
Protect. Optimize. Monetize.
We don’t monitor infrastructure. We understand it.
Every monitoring system tells you something is wrong — not what, why, or when it will fail. Choir Corp embeds the governing equations of your physical systems — thermodynamics, fluid mechanics, electrochemistry — directly into the AI.
Every prediction must satisfy the laws of physics to fire.
Self-funding in Year 1.

The SENTRIX™ Platform
Four Modules. Five Problems.
The Platform That Pays for Itself.
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Root-cause blind (alerts without what/why/when) → PredictPowr
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Cooling physics unmodeled → FlowPowr
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Degradation invisible → PredictPowr (Coffin-Manson, Arrhenius)
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Cascade failures unseen → Cross-asset intelligence (all four modules talking)
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Idle batteries, zero revenue → GridPowr
SENTRIX™ solves all 5 — 4 protects your infrastructure, the 5th funds everything.
PROTECT
PredictPowr™
Root-cause failure identification — not just alerts. Identifies the physical mechanism: bearing degradation vs. thermal drift vs. electrochemical aging. 30-day prediction horizon.
>20% F1
Improvement vs. threshold SCADA
PROTECT
FlowPowr™
Full 3D thermal reconstruction via Navier-Stokes solver. Sees the complete thermal state between sensors — not just at sensor locations. Models cooling physics no BMS can represent.
±0.5°C
Thermal RMSE
OPTIMIZE
UptimePowr™
Physics-guaranteed operational optimization. Every recommendation satisfies governing equations. 2–3% PUE improvement. $5–$10M extended asset life on $50M+ BESS.
MONETIZE
GridPowr™
Grid market revenue from idle assets — demand response, arbitrage, ancillary services, resource adequacy. Optimizes against price AND the physical cost of every dispatch.
