Field Notes
Field Notes.
Written from the bench: real installs, real numbers where we can share them, no takes recycled from headlines. This is a record of how service businesses actually adopt the new operating model.
Notes publish from the work, when there is something worth teaching. No quota, no filler.
- Ease first: the order of operations for AI in a real business
Pour growth through chaos and you scale the chaos. Why capability installs in a fixed order: ease, then trust, then profit, then revenue.
2026-09-05 · Kyrle Symons
- What we learned building an electrical contractor's operating system
Four lessons from a complete working demonstration build: release gates, honest inventory, one-hand interfaces, and closeout that compounds.
2026-09-05 · Kyrle Symons
- The operating model is the unit of change
The 2026 failure numbers are brutal and weirdly hopeful: the tool was never the unit of change. What the minority who win actually do differently.
2026-03-24 · Kyrle Symons
- What AI Capability Actually Looks Like Inside a Service Business
It is not about knowing every framework. The capability that lands in real businesses is problem framing, communication, shipping under constraints, and operator judgment about AI's limits.
2026-03-10 · Kyrle Symons
- The AI Talent Gap Is Real. The Real Story Is About Readiness.
AI demand far exceeds supply. The businesses that close the gap invest in AI literacy, structured evaluation, and operator-readiness, not credential chasing.
2026-02-25 · Kyrle Symons
- Why Live Coaching Beats Self-Paced Courses (For AI and Anything Else)
Self-paced courses have a 90%+ dropout rate. What the research says about why operators learn faster in live, accountable, peer-visible settings.
2026-02-15 · Kyrle Symons