David Drummond

Building agent-native infrastructure. Shipping open-source tools for a world where agents are the primary users of software.

David Drummond

Agents are becoming the primary users of software, and our infrastructure wasn't built for them. They can't verify trust, report friction, or compose tools through validated contracts. I'm building the open-source toolkit to fix that.

Experience

Over the past 8 years, I've built and led AI teams from startup scale to Fortune 100 enterprise. At Fractal Analytics, I scaled a generative AI practice from zero to $6M in annual revenue and created approximately $100M in documented value for pharmaceutical clients through document understanding and MLR compliance automation.

Fractal Analytics
Forward Deployed Engineer
2026 – Present
Fractal Analytics
Global Director of AI
2022 – 2026$0 to $6M revenue
Union Health Foundation
Advisory Board Member
2025 – Present
GXO
Lead Data Scientist
2021 – 2022$2M saved
Scientia LLC
Software Developer
2020 – 2021Edge CV pipeline

Early Career: IT Manager (50+ team) and Top 1% Data Science Freelancer (2017-2020)

Writing

November 20, 2025
Why would I write a blog in the age of AI?

It should be no surprise to you that most of the code for this portfolio website was written by AI.

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November 19, 2025
Demo of Markdown Features

A demonstration of the new capabilities including inner HTML and Mermaid.js diagrams.

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November 8, 2025
Introducing Members-Only Blog Posts

Discover how we've added exclusive members-only content to enhance your experience, featuring a beautiful gradient border design and seamless authentication integration.

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Quarterly dispatches on agent infrastructure, AI safety, and building in public.

No spam, no SEO content. Just the things I'm thinking about and building, four times a year.

David Drummond — Building Agent-Native Infrastructure