Energy Optimization Control Room
Read-Only. Outbound-Only. By Design.

Smart Energy Analytics & Predictive Maintenance

IQ Energy AI provides real time energy optimization and predicts equipment issues before they occur. Leverage advanced AI to eliminate energy waste and drive maximum efficiency across your entire operation with predictive insights giving failure risk you can actually budget against: 180-day and 360-day probabilities for every major asset, not just a warning light.

See a Live Demo Plant Start a Trial Run
Energy Efficiency Technology

Cohort-Based Failure Prediction

Know What to Budget For, Before It Fails

Every turbine, boiler, and pump gets a health score and a failure probability — 180 and 360 days out — based on how similar equipment has performed in similar service. No surprises, no guesswork.

See a Live Demo Plant Start a Trial Run

The world needs more energy — and it needs it now

Global energy systems are under unprecedented pressure. Rapidly growing demand from AI, data centers, and volatile energy markets are placing enormous pressure on power generation, while fuel availability and energy costs remain increasingly uncertain. Building new capacity takes years. Improving the performance of existing assets can begin today. IQ Energy AI uses advanced AI and predictive analytics to help energy producers uncover inefficiencies, anticipate equipment problems, and extract more reliable performance from the assets they already operate.

Calculate Your Savings Using IQ Energy AI

See what predictive maintenance could be worth for your specific plant — real cited industry data, your own numbers, transparent math.

Calculate My Savings
Read-only Control system access, always
180-day or 360-day Failure probability windows
500 MW Interactive case study to explore
Zero Data ever written to your DCS/PLC
How the Connection Works

Built by Engineers Who've Actually Run These Plants

IQ Energy AI is built by a team of experienced engineers with decades of operational and maintenance experience across power plants, refineries, mining operations and other energy-intensive industries. We're a software startup, but we're not guessing at what plant engineers need. We're bringing real-world operating experience and engineering rigor to an AI-driven predictive analytics and optimization platform.

AI-Powered Platform

Intelligent Energy Analytics

Built around the one objection every utility engineer raises first — access to their control systems — and the one question every plant owner actually needs answered: what to budget, and when.

Read-Only Edge Connection

A collector inside your DMZ reads OPC-UA, Modbus, or historian tags — outbound only. It cannot write to your DCS or PLC, enforced in the code itself, not just policy.

Cohort-Based Failure Prediction

A survival-curve model — the same class of math used in reliability engineering — compares your equipment's current condition to similar assets' real failure history.

Capital Planning, Not Just Alerts

180-day and 360-day failure probability per asset, ranked by risk — so maintenance budgets and outage planning are based on a number, not a red light with no timeline.

Our Process

How the Connection Actually Works

No access to your control network is required to get started. Here's exactly what happens, start to finish — and why a plant engineer can sign off on it.

1

Connect, Read-Only

A collector inside your DMZ reads tags outbound-only. No write access to your control system, ever.

2

Compare to Cohort

A survival-based model places your equipment against similar assets' real failure history.

3

Get a Risk Number

180-day and 360-day failure probability per asset — a number you can actually plan a budget around.

4

Model Sharpens Over Time

Starts from industry-informed estimates; sharpens as your own plant's operating history accumulates.

Live Connection

Once you subscribe, our engineers handle the on-site work: installing the read-only edge collector, configuring it against your actual DCS or PLC endpoint, and registering your specific tag list. From that point, your dashboard is genuinely live — reading real data from your real equipment, never writing anything back.

Upload Path

Not ready to commit to a live connection on day one? Upload a CSV or historian export instead, and we'll run it through the same reliability model — a real, if not live, view of your equipment's risk exposure almost immediately, and a natural on-ramp toward a full live connection whenever you're ready.

See Your Risk Exposure Before You Connect Anything Real

Search any real power plant and see how our AI would monitor it — real architecture, real math, zero access to your systems required.

See a Live Demo Plant Start a Trial Run Schedule Consultation

Pick your boiler count and see your price instantly — equipment details come right after checkout, once your plan is confirmed.