Spatial intelligence for the Physical AI era

The spatial intelligence layer for your app.

Your app starts to see the real world. Your users presence and movement become real-time events for your business to analyze with data, trigger campaigns and act on. Indoor and outdoor, with a lightweight SDK and within LGPD.

mesh · real time
Presence event POI · entry · h3

Presence is born from the meeting between two points of the network.

1

Your app gets the SDK

A few lines integrate the Group Link SDK into your app, cross-platform and with low power use.

2

It finds an anchor

The SDK detects, by proximity, a physical anchor (GL Station, TV or integrated screen) or another app with the SDK nearby.

3

The meeting becomes an event

The proximity handshake generates a presence event: where, when and in which POI, without relying on GPS.

4

You receive it in real time

The event reaches your backend via webhook, ready to become a campaign, a lead or an insight.

Who brings Dataoris spatial intelligence into the real world.

Official channels that build Dataoris technology into their own solutions, each in its own market.

Want to see your brand here?

Become a Dataoris partner and bring spatial intelligence to your market, with ready-made technology and a new revenue stream.

Become a partner too

Your analytics sees every click. And stops at the store door.

Digital products understand everything that happens on screen: sessions, screens, events and conversions. But when the user closes the app and walks into a store, a stadium or a hospital, that trail vanishes.

This gap between digital and physical is costly. Product teams optimize what they measure, and today they measure only half the journey. The central question is how to recover physical context continuously, lightly and without invading the user privacy. It is the same gap that defines the Physical AI era: AI systems only decide well about the physical world when they can perceive it.

Your analytics sees:

  • Sessions and screens
  • Clicks and events
  • Funnels and conversions
  • Revenue in the app

Analytics does not see presence, movement and dwell time in the real world.

From signal to insight, in three layers.

A single architecture: the SDK captures the signals, the engine interprets them and the APIs deliver everything ready for your product. You adopt one layer or all three.

Capturar Coisas & Hardware SDKs IoT SINAIS Entender Spatial Engine células H3 POIs & território presença & permanência MÉTRICAS Ativar APIs & Dashboard Push CRM Automações via webhook em tempo real DECISÕES
01

Capture

Dataoris SDK

Presence, proximity and dwell time events are born from the meeting between points of the network: the app with the SDK and a physical anchor (POS, TVs or the GL Station hardware) or another app with the SDK nearby. All indoor and outdoor, in the background and with low power use.

  • Handshake between devices
  • Things: POS, TVs and GL Station
  • Physical anchors, not GPS
  • Indoor and outdoor, low power use
02

Understand

Spatial Intelligence Engine

Raw signal becomes a comparable metric. H3 spatial indexing, points of interest, geobehavior and physical attribution across areas, periods and cities.

  • H3 spatial indexing
  • Points of interest (POI)
  • Geobehavior and recurrence
  • Physical attribution
03

Activate

APIs, Webhooks and Dashboard

Decision-ready insights and real-time triggers. Contextual notifications, actionable audiences and enrichment of your CRM and BI.

  • APIs and Webhooks
  • Actionable audiences
  • CRM enrichment
  • Insights dashboard
app.ts
import { Dataoris } from '@dataoris/sdk';

// initialize with your key
Dataoris.initialize({ apiKey: 'sk_live_•••' });

// receive presence events in real time
Dataoris.on('presence', (event) => {
  // where, for how long and in which POI
  console.log(event.poi, event.dwellTime);
});

Spatial intelligence in a sprint, not in a quarter.

A lean SDK, with ready-made events and clear documentation. You integrate in a few lines and receive presence, proximity and dwell time without building a location pipeline from scratch.

Behind the simplicity, the SDK detects the device meetings with the network, a physical anchor or another app with the SDK nearby, does the heavy lifting of filtering noise and saving battery, and delivers clean events. You decide whether to handle the events in the app or send them to your backend via webhook.

A few lines

Initialize and start receiving events the same day.

Cross-platform

iOS, Android, React Native and Flutter.

Low power use

Optimized for battery and background use.

Indoor and outdoor

Real presence where traditional GPS fails.

H3

Compare areas, periods and cities with the same yardstick.

Each presence event is organized in H3, an open spatial indexing system that divides the world into hexagonal cells of known size. Built for global-scale urban analysis and adopted by mobility and logistics companies worldwide, H3 gives movement a single yardstick: any region becomes comparable to any other, in any period, from the neighborhood of a store to an entire city.

Instead of loose coordinates, each event is mapped to a hexagonal cell, at the right granularity to read points of interest: commercial regions, urban centers, footfall hubs. Hexagons have uniform neighbors, which makes flow maps and region comparisons far more precise than square grids. And because the analysis happens per cell, not per individual, anonymization is natural.

H3
Open spatial indexing system
Hexagonal
Uniform neighbors, fair comparison

The network that learns: spatial intelligence that calibrates itself.

GPS only works for those who opened the app. And the other users? A large share do not keep GPS active or use the app only occasionally. With traditional approaches, less than 5% of the available physical signals are captured, and the CRM runs on incomplete data.

Dynamic POIs are the AI element of the platform: users with active GPS become sensors that calibrate and expand the network. Points of interest emerge from people real behavior and go on to enrich spatial intelligence for everyone, including those who do not share location. The larger the base, the greater the coverage and precision.

01

Self-calibrated network

POIs emerge organically from real user behavior, with no predefined map.

02

Passive enrichment

Users without GPS gain spatial context through inferred proximity to already-validated POIs.

03

Natural scale

Each new user increases the coverage and precision of the network, at no additional cost.

From the user with GPS to the entire base, in real time.

1

User 1 opens the app

With GPS active, the SDK records the position and creates or confirms a Dynamic POI in the region.

2

POI is calibrated

The point is indexed in H3 and refined as other users with GPS pass through the same region.

3

User 2 is detected

Without active GPS, the SDK detects signals from the environment and infers the user proximity to a validated POI.

4

CRM enriched

A presence event is generated for the user without GPS, preserving privacy and maintaining high precision.

Dynamic POIs vs. other approaches

Dataoris Dynamic POIs Traditional GPS Fixed Beacons
Indoor coverage High Low High (when installed)
Prior infrastructure None None Hardware required
Scales with users Network effect Linear Does not scale
Works with app closed Yes No Yes
Cost of expansion Zero Low High, per point
Enriches CRM passively Yes No Partial

Built for those who decide, integrate and analyze.

Product & Growth

Engage by where, not just by when.

Notifications at the right moment, physical journeys and new features based on real presence. More engagement, more retention.

Engineering

Stop building location from scratch.

Lightweight SDK, ready-made events, indoor and outdoor, low power use and clear documentation. Integration in a few lines.

Data & Analytics

From event to modeled data.

Raw and enriched signals, H3 indexing and mobility attributes ready for your CRM, BI and pipeline.

Real presence, not approximate location.

Traditional GPS was built for maps, not for understanding spatial behavior. The Dataoris SDK does not rely on satellite coordinates: it records the device meetings on the Group Link AIoT network, via a proprietary and patented BLE protocol, with physical anchors and other apps with the SDK, and builds a reliable presence history with low resource cost.

Traditional GPS

Without SDK

  • Point-in-time location
  • High battery use
  • Low context
  • Incomplete history
  • Works only with app open
  • Low precision in indoor environments

Dataoris SDK

Complete spatial intelligence

  • Presence and proximity events
  • Low resource use
  • Works indoor and outdoor
  • Rich history: routines, patterns and recurrence
  • Presence confirmation by real proximity
  • Real behavior transitions

Spatial intelligence without giving up privacy.

In Brazil, compliance is not an optional differentiator, it is a prerequisite. Dataoris was designed to deliver physical context while respecting the user at every step.

Explicit consent

First-party data, per installation, with user consent.

Anonymization by default

Spatial aggregation via H3 from the moment of capture.

100% compliant with LGPD

Privacy considered from the design stage.

Real impact, by industry.

+60%

repeat customers

Retail

+42%

transactions

Food service

+9.2%

visits

Apparel

+4.5%

conversion

Pet shops

+2%

visits

Convenience stores

+8.4%

footfall

Home centers

* Data from market research.

1:1 activations with the SDK installed

Act at the right moment and place.

Contextual notifications

The SDK detects the user entering a POI and your app fires the right message.

Geolocated push

Your app sends the push when the user arrives on site, not before or after.

Location-based offers

The offer in the app changes based on where the user has actually been.

"Passed by and did not enter" journeys

The SDK records who passed by the anchor without entering and your app reactivates that lead.

Reactivation by territorial absence

Your app identifies who disappeared from a region and reopens the conversation.

Route-based recommendations

The presence history feeds the recommendations inside your app.

Ready to give spatial intelligence to your app?

Talk to our team or start with the documentation. From integration to first insight, in a sprint.