What if we could comprehend it?
Energy Quotient builds real-time intelligence for the physical world, starting with critical power systems. Physics-grounded AI reads a complete, continuous record of the electrical waveform and turns it into insight your team can act on.
Concentrated power-electronic load is arriving by the gigawatt, with signatures that conventional instruments average away.
A grid built for predictable demand now rides through weather-driven outages, load swings, and reliability limits it can barely see.
Fabs, imaging suites, defense electronics, and automated lines fail on disturbances that billing-grade meters never resolve.
Inverter-based solar, wind, and storage bring harmonics, steep ramps, and control interactions at a scale the grid has not seen before.
Power disturbances cost U.S. businesses an estimated $119 billion to $188 billion a year in 2001 (EPRI), before these forces took hold.
They now cause failures that are costly and often hard to predict, diagnose, and prevent.
The risk now reaches from homes to fabs: households near data center clusters measure more distorted power (Bloomberg, 2024), and a 30-minute power outage cost one memory fab about $43 million in 2018 (TheElec).
These industries feel it most:
Continuous waveform-grounded insight for critical power systems
AI-guided diagnostics built on continuous waveform data.
Physics-grounded, explainable, with human oversight.
One continuous record serves power quality, power monitoring, energy management, and control, previously separate silos of instrumentation and data.
The platform is software that runs on your premises.
The Control Room runs the full platform on our lab power system, and you operate it from your browser: start a motor, change its supply, and watch the measured waveform and spectrum respond.
Conventional tools only sample, average, or wait for a trigger. We deliver power system insight you can trust, built on four principles:
EQ Wave™ captures complete waveforms continuously, as Continuous Point-on-Wave (CPOW) data rather than averages and aggregates, preserving the harmonics, timing distortion, and sub-cycle events that other systems miss.
Deterministic signal processing and power-system analysis establish what the measurements show; AI interprets them in operating context and cites its evidence, for explainable root-cause insight in real time.
Intelligence runs at your edge, and your data stays inside your trust boundary. The same architecture runs diagnostics air-gapped, on premises, or in the cloud.
Your waveforms, power quality metrics, and visualization are yours, free to use. Advanced AI analysis and expert monitoring are there when you need deeper insight.
Energy Quotient has run proofs-of-concept in multiple fabs.
The platform recorded continuously for seven months in a working shop at Humanmade in San Francisco.
At JIFX 26-3, the platform characterized a U.S. Army-owned re:3D industrial printer using one sensor on its supply and fed live data into KBR's COPERS for US Army Pacific. Read the report.
Track the KPIs that matter and ask the AI why they moved, so you decide with evidence.
Use one platform to track power quality, demand, and efficiency so you can cut waste without adding risk.
See waveform-level behavior, confirm fixes, and schedule work before small issues become failures.
Find root cause from full-resolution waveform data in minutes, without losing big-picture context.
CPOW monitoring records every sample of the voltage and current waveforms around the clock, not averages or short windows around a trigger. EQ Wave records 32,000 samples per second per channel, so any disturbance can be found and examined after the fact.
No. Every cycle is kept, and events are detected on that full record instead of deciding what gets recorded, so a disturbance just under a threshold is still there to find.
EQ Syntropy™ is an AI analyst for your power system. Ask in plain language about any circuit and any moment on record: it retrieves the waveforms in under a second, runs signal processing and standards engines on them, writes its own analysis when needed, and finds past events with similar waveforms. It also watches every circuit for changes in condition. Every answer cites its measurements, and your engineers decide what to act on.
No. EQ Coherence™ records and serves the full-resolution waveform history on a gateway at your site, and EQ Sight™ opens it in a browser. EQ Syntropy runs on EQ-hosted servers or on your own GPU hardware on site; with a self-hosted model, the whole system runs on premises, including air-gapped. Remote access and cloud sync are optional.
A power quality meter summarizes and alarms; a CPOW installation keeps the evidence. It monitors around the clock like a meter, in more detail than a portable survey, so when equipment trips, the waveform before, during, and after is already on record. See the comparison.
We start with critical power because that is where the pressure is highest today. Energy is the common denominator of every physical system, so the same signal-level, physics-grounded reasoning extends to every sensor and control loop that measures one: mechanical, thermal, and chemical as well as electrical.
Book a session and work with live waveform data from our lab, with an engineer to answer your questions.
