AirportsA wrong turn costs a flight. Dwell is the whole model.
Spatial agentic AI
AI has read the entire internet. It has never been inside your building.
Spatia builds a living model of physical space, and gives agents the ability to act inside it.
Three Spatial AI agents. One conversation.
These agents understand the space and where you are inside it. That is what makes them different. The consumer, the venue and a brand each get one, they settle it between themselves over one shared live position, and hand back a single clean answer.
Consumer asksFind me a quiet coffee close by.
Venue answers, from live floor stateCorner Cafe. Low crowd, two minutes away.
Brand offersTwenty percent off, if it is on the way.
One answerGuided there, offer applied. No map opened.
Every exchange makes the next one sharper, and it only happens inside.
Watch a building become data.
Structure mappedfloor by floor
Why it compounds
The more Spatia runs, the smarter it gets. Every venue adds to what it learns, and that learning stays inside your walls. It compounds day after day, and no one outside can copy it.
It runs on the venue's own systems.
Spatia is not a rip and replace. It is three spatial agentic AI models that sit on top of the IT and data a venue already has, so it fits the way the business already runs and stays inside its own compliance.
Sits on what is already there
Your infrastructure, made spatial
The models plug into the venue's existing systems, floor data and networks. Nothing new to stand up, nothing sensitive leaving the building. It reads the live state the venue already produces and turns it into answers and actions.
Compliant by construction
Inside the venue's own rules
Because it runs on the venue's own footprint, it stays inside the venue's data governance and privacy posture. The consumer, venue and brand models each work within that boundary, so it is safe to switch on without handing control to anyone outside.
One layer, three models, running on infrastructure the venue already owns.
Three models, one phone. No round trip.
Most assistants send every question to a data centre and pay for it by the token, so cost climbs with every question asked. We built our three models to run on the phone itself. Answers are computed on the device, which keeps the cost of running the product flat no matter how much it is used.
The whole loop stays inside the phone
Cost of operating
More questions should not mean a bigger bill.
Cloud assistants. Every question is a fresh round trip billed by the token, so the operating cost keeps climbing as usage grows.
Spatia on device. The models are already on the phone, so answering the millionth question costs about the same as the first.
Everyone is racing to build agents. None of them can act indoors.
$0BIndoor location by 2031
$0BLocation analytics by 2031
$0BAI training data by 2033
MarketsandMarkets · Grand View Research
Large, busy, and completely unmeasured.
MallsFootfall counted at the door and lost right after it.
StadiumsSixty thousand people needing the same four answers.
MuseumsA thousand objects, three hours, no guidance.
HospitalsLate arrivals that begin as navigation failures.
EventsCrowds that appear for a day, move fast, and never mapped.
Practically any large indoor space where GPS fails, Spatia makes it work. From warehouses to factories to public interest spaces.
Spatial computing, product, growth.
An early AR/VR pioneer, and host of 1CW: ONE’S Changing the World, a celebrated deep-tech podcast.
Two decades building consumer businesses and new categories.
Dinesh Kumar PillaAI Engineer
Ships the app and the on device engine that makes it all run.
Advisors
