01 / Property intelligence
The property black box.
A private, local node that learns how home systems normally operate, recognizes meaningful change, and creates evidence-backed property events.
JetsonHome AssistantMatter
Independent innovation lab · Auburn, WA
Building the
future intelligence
layer for the home.
PhysicAI Labs is a future-state R&D studio exploring how homes can observe, understand, verify, and remember—privately, locally, and with people firmly in control.
Research directionProperty Intelligence Node
001StatusFuture-state research
WhereAuburn, Washington
ThesisThe home should remember
The big idea
The future home will not only respond. It will understand what is changing, verify what happened, and remember how it was cared for.
PhysicAI Labs is exploring a local intelligence layer that turns device activity, environmental signals, and human confirmation into useful understanding of the property.
The aim is not another dashboard. It is a trustworthy bridge between what happens inside the physical home and the durable knowledge the property should carry forward.
The research agenda
01—03Three horizons.
One property intelligence layer.
From household signals to trusted property facts.
Correlating sensors, documents, local AI, and human confirmation—while keeping private household behavior inside the home.
ProvenanceEvidencePermission
03 / Human + machine living
Building the context future machines will need.
Exploring the spatial memory, permissions, and human-override patterns household robots will need to be safe, useful, and welcome.
Embodied AITrustHuman override
Program 001 · Future-state prototype
The Property
Intelligence Node
A proposed local-first appliance that connects what the home senses with what it understands, what can be verified, and what the property is permitted to remember.
Observe
Rooms + systems
Matter, Thread, Home Assistant, and sensors provide real-world signals.
Understand
Local edge intelligence
Multimodal AI correlates sound, vision, and environmental patterns without exporting the home's raw life.
Verify
Evidence + human judgment
Sources, confidence, photographs, and owner confirmation separate observation from trustworthy property fact.
Remember
Permissioned property events
Approved facts can become part of a durable, interoperable property history.
The future-state path
Experiment here.
Earn the right to connect later.
PhysicAI Labs is the experimental arena—not a second commercial platform. The work remains separate until a real prototype demonstrates clear homeowner value.
PhysicAI Labs
Prototype local perception, verification, and safe home orchestration in a controlled environment.
An open event contract
Translate approved physical events into portable, structured property facts with source and confidence intact.
Tekia interoperability
If the work proves valuable, those verified facts may enrich Tekia's Property Memory—while Tekia remains focused today on helping owners sell without an agent.
Research concept · Not currently offered as a commercial hardware product
Field Notes
Build in public.
Think in public.
Working hypotheses, architecture decisions, and honest build logs from the path toward a property intelligence layer.
Field note 01Point of view
Why the smart-home hub is not enough
Publishing soonBuild log 01In the lab
Designing the property black box on NVIDIA Jetson
Publishing soonResearch 01Working thesis
Local intelligence. Transferable property memory.
Publishing soonHow we work
Local when it matters.
Private household context should not require a round trip through someone else's cloud.
Evidence before assertion.
Every property fact should preserve its source, confidence, and human confirmation.
Trust is architecture.
Permission, provenance, and human override belong in the system—not in the fine print.
Start a conversation
Homes will become intelligent.
Let's make them humane.
Have a research question, partnership idea, or relevant home intelligence project? Send a note, or schedule a focused conversation.