In this episode, Anthony Thomas and Zac Henderson are joined by Ian Schumann from Eigen for a different kind of conversation. Instead of focusing on how Ian uses AI, the episode steps back to examine the broader question many people are asking right now: how quickly is AI actually reshaping work? Using recent essays and posts from Matt Shumer, Claire Vo, and Miles Deutscher as a starting point, the discussion explores the gap between hype and reality, where AI is already creating real leverage, and why software may be the clearest example of product-market fit so far.

Ian argues that the direction of change is real, but that many timelines being circulated online are too aggressive, especially for fields that depend on context, judgment, system access, and real-world complexity.

Key Takeaways

• AI’s direction is real, but the most aggressive timelines may be overstated

• Software is easier to automate because the work is already machine-readable

• Many roles require context and judgment that AI cannot easily replicate

• AI is likely to boost productivity before replacing jobs

• The priority is building hands-on AI fluency, not reacting to hype

• Further reading on the ideas discussed in this episode: Matt Shumer’s post, The Free Press piece shared by Anthony, Claire Vo’s “You’ve Been Kicked Out of the Arena. You Just Don’t Know Yet,” and Miles Deutscher’s thread

  Matt Shumer: https://x.com/mattshumer_/status/2021256989876109403

  The Free Press: https://drive.google.com/file/d/1loi7D6z51tWwSnLL6uQgAx8V5eOz3PpO/view?usp=sharing

  Claire Vo: https://www.linkedin.com/pulse/youve-been-kicked-out-arena-you-just-dont-know-yet-claire-vo-vzuxc/

  Miles Deutscher: https://x.com/milesdeutscher/status/2022556923955155362?s=20    

About the Podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

In this episode, Anthony Thomas and Zac Henderson are joined by Nihal Shah, CFO at  Headspace. The conversation explores how AI is being used internally to improve support workflows, knowledge access, and operational efficiency. Nihal shares how his team applies AI to reduce repetitive work, streamline information retrieval, and enable employees to move faster without increasing headcount.

The discussion emphasizes practical implementation, including internal assistants, knowledge-base optimization, and designing workflows where AI augments human judgment rather than replacing it.

Key Takeaways

• How internal AI assistants help teams quickly access institutional knowledge

• Why organizing documentation is critical before layering AI on top

• Practical ways AI reduces repetitive support and operational tasks

• The importance of human oversight in customer-facing AI workflows

• Using AI to scale internal operations without increasing team size

About the Podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

In this episode, Anthony Thomas and Zac Henderson are joined by Suk Kim, General Counsel at Zapier. The conversation explores how AI builds on traditional automation by adding an intelligence layer, enabling teams to move beyond simple workflows into dynamic, decision-aware systems.

Suk shares how Zapier’s legal team is leveraging AI agents to automate regulatory monitoring, contract review, and internal knowledge workflows while maintaining control through human-in-the-loop systems. The focus is clear: combine deterministic automation with AI to unlock scale without sacrificing reliability. 

Key Takeaways

• How AI enhances traditional automation by adding intelligence and decision-making

• Why combining deterministic workflows with AI reduces risk and improves reliability

• Practical use cases across legal teams: contract review, regulatory tracking, and internal Q&A

• The role of human-in-the-loop systems in maintaining quality and control

• How no-code and AI tools empower non-technical professionals to build systems

About the Podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

In this episode, Anthony Thomas and Zac Henderson are joined by Tommie Tavares-Ferreira, Chief Strategy Officer at Lawtrades. The conversation explores how AI is transforming legal operations from manual, reactive work into proactive, system-driven execution.

Tommie shares how his role has evolved from managing workflows and stakeholder requests to orchestrating agents, automations, and data systems that run in parallel. The discussion highlights a key shift: success with AI is less about tools and more about delegation, trust, and building the right underlying infrastructure. 

Key Takeaways

• Why AI adoption mirrors human delegation: trust, iteration, and gradual handoff

• How agents and automations enable leaders to shift from execution to orchestration

• The critical role of clean data and structured workflows in AI success

• Why culture and experimentation matter more than tools themselves

• How AI enables individuals to compress days of work into hours

About the Podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

In this episode, Anthony Thomas and Zac Henderson are joined by Shreman Shrestha, who leads business at Granola. The conversation explores how AI is reshaping daily workflows, decision-making, and team culture. Sree shares how his role evolved from manually researching, taking notes, and relying on engineering support to independently building workflows, automations, and product changes using AI tools.

The discussion focuses on practical applications, including using multiple LLMs to refine thinking, automating recruiting workflows, and freeing up time for higher-leverage work like strategy and relationship building. 

Key Takeaways

• How AI enables non-technical operators to build workflows and ship changes independently

• Why using multiple LLMs to critique each other improves output quality

• Practical automation examples across recruiting, sourcing, and internal operations

• How AI shifts time from administrative work to strategic thinking and relationship building

• The importance of culture in encouraging experimentation with AI tools

About the Podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

In this pilot episode, Anthony Thomas and Zac Henderson set the foundation for The A to Z of AI. The conversation focuses on cutting through hype and exploring how artificial intelligence is actually being used in real work environments today. They introduce key concepts, define common terms, and share practical ways they use AI in their day-to-day workflows.

The goal is simple: help listeners move from curiosity to practical application, regardless of where they are in their AI journey. 

Key Takeaways

• Why AI has shifted from curiosity to necessity for knowledge workers

• Clear explanations of core concepts like LLMs, prompts, RAG, and hallucinations

• How AI is changing research, writing, and decision-making workflows

• Practical daily use cases for tools like ChatGPT, Gemini, Perplexity, and NotebookLM

• A simple way to start using AI to save time on everyday tasks

  
  

About the podcast

The A to Z of AI is hosted by Anthony Thomas and Zac Henderson and powered by The Suite. The show explores real-world AI use cases across industries, focusing on practical workflows, tools, and lessons learned from operators using AI in their daily work.

Get a quick preview of what to expect from The A to Z of AI. In this short trailer, hosts Anthony Thomas and Zac Henderson introduce the show’s focus: practical conversations with operators who are actually using AI inside their businesses.

Each episode explores real workflows, real decisions, and real lessons across finance, legal, operations, and beyond. No hype. Just clear insights into what’s working, what’s not, and how teams are adapting as AI reshapes how work gets done.

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