Platform

One platform. From the physical world to the machine.

Real-world data in. Decisions robots and operators can act on out.

SPATIAL DATA IN SATELLITEDRONELIDARSENSORSCAD / BIM 01Data foundation02Analytics03Applications04Decision support DECISIONS OUT
What goes in

Start with the data you already have.

Kaiinos fuses sources that usually live in separate systems into one spatial record of the place. No single sensor sees everything. Together they do.

Satellite

Wide-area context, terrain and change over time.

Drone

High-resolution aerial surveys on demand.

LiDAR and scans

Precise 3D geometry from mobile and fixed scanners.

CAD and BIM

Building and plant models become the starting twin.

Site sensors

Industrial sensors and cameras, connected through the sensing layer.

Robot telemetry

Position, perception and events from the machines themselves.

Bathymetry

Depth grids and seabed maps for subsea work.

Enterprise systems

Assets, maintenance and operations data.

How it works

Six steps. One loop that keeps learning.

Every mission sends field data back to the twin, so the next run starts from a more accurate picture of the world.

Smartout the twin stays in sync 01Capture02Understand03Recreate04Simulate05Deploy06Continuouslyupdate
  1. CaptureSatellite, drone, LiDAR, sensors and existing records, combined into one spatial record of the place.
  2. UnderstandGeospatial AI finds objects, surfaces, hazards and what changed since last time.
  3. RecreateA navigable digital twin with the geometry, state and context a machine needs.
  4. SimulateTest routes, missions and scenarios in the twin before anything moves in the real world.
  5. DeployMaps, routes and keep-out zones go to the machine. Edge AI runs what must happen on board.
  6. Continuously updateSite sensors, robot telemetry and field results flow back in. The living digital twin changes as the environment changes.
The stack

Smartout. The engine underneath.

Kaiinos' geospatial and physical-world intelligence engine, in four layers from raw data to decisions. Kaiinos extends it with robotics-specific capabilities.

04

Decision support

Operational insight for complex physical systems, from one site to a whole fleet.

  • Fleet supervision
  • Alerts and approvals
  • Smartout copilots
  • Reporting
03

Applications

Dashboards, APIs, field tools and custom interfaces that plug into robots and existing systems.

  • Mission planning
  • Route generation
  • APIs for autonomy stacks
  • Field apps
02

Analytics

Reusable geospatial workflows and domain models.

  • Object detection
  • Change and anomaly analysis
  • Risk scoring
  • Forecasting
01

Data foundation

Spatial, time-series, sensor and enterprise data integration.

  • Ingestion and fusion
  • Spatial indexing
  • Versioned twins
  • Time series
Extended with GEOSPATIAL AIGENERATIVE AIDIGITAL TWINSSIMULATIONEDGE AI
What comes out

One platform. Two audiences.

Machines get data they can plan against. People get answers they can act on.

For machines

A mission package the autonomy stack can use directly, kept in sync as the site changes.

MapsRoutesKeep-out zonesMission plansAPIs
MISSION PACKAGE · AMR-02● SYNCED
site
Hall 2 · Floor 02
twin
v2026.09.28-0914
route
R-041 · 312 m · 6 waypoints
keep-out
3 zones · press cell, dock 3, aisle 4
updated
09:14 · dock 3 blocked
fallback
Hold and request operator

ILLUSTRATIVE EXAMPLE

For people

Dashboards, alerts and a copilot that answers questions about the site in plain language.

DashboardsAlertsCopilotReports
KAIINOS COPILOT● LIVING TWIN
What changed in Hall 2 since Monday?
Three changes affect robot routes:
  • Racking moved in aisle 4
  • New keep-out zone around the press cell
  • Dock 3 blocked since 09:12
AMR routes were updated at 09:14. Nothing needs your approval.
NODE E-12SCAN 26 SEPROUTE LOG

ILLUSTRATIVE EXAMPLE

Bring us the machine and the environment. We'll show you what it needs to know.

From the first scan to live operation, we'll map out what Kaiinos can do for your deployment.

Talk to Kaiinos

hello@kaiinos.ai