Understand the situation.
Choose the relevant product information, device signals and operational context. Ask when the request is ambiguous.
AI & Agents
Connected products give AI a way to understand the physical world—and a way to help within it. We bring that connection into focus, from conversation to action.
The connection matters
A question about a room, a product or a building needs more than a general answer. It needs relevant information, access to the right controls, and a clear view of what happened next.
That is where our connected engineering and AI work meet.
Already built
We built an AI scheduling service for a connected water heater. It learns a household’s hot-water rhythm, then heats the tank just before showers and taps instead of keeping it hot around the clock.
The heater reports its tank temperature through the day.
Hot-water draws are detected and grouped into the household’s recurring patterns.
A weekly pre-heat schedule, with each slot sized for the biggest draw it has seen, at the comfort level you choose.
The plan goes to the heater over the air, and the week can be reviewed in the app.
Different spaces. Different needs. A shared foundation.
Where are we using energy unnecessarily?
Compare consumption with occupancy and operating schedules.
Investigate an unoccupied zone running outside its schedule. Propose a revised cooling schedule.
Review the proposed action before it is applied.
Permissions, operating limits and confirmed outcomes belong in the design.
Photon Voice Studio / Interactive demo
Explore a conversational interface alongside simulated home appliances. See how a request can become a connected experience.
Open Voice StudioOpens a separate demo with simulated devices. Starting a voice session may request microphone access.
An approach to building agents
Choose the relevant product information, device signals and operational context. Ask when the request is ambiguous.
Connect tools to explicit permissions and operating limits. A conversation does not replace device safety systems.
Decide which actions can happen automatically, which need approval, and which should be handed to a person.
Distinguish a requested change from a confirmed result. Test incomplete data, unavailable devices and failed actions.
From possibility to a working system
Define the task, the data it needs, the actions it may take and the outcome you can measure. Build and evaluate a focused pilot before widening its scope.
Energy, maintenance and operations are potential applications. Scope and availability are agreed for each project.
Your product. Your workflow. Your space.
A product, a property, or a new possibility. We’ll start with one useful outcome.