Ambient intelligence for commercial spaces
Physical spaces that learn.
We build sensing and AI agents that measure how people use commercial spaces, respond in the moment and test every change, without identifying anyone.
How it works
Sense, understand, respond, improve.
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Sense
Sensors turn movement into anonymous events on the device. No footage leaves it.
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Understand
Agents learn what normal looks like and explain what changed, with the evidence.
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Respond
Agents act on conditions in the moment, through the systems you already run.
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Improve
Every change is tested against a control. What works is kept, and every result is remembered.
Every result shapes the next cycle
What sets us apart
Experiments, not dashboards.
Analytics tools show what happened and leave the rest to you. We close the loop. An agent finds where people drop off, designs one change, tests it against a control, keeps it only if it works and records the result. Each space builds up its own tested knowledge, and what works in one becomes a test in the next.
Engagement, measured for any point in a space:
- Passing traffic
- Approach rate
- Stop rate
- Dwell time
- Interaction rate
- Conversion
Why we do it
Most of what happens in a commercial space is never measured.
Online, every click is measured and every change is tested. In commercial spaces, decisions still rest on instinct and on whatever is easy to count. Ambient Analytics began with Microsoft Kinect, which made behaviour measurable without seeing who anyone was. Agents can now do the rest: interpret, respond and test.
Every sensor and agent we build is bound by a published constitution: safety first, then privacy, then your limits, then usefulness, with hard limits that nothing overrides.
Contact
Talk to us.
If you run commercial spaces and want to know what they could learn, get in touch.