The Data-Moat Operator
Build a proprietary signal nobody else has. The compounding moat that gets stronger every week you operate.
AI commoditizes general-purpose intelligence — but it can't synthesize data it doesn't have access to. The most durable moat in the AI era is operational data on a niche your competitors can't easily duplicate: how a specific kind of customer behaves, which interventions actually work, what the real failure modes are. This tract is for operators who want to instrument a workflow they touch every day, turn the signal into a durable advantage, and then either build a product around it or sell the insights upstream.
Goals
Outcomes to drive toward over the tract
Habits
Recurring practices that build the underlying skill
Resources
Curated reading the steps assume you've absorbed
How to use this tract
- Pick the niche before you start logging. Without that, you'll log random things and the dataset won't be useful.
- The 15-min log is the load-bearing habit. Skip days at the cost of moat strength — the time series is worth more than perfect entries.
- If you're not allowed to share the raw data (e.g. employer NDA), the deep-dives can be anonymized patterns. The moat is yours regardless.