Datacenter · Strong theory

Taught-Axes Compliance Recorder

Every auditable action — open a panel, lift a tile — becomes a named, logged event.

Strong theory Strong theory

The physics is solid; our own validation is scheduled.

During commissioning, a technician performs each action once while the system watches how it changes the WiFi field. Each action leaves a repeatable double mark: the motion itself, plus the new position of the metal part. From then on, every repeat of that action is recognised, timestamped, and logged.

In the physics: Each discrete mechanical action produces a reproducible joint signature: a transient micro-Doppler burst (the motion) plus a persistent CIR geometry step (the new position of a metal panel/tile) — a two-factor physical fingerprint unique per action and location.
Preparing the recorded fieldLoading real LatentField pipeline output…

This is real pipeline output for Datacenter, replayed. The exact reading depends on your room.

Bring this into the real roomCage & Plenum Sentinel6 sensing nodes · ~$320 parts · about 120 min
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How the field becomes an answer

Axis discovery (poke-and-observe supervised perturbations) builds a labeled axis per action CIR sparse recovery + Doppler features projected onto taught axes at runtime anomaly manifold catches physical events matching NO taught axis (the scariest category) compartment log per zone.

How we prove it

Own-hardware: teach 15-20 distinct actions in a server room, hold-out test 200 replays plus 50 untaught actions, measure per-axis classification accuracy and untaught-event catch rate; WiMANS for multi-activity separability priors.

Who it is for

A physical-world audit log to match your syslog — every panel, tile, and door event named and timestamped, and 'unknown physical event' as its own alarm class — sold to compliance-driven colo operators (SOC2, FedRAMP facilities).

Complete first-room estimateCage & Plenum Sentinel6 nodes · ~$320 parts · 120 min Request kit, subscribe, or set up →
Compatible DIY hardware options
Operator Single-Venue$280–380

120 min · advanced

Operator Multi-Node$700–950

240 min · installer

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