Malcolm Angus

Essays

Writing

On data products, moats, flywheels, and business strategy. The through line: what compounds, what doesn't, and how to tell the difference before your competitors do.

July 7, 20263 min read

Give away the scoreboard, sell the fix

The strongest distribution move in data products is publishing the measurement your incumbents charge for. If you sell the fix, the score is marketing. If you sell the score, you're stuck.

July 7, 20263 min read

The bottleneck is not the code anymore

Agentic tooling commoditized the work data teams spent a decade being hired for. The constraint didn't disappear. It moved upstream, to data readiness and product judgment.

July 7, 20263 min read

Where velocity becomes money

AI made every data team faster. Whether that shows up in profit depends on the distance between the team's output and the work that earns revenue.

July 7, 20265 min read

Your pricing page is a menu

Restaurant menus are the most heavily engineered offer surfaces in the world, graded nightly by revenue. What B2B pricing and packaging should steal from them, and where the translation breaks.

June 29, 20264 min read

Data moats and flywheels: the field guide

Everyone claims a data moat. Almost no one has one. Five tests, five red flags, and a map for telling compounding intelligence from a big pile of data.

May 25, 20263 min read

The 0 to 1 data product playbook

Companies don't fail at data products because of technology. They fail because they build a platform when they should have shipped a decision.

May 11, 20263 min read

Strategy is the stuff that compounds

Most strategy documents are lists of things to do. Real strategy is choosing the few activities where effort this year makes effort next year more valuable.