An AI that watches your every click may be the future of work | E2314

July 20, 2026

AI Summary

5 min read

The AI that watches your every click may be the future of work

Brandon Dixon, co-founder and CTO of Ent, built a company around a simple observation: most security breaches happen because well-intentioned people make mistakes while trying to do their jobs. His solution is an on-device AI agent that watches what employees do on their laptops and phones, learns what normal behavior looks like, and intervenes in real time when someone is about to violate corporate policy — whether that means accidentally leaking sensitive data into an AI chatbot, emailing financial information to the wrong person, or sharing credentials across chat platforms.

The timing matters because AI tools are making the problem worse. Employees who never touched PowerShell or the command line are now running complex scripts with help from coding assistants. Dixon calls them "citizen developers" — people without technical backgrounds who are encouraged by leadership to solve problems with AI. They accelerate their workflows, but they also delete system artifacts, pull in sensitive context, and accidentally leak it outside the corporation. Meanwhile, developers run twenty different agents simultaneously across the enterprise, creating the same risks at scale.

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What you'll learn

1 An AI that watches your every click may be the future of work | E2314
2 (00:00) **Introduction & Guest Welcome** - Alex introduces Brandon Dixon, co-founder and CTO of Ent, a stealth startup focused on AI-driven endpoint security for enterprises
3 (02:29) **What Ent Actually Does** - On-device agent for laptops and phones that identifies when someone is about to do something risky and stops them in real-time
4 (04:15) **The "Citizen Developer" Problem** - How AI tools are creating new risks inside corporations
5 (06:24) **How Ent Gets Enough Context** - Corporate policy + behavioral baselines enable real-time risk assessment
6 (09:22) **Architecture: Edge vs. Backend** - Single architecture that can run entirely on-device or entirely server-side
7 (13:03) **The Prevention Loop** - How Ent moves from observation to intervention without disrupting workflows

+ Full timestamped outline available in the app

Show Notes

This Week In Startups is made possible by:

Vanta https://www.vanta.com/twist

Superhuman https://superhuman.com

YSecurity https://YSecurity.io/TWIST

Today's show:

*Cybersecurity has long focused on cleaning up a system AFTER a breach but Ent founder Brandon Dixon says that's backwards. He just raised a $100M seed round to put an AI agent on everyone's company laptops that catches the risky clicks, leaked files, or rogue agents BEFORE they wreck havoc.

PLUS Clawra creator David Im return swith his new project, Sume's Avatar, a multi-model orchestration layer that generates 60-second UGC videos from a single prompt… and gets it right on the first try, rather than falling back on trial and error.

Guests:

Brandon Dixon on LinkedIn: https://www.linkedin.com/in/brandonsdixon/

Ent: ****https://ent.ai/

David Im on X: https://x.com/davidim

Sume: https://www.sume.com/

Relevant Links:

WSJ: "Cyber Security Startup Ent Raises $100 Million in Seed Funding": https://www.wsj.com/pro/cybersecurity/cyber-startup-ent-raises-100-million-in-seed-funding-a3e9b6c6

Microsoft Security Copilot: https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot

Engadget: "Meta 'pausing' employee tracking program…": https://www.engadget.com/2199458/meta-is-pausing-employee-tracking-program-after-it-let-the-whole-company-see-sensitive-data/

Seedance 2.0: https://seedance2.ai/

Timestamps:

0:00 Intro: Why AI + cybersecurity is the hot combo right now

2:29 How INT stops breaches before they happen

4:56 AI is giving non-technical employees dangerous new powers

10:26 Vanta - Compliance and security shouldn't be a deal-breaker for startups to win new business. Vanta makes it easy for companies to get a SOC 2 report fast. Get $1,000 off for a limited time at https://www.vanta.com/twist

13:54 Why on-device AI beats cloud-based security

20:08 Superhuman - Get AI that wor