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SENTRIX is different. We embed the governing equations of your physical systems directly into the AI.

The Choir Differentiator:
Autonomous Reliability vs. Software Alerts

The SENTRIX™ ecosystem is not a collection of fragmented tools; it is a unified, autonomous nervous system for the electric stack. By synthesizing physics-informed intelligence with physics-grade sensing and air-gapped autonomy, Choir Corp eliminates the "Intelligence Gap" that leaves legacy infrastructure vulnerable.

 

While competitors offer software alerts that result in "digital autopsies," SENTRIX™ delivers Autonomous Reliability—the ability to see, diagnose, and mitigate failure at the speed of electricity.

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The Result: SENTRIX™ customers don't just reduce their own operational risk—they open a new revenue stream. By providing the SENTRIX solution to their end-customers, they transform their business model from one-time construction or lease fees into high-margin, software-enabled Reliability-as-a-Service. The software alert era is over. The autonomous infrastructure era has begun.

The Problem

Machine Learning can tell you something is wrong — not what, why, or when it will fail.

The High-Fidelity Infrastructure Crisis

The Solution

Forensic Sensing (Spearix RADIS) captures 20,000 samples/second (20kHz) to observe switching transients & partial discharge

The Integrated SENTRIX™ Stack

The Value

GridPowr is the cherry on top that makes the whole stack self-funding ,but it's not the reason they need SENTRIXI

The Economic Mandate

Legacy monitoring is no longer sufficient for the sub-millisecond dynamics of modern power infrastructure.

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  • The Resolution Gap: Standard SCADA systems poll at 1Hz, while Solid-State Transformers (SSTs) switch at 50–200 kHz. This creates a 50,000:1 blind spot where semiconductor degradation and thermal runaway remain invisible until a cascade failure is underway.

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  • The Handoff & Warranty Gap: EPCs and developers rely on static "snapshot" commissioning tests that cannot reveal latent defects. This leaves EPCs exposed to $8M–$12M in warranty contingency reserves for a typical 200MW project.

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  • Supply Chain Exposure: With critical component lead times now exceeding 2–4 years, a single unpredicted failure is no longer a maintenance event—it is a multi-year threat to operational revenue.

SENTRIX ™ replaces statistical guessing with physics-governed certainty through a co-engineered hardware and AI ecosystem.

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  • Forensic Sensing (Spearix RADiS): Captures 20,000 samples per second (20kHz) to observe switching transients and partial discharge signatures physically impossible to see at standard rates.

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  • Physics-Informed AI (Choir PINN-GNN): Encodes physical laws—Kirchhoff’s laws, Coffin-Manson fatigue, and Arrhenius degradation—directly into the AI's loss function. The system understands why an asset is failing, not just that it looks different.

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  • Air-Gapped Nervous System (LinkWorx): Provides a physically isolated, multi-carrier cellular path that is invisible to hackers. This "Zero IT Touch" approach allows for Day 1 deployment, bypassing the 6–12 month firewall delays typical in gigascale builds

ROI - transforms unpredictable liabilities into controllable, revenue-generating assets.

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Immediate Cost Reductions:

  • Maintenance: 35–50% reduction through predictive scheduling.

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  • Warranty Reserves: 30–50% reduction in EPC contingency ($2.4M–$6.0M freed per project).

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  • Energy Optimization: 8–12% PUE savings via autonomous thermal orchestration.

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  • Direct Revenue (GridPowr™): Large-scale facilities (1.2GW) unlock $20M–$40M in annual grid revenue via automated market bidding for ISO ancillary services.

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  • The Bottom Line: With downtime costing $9,000 per minute, catching a single major event pays for the entire multi-year SENTRIX deployment.

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