Ambient Context platform

The Intelligence Layer for Energy

A single AI-powered intelligent edge device that provides real-time energy visibility and control. Designed in New Zealand. Built for enterprise-grade performance and total privacy.

One Device. Complete Visibility and Control.

The Ambient Context platform is delivered through a kiwi designed and developed AI-powered intelligent edge device that installs at the circuit level. It uses non-intrusive load monitoring to identify every connected asset by its electrical fingerprint, then applies machine learning to optimise energy use, detect degradation, and enable grid participation. All processing happens on-device. No data ever leaves your site.

How the Platform Works

1

Connect

The edge device installs at the circuit level and integrates with existing building management systems. No equipment replacement required.

2

Identify

Non-intrusive load monitoring identifies every device and asset by its unique electrical fingerprint without individual sensors.

3

Learn

Machine learning builds a digital twin of your environment, learning occupancy patterns, equipment behaviour, and seasonal variations.

4

Optimise

Predictive and prescriptive AI reduces energy costs, detects degradation before failure, and enables demand response and VPP participation.

Core Capabilities

Electrical Intelligence (NILM)

Non-intrusive load monitoring identifies every device by its electrical signature. Single-point measurement replaces hundreds of individual sensors.

Behavioural Learning

Machine learning identifies occupancy patterns, usage routines, and seasonal shifts. The platform adapts to how your environment actually operates.

Digital Twin

A living model of your environment that enables scenario simulation, demand forecasting, and energy plan comparison across providers.

Predictive Maintenance

Detect abnormal electrical signatures and identify equipment degradation weeks before failure. Autonomous shutdown protection is a planned capability.

Grid Integration

Orchestrate solar, batteries, and loads for demand response participation, VPP programs, and distributed flexibility.

Energy Strategy

Model ROI for solar, wind, and battery investments. Simulate energy plans across providers. Move from reactive purchasing to strategic energy control.

Security and Privacy Architecture

Security is not a feature. It is the foundation of the platform. Every design decision prioritises the protection of your operational data.

100%
On-Device Processing

All intelligence runs locally. No data is transmitted to external servers.

Zero
Cloud Dependency

The platform operates independently. Internet connectivity is never required for core functions.

Encrypted
On-Device Storage

All data stored on-device is protected with enterprise-grade encryption.

Your
Data, Your Control

You decide what stays local and what connects remotely. Optional cloud access is never mandatory.

Hardware Agnostic Integration

Ambient Context integrates with your existing infrastructure. No vendor lock-in. No equipment replacement.

Building Management

BACnetModbusBMSSCADA

Home Automation

KNXControl4Vantage

Energy Systems

Solar InvertersBattery SystemsEV Chargers

Connectivity

EthernetWi-FiCellular (optional)

Deployment Model

1

Assessment

We survey your environment and identify where the greatest opportunities for savings and reliability improvement exist.

2

Installation

A certified partner installs the device at the circuit level and configures integration with your existing systems. Minimal disruption.

3

Intelligence

The platform begins learning from day one. Visibility is immediate. Optimisation and predictive capabilities improve continuously.

See the Platform in Action

Book a pilot to experience real-time energy visibility and control in your environment.