Subvolts take Enterprise AI agents are outnumbering humans, solving orchestration and boosting productivity. Jun 13, 2026
For you
Business
Learn how AI agents can be orchestrated to solve complex business problems and boost employee productivity by understanding company data.
Hype note
3/5Notable

This interview provides a practical look at how AI agents are being deployed at scale within a major company, impacting workforce dynamics.

The New BRAIN Of the Enterprise | Ryan Gavin

53 min Interview Hosts: Craig S. Smith
0:0053:23

Audio streams from Craig S. Smith. Your place is remembered on this device.

From Subvolts

Summary and analysis by Subvolts editorial, AI-assisted.

Summary

Eye on AI features Slack CMO Ryan Gavin discussing AI agents in the enterprise. Gavin shares that one company deploys more AI agents than human employees, highlighting the challenge of orchestrating these digital workers. He describes Slack's evolution into a business-aware AI, akin to a ChatGPT moment for companies, capable of understanding vast conversational history to assist employees.

Explained simply

Imagine your company has more AI helpers than people. This episode explains how these AI helpers learn your company's history to know exactly what to do, making work easier and more creative for employees.

Why listen

This episode explores the practical impact of AI agents on enterprise operations, moving beyond simple chatbots to sophisticated assistants. It's for business leaders and IT professionals grappling with AI integration and workforce augmentation. The discussion aligns with current frontier lab efforts to build more capable, context-aware AI for business use cases, moving towards agents that deeply understand organizational data and workflows.

On the mic
  • HostCraig S. Smith
  • GuestRyan GavinCMO, Slack
About
Key facts
  • Guest: Ryan Gavin, Slack CMO
  • Title: The New BRAIN Of the Enterprise
  • Show: Eye on AI
  • Length: 53 minutes
  • AI Agent Deployment: One company has more AI agents deployed than human employees.
  • AI's Business Understanding: AI understands business, team, customers, and entire conversational history.
Show notes from Craig S. Smith

One company now has more AI agents deployed in its organization than it has human employees. Slack's CMO Ryan Gavin dropped that stat into a conversation with Craig Smith, and then immediately identified the secondary problem it creates: when your digital workforce outnumbers your human one, how do employees know which agent to call for which task? That orchestration problem, and the conversational interface that solves it, is what this episode is really about. Gavin describes Slack bot's transformation from a notification tool into what he calls the ChatGPT moment for the enterprise, an AI that doesn't just understand the internet, but understands your business, your team, your customers, and your company's entire conversational history, all the way back to day one.

The conversation covers the full arc of what this shift means in practice: a Salesforce executive walking into an unfamiliar meeting and being praised for their questions, because Slack bot had prepared them in minutes using the team's full history; a marketer who built his own data scientist agent over a weekend and is now completely unshackled from the bottleneck that was slowing him down; and Gavin's most honest admission, that he's been saying for years that AI won't replace jobs, but this is the first time he actually believes it, because the soul-crushing "work of work" is finally shrinking, and what's left is the kind of creative, high-energy output that people actually want to do. The inbox, he says, is a deathtrap in the AI era. The companies that figure out how to move beyond it will outperform their competitors by multiples.

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Jargon decoded
orchestration
Ryan Gavin
managing and coordinating different AI tools so they work together effectively
conversational interface
Ryan Gavin
a way to interact with a computer or AI using natural language, like talking
Published
Show
Eye on AI · Craig S. Smith
Length
53 min
Companies
OpenAI
Products
ChatGPT
Summary by
Subvolts, using an AI model (how we work). Spotted a mistake? Tell us.

Questions people ask

What is the main challenge with many AI agents in a company?
The main challenge is orchestrating them: employees need to know which agent to call for which specific task when digital workers outnumber humans.
How has Slack's AI evolved?
Slack's AI transformed from a notification tool into a business-aware AI that understands company history, customers, and teams, offering a 'ChatGPT moment' for the enterprise.

Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Craig S. Smith.