Advanced AI Asset Analytics

Identify Risk.Monitor.

Delivering advanced optimization and failure prevention by transforming IoT data into trusted and actionable AI insights. Move from reactive alarms to risk-based maintenance.

See how it works

The Value Chain

From raw signal
to business outcome.

Most monitoring stops at the dashboard. IoTea provides deep, physics-based analytics to carry the signal all the way through — maximizing uptime and unlocking true operational savings.

01

Monitor

Transform raw IoT data into trusted insights.

Capture telemetry across your entire fleet. We normalize the data to deliver a consistent, secure view of all your critical assets in real time.

02

Predict

Shift from reactive alarms to predictive lead time.

Our physics-based AI detects anomalies and forecasts asset health decline, allowing you to schedule maintenance days or weeks before a failure occurs.

03

Act

Risk-based interventions backed by deep expertise.

Receive bespoke AI-driven recommendations and quality-assured asset reports. Act decisively with the financial and operational evidence to justify every intervention.

Advanced AI Asset Analytics

Delivering advanced optimization
and failure prevention.

Secure

Trusted Data.

State-of-the-art IoT technology powered by the secure AWS cloud. One-way data communication ensures your environment remains protected while delivering accurate, high-fidelity tagging.

One-way secure telemetry to AWS

Smart

Platform Insights.

Proprietary physics-based AI machine learning models learn your assets. We deliver asset-specific lifetime estimates, clear KPIs, and pinpoint anomalies.

Asset Lifetime Extension85%
Anomaly Detection Rate98%
KPI Accuracy99%

Supported

Deep Expertise.

More than just a dashboard. Get quality-assured asset reports, continual anomaly investigation by our engineering team, and bespoke recommendations tailored to your infrastructure.

Expert engineers actively monitoring

ROI

Operational Savings.

Turn intelligence into measurable value. We quantify your savings potential across multiple dimensions, giving you the business case to scale predictive maintenance.

Energy SavingsCarbon EmissionsMaintenance CostsDowntime Reduction

How it works

From panel connection
to prediction in days.

01

Connect to what’s already there

We wire into your existing control boards and BAS interfaces. Cat5, dry contacts, open module ports, MQTT, OPC-UA, Modbus — whatever your equipment speaks, we speak.

Port-level integration
02

The system learns your equipment

Over the first weeks of operation, IoTea learns what normal looks like — load cycles, valve patterns, control-loop drift — so it can flag what isn’t.

Pattern learning
03

Insights flow to where your team works

Alerts route into your CMMS, ERP, or work-order platform. Your team gets live trends, pre-failure warnings, and an AI assistant they can query.

Work-order routing

The Platform

One pane of glass.
Every site. Every OEM.

Built for the people managing performance from a distance — not the operator standing next to the equipment.

IoTea — Control Center

Plant overview

Live

Assets online

4,218

+1.2%

Anomalies (24h)

37

−8

Mean response

1.4m

−12s

Uptime

99.98%

SLA

Throughput · last 24h

12,480 units

ActualForecast

Decision log

09:42

Turbine 7A

Vibration drift — auto-balanced

09:31

Line 3

Torque spike flagged, review queued

09:18

Press 12

Predicted bearing fatigue in 38d

08:57

HVAC N

Airflow restored

08:44

Reactor 2

Thermal envelope normalized

Portfolio view

Every site, one screen, one data model.

Pre-failure alerts

Drift, degradation, and anomalies surfaced days ahead.

AI assistant

Plain-English queries against live and historized data.

CMMS routing

Alerts flow into SAP PM, Maximo, and existing work-order tools.

In the field

Early deployments, in motion.

Pilot

An industrial OEM manufacturer — fleet monitoring across a multi-site product line.

Pilot

A commercial solar farm operator — portfolio-wide inverter and string-level visibility.

Pilot

A substation developer — commissioning and operational telemetry across distributed sites.

Each deployment is custom-built. References available under NDA.

How we work

Every deployment,
custom-built.

IoTea isn’t a generic platform dropped onto your equipment. We integrate directly with the hardware in your panels — which means every pilot ships with the exact fit for your environment, and nothing you don’t need.

Port-level integration

No middleware. No gateway tax. We wire into what’s already there.

One data model

Every OEM in your portfolio, normalized into a single schema your team can reason about.

Fit per pilot

Custom wiring, custom logic, custom dashboards — shaped to the equipment in your panels.