The Marketing Engineer

Building 90 AI Agents Inside a $2B ARR Marketing Team | Holly Chen, Samsara

The Marketing Engineer

Show Notes

Samsara is one of the most advanced examples of AI adoption inside the marketing team of a large public company. Holly Chen, VP of Growth Marketing, shares the marketing team’s approach.

A big part of their success came from a deliberate three-phase rollout that moved the marketing organization from a leadership mandate to company-wide enablement and, ultimately, sustained momentum. The whole approach runs on a bottoms-up philosophy: the people closest to the pain points are the ones building the solutions, rather than AI development being centralized within a small team.

Holly also shares how AI has changed the way her team hires, why she looks for a specific kind of AI fluency in candidates, and why she believes every marketer needs to become a Marketing Engineer.

We discuss:

The three-stage rollout: mandate, enablement, and sustained momentum Why bottoms-up AI adoption outlasts top-down mandates How a 230-person team built 90 AI agents (and how they keep them running) Samsara’s AI governing body The hackathons and monthly AI Power Hour that keep teams building Why Holly values judgment over taste in the age of AI The biggest hiring mistake marketers make in the AI era

Connect with Holly

LinkedIn: https://www.linkedin.com/in/holly

Samsara: https://www.samsara.com

Connect with Profound Website: https://tryprofound.com LinkedIn: https://www.linkedin.com/company/tryprofound/ X: https://x.com/tryprofound

Read the Marketing Engineer Manifesto: https://www.tryprofound.com/marketing-engineer

Profound University: https://university.tryprofound.com/

Resources Mentioned

Gong: https://www.gong.io Playwright: https://playwright.dev Gumloop: https://www.gumloop.com/ Holly’s Substack: https://hollychen.substack.com

The Marketing Engineer is a show for practitioners figuring out in real time what it means to market at the frontier. New episodes every two weeks.

More from The Marketing Engineer

Oct 21, 2026

Cognition crossed $1 billion in revenue run rate in roughly two years. Now, its new SVP of Marketing, Brandon Camhi, is taking on the challenge of scaling its marketing organization to match the company's rapid growth.

Oct 14, 2026

One headline change increased Mutiny’s signups by 71 percent overnight. For Matt Ratchford, the company’s entire growth marketing team, it was another lesson in how much leverage a solo marketer can create by focusing on the right problems.

Sep 30, 2026

Until this year, webinars at ElevenLabs were mostly ad hoc, run by whoever on the sales team had the bandwidth. Then one person used AI to turn the process into a real system, taking the pipeline from about $100,000 to more than $8 million by the end of H1.

Sep 16, 2026

She used to lose an hour every morning checking dashboards and manually looking for trends. Today, Sam Richard, Chief Revenue Officer at ngrok, has replaced that routine with an AI system that does it for her.

Sep 2, 2026

I agents are bringing a new level of automation to ad operations. Aaron Lu, AI Product Lead at Notion, shares how his team is using AI across growth marketing, building agents that automate workflows, monitor spend in real time, and enable capabilities that advertising platforms don't support natively.

See all episodes →