We build things.
An engineering studio building software, intelligent systems, physical technology, and new businesses.
01 / Projects
The work.
The products, systems, and businesses we are actively building.
Pipeline
Keep everything moving. Nothing falls through the cracks.
Clipboard
Real-time direction for real-world teams. Who has the Clipboard controls the team.
Zama
Private, local intelligence that listens, remembers, and helps organize a life.
MoBi-Form
Requirements in. Optimized, analyzed, printable heat exchanger out.
02 / Technology
The systems behind the work.
Technical platforms we are developing to make better products, faster.
MoBi-Core
Additively manufactured heat exchangers built around TPMS core geometry—compact, efficient, and designed for the real constraints of production.
The SLM Gym
A local training environment for creating narrow, capable Small Language Models that can do specific jobs inside real operations.
03 / Operating Theory
Build the operation
before the organization.
Before hiring a team, define the work. Break the business into jobs, decisions, states, evidence, and handoffs. Then route each job to the right level of intelligence.
Exact rules belong to software. Narrow interpretation belongs to Small Language Models. Novel reasoning, authority, consequential judgment, and personal touch belong to people.