Future of skilled work
AI, electrification, automation, demographics, and rising expectations are changing what skilled work requires.
Ideas
We think in public about the forces changing skilled work, the systems surrounding it, and what should be built next.
Ideas worth building on.
The architecture underneath the problem
A labor shortage, fragmented software, business education, customer experience, workforce retention, and property history are often treated separately. We are interested in the connections between them.
What we think about
AI, electrification, automation, demographics, and rising expectations are changing what skilled work requires.
What allows an ambitious tradesperson to become an exceptional operator?
What can a capable person do with a system that understands the work around them?
What happens when good work leaves evidence and trust can travel?
AI can bring intelligence once reserved for corporate staffs to independent operators.
The industry needs more futures worth entering for.
A home should become more intelligible with every year of professional attention.
Founder perspective
Many ideas began by watching capable technicians struggle inside bad systems, owners carry companies in their heads, relationships disappear after the invoice, and valuable property information get created and lost.
Make the questions useful enough that better answers can emerge.
Some ideas become systems
Some ideas should remain ideas
Sometimes the useful work is better language, a clearer framework, a challenged assumption, or a question worth carrying into someone else’s work.
We want to contribute not simply to what the industry builds, but to how it thinks.