Domain surfaces
Specialized AI
Scoped surfaces for the people who run specific parts of the business. Embedded in workflows. Answer questions, execute steps, surface what's changing. Each one inherits from the Mind, narrowed to a domain.
Practice
Who we work with. What we build.
We work with founder- and family-controlled operating companies. Multi-entity. Operationally complex. Where institutional memory still lives in people, not systems.
Who we work with
The founder-CEO of a privately-held operating company — multi-entity, often family-controlled, with revenue that depends on key people and accumulated judgment more than on any system. No internal CTO. No data team. The trigger is usually scale, succession, sale, or professionalization, but the underlying condition is the same: the operation works because the operator does.
What we build
Four layers. Model is the foundation. Mind sits on top of it. Specialized AI and Executive AI both draw from the Mind as user-facing surfaces — siblings, not sequential.
Principal surface
Executive AI
Cross-domain reasoning for the principal. What's at stake. What's changing. What deserves your attention. Decision support grounded in the actual operation — not in a dashboard built on assumptions.
Reasoning runtime
Mind
The active reasoning layer. Reads the structure, traces relationships, surfaces patterns, holds context across time. It is not a chat interface — it is the system that makes everything above it possible.
Foundation
Model
A continuously-deepening structural representation of how your business actually works. Entities, relationships, financial flows, operational logic, accumulated domain knowledge. Built from discovery; deepened by every transaction, document, and workflow that runs through it.
Trust
Long-term partnership requires a security posture that matches the stakes. Two commitments hold across every engagement.
Single deployment per client.
Your Model, Mind, Specialized AI, and Executive AI run on dedicated infrastructure. Not shared. Not multi-tenant. Your operational data never sits next to another operator's.
Role-scoped access — humans and agents.
The Model is access-controlled at the graph level. Roles determine what each person sees, and the same controls apply to every AI agent reasoning over it. A Specialized AI scoped to one domain cannot read what it has no right to see. The principal sees what the principal authorizes.