Compound Labs · 2025 Remote

Compound Labs.01

An AI Operations Studio

AI strategy, products, agents, and ongoing operations. Built for businesses ready to ship.

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Index §01Strategy & Operations §02Product Development §03Agent Development §04AI Automations §05AI Change Management §06Ongoing Advisory §07Fractional AI Ops Index §01Strategy & Operations §02Product Development §03Agent Development §04AI Automations §05AI Change Management §06Ongoing Advisory §07Fractional AI Ops

AI is moving faster
than any business
can keep up with.

Most businesses know AI matters. Very few know how to implement it in a way that creates genuine, lasting change. The gap between awareness and execution is widening every month.

Compound Labs brings deep AI capability together with the operational experience of building and scaling companies from zero. Our recommendations aren't just technically sound. They're built around how organisations actually work, grow, and succeed.

85%
of AI projects fail to reach production. Most never needed to
10×
the pace of AI advancement vs. enterprise adoption today

AI compounds
what already works.

Most people promise AI is the answer. We don't.

AI is a scaling solution, not a foundation. The fundamentals that compound a business haven't changed: strong people, strong financial systems, strong technical systems.

We build AI on top of those, not in place of them. That's why our work keeps paying off long after we leave. Your team continues to innovate on what we built together, internally and externally, for years.

01

Strong people

02

Strong financial systems

03

Strong technical systems

The teams that win this decade
won't be the ones using AI.
They'll be the ones built around it.

Compound Labs · Operating thesis · 2025

What we do.

All seven engagements →

We start by
understanding you.

Step 01Audit

Business audit

We map your workflows, data, and team before recommending a thing. No templates.

Step 02Capture

Requirements capture

We define success in your operational terms. Measurable in revenue, time saved, or risk reduced.

Step 03Strategy

Tailored strategy

Then and only then do we build a plan. Specific to you, every time. Built to be executed.

Fifteen years across
the full lifecycle.

Enterprise · Pre-seed · Pre-product · Pre-revenue
Series A · Series B · And everything in between

I started in large enterprises before moving into startups. The last decade I've spent inside pre-seed, pre-product, pre-revenue companies and the work of getting them to the other side. My current role is leading inside a Series B business growing fast.

That arc gives me a working perspective on every function it takes to compound a company from zero. Strategy. People. Operations. Sales. Account management. I've owned most of them at some point.

For the last two years I've been running AI operations inside a fast-growing business. I built and applied the strategies that turned it into an AI-first organisation. Compound Labs is where I bring that work to other companies.

Stages worked
  • Enterprise
  • Pre-seed
  • Pre-product
  • Pre-revenue
  • Series A
  • Series B
Functions owned
  • Strategy
  • People & ops
  • Sales
  • Account management
  • Product
  • AI operations

Curious what AI
can do for you?

A 30-minute call. No pitch deck. Just questions.