated summary based on third-party content. Not financial advice. Read more.
Quick Insights

Treat enterprise AI workflow software as a theme to research, prioritizing companies with proven, reliable deployments and strong oversight rather than AI announcements alone. The discussion provides no specific stock recommendation, price target, or timeframe for JPM, PLTR, or private company Anthropic.

Detailed Analysis

AI Adoption in Financial Services

  • The guest described banks using AI to augment analysts and streamline internal risk and compliance work, rather than automate entire processes.
  • Adoption may be slower in finance because the cost of error is high. The discussion emphasized human accountability, monitoring outputs, and verifying results.
  • The guest’s former team at JPMorgan built an internal risk tool that replaced a tool from Palantir. This was a past example, not a claim about either company’s current products or prospects.

Takeaways

  • The discussion points to an opportunity theme in enterprise AI, especially tools that improve financial workflows while preserving oversight and auditability.
  • When assessing companies in this area, focus on evidence of useful, reliable deployment—not just AI announcements. The transcript gives no revenue estimates, price targets, or investment recommendations.

JPMorgan Chase (JPM)

  • The guest said he worked at JPMorgan and led a team building an internal AI-enabled risk tool for bank analysts.
  • He described the tool as replacing a Palantir tool. The transcript does not discuss JPMorgan’s current AI strategy, financial performance, or stock outlook.

Takeaways

  • The anecdote illustrates how a large bank may apply AI to internal processes, but it is not enough to establish an investment thesis for JPMorgan.
  • The transcript provides no specific recommendation or price target for JPM.

Palantir Technologies (PLTR)

  • Palantir was mentioned in connection with a tool that the guest’s JPMorgan team replaced while building an internal risk tool.
  • The transcript offers no further assessment of Palantir’s products, business, or investment outlook.

Takeaways

  • Treat the example as a limited historical anecdote, not a bearish view on PLTR or evidence of broader customer losses.
  • No recommendation or price target was provided.

Anthropic and Claude (Private company; no ticker mentioned)

  • The guest said he had a content partnership with Anthropic and uses Claude for most of his work.
  • He recommended choosing a primary AI tool and learning its capabilities rather than constantly switching between models. He also said that other tools can be useful when they solve a specific problem.
  • He described AI skills and workflows as repeatable processes that can help professionals automate or augment tasks.

Takeaways

  • The discussion highlights demand for AI tools, training, and workflow integration, but it does not offer an investment recommendation for Anthropic.
  • Anthropic is not publicly traded, and the transcript provides no valuation, funding, or return information.

AI-Related Companies and Tools

  • The conversation also mentioned ChatGPT, Gemini, Grok, Muse, QuickBooks, and A16Z. These were discussed as tools, integrations, or organizations—not as investment recommendations.
  • The guest’s broader view was that professionals should focus on problem-solving, planning, and checking AI outputs rather than chasing every new model.
  • He described a potential shift in finance jobs: routine execution may be increasingly handled by AI, while people who can design, supervise, and verify complete workflows may remain valuable.

Takeaways

  • The transcript supports a broad theme around AI productivity and workforce adaptation, not a specific stock pick.
  • For investors, a practical area to investigate is whether AI providers and enterprise software firms can deliver dependable, measurable workflow improvements. The discussion gives no company comparisons, prices, or timelines.

Cryptocurrency

  • The guest said he previously scaled an agency focused on crypto, marketing, and technology.
  • No cryptocurrency, token, exchange, price, or crypto investment view was discussed.

Takeaways

  • The transcript does not provide a specific crypto investment opportunity or actionable trade.
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Video Description
In the first episode of a new AI series, Ash Bennington sits down with Austin Marchese, former JPMorgan engineer turned AI builder and founder of The Incubator, to talk about his journey, what AI is actually doing inside banks, how to use these tools more efficiently, and how to deal with the onslaught of innovation. 🔥 Get 𝗙𝗥𝗘𝗘 𝗔𝗖𝗖𝗘𝗦𝗦 to Real Vision https://rvtv.io/3YOZZUe Timestamps: 00:00 Welcome to Real Vision: AI’s Impact on Finance and Beyond 00:44 Austin Marchese’s Journey from JPMorgan to AI 02:37 How Banks Use AI to Manage Risk 06:24 Who Is Responsible When AI Gets It Wrong? 09:25 Making AI Content Useful for Working Professionals 12:29 Why Problem-Solving Skills Matter in the AI Era 14:14 Stop Prompting, Start Specifying 17:43 The Three Layers of Effective AI Workflows 20:51 How to Verify AI’s Output 22:48 Build an AI Environment with the Right Context 25:31 Claude.md: Manage Context Without Overloading AI 28:16 Claude Skills: Turn Repeatable Work into Reusable Processes 31:19 Choosing an AI Model Without Chasing Every Release 36:00 AI Loops and Skills That Improve Results 39:44 AI and the Future of Junior Wall Street Analysts 46:59 Austin Marchese’s Advice: Learn by Taking Action About Real Vision™: We arm you with the knowledge, the tools, and the network to succeed in your financial journey. Connect with Real Vision™ Online: Twitter: https://rvtv.io/twitter Instagram: https://rvtv.io/instagram Website: 🔥 https://rvtv.io/3Y4t5Pw 📈 Get your Real Vision swag: https://shop.realvision.com 📣 Elevate your brand with Real Vision. Connect with us at partnerships@realvision.com to explore advertising possibilities. Disclaimer: https://media.realvision.com/wp/20231004185303/Disclaimer-1.pdf #realvision #macro #crypto #ai #aivideo #artificialintelligence #ashbennington #austinmarchese #realai #futuretech #promptengineering
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