Technology

Six technologies. One model of the world.

Every autonomous machine has to answer the same questions. Each technology in the Kaiinos platform answers one of them.

One modelSMARTOUTGEOSPATIAL AIDIGITAL TWINSSIMULATIONPREDICTIVE AIEDGE AIGENERATIVE AI
Six questions

Every machine has to answer them. Every day.

01 · Geospatial AI

Where is the robot? What surrounds it? What has changed?

Understands the physical environment from satellite, aerial, drone and scan data, and notices when it changes.

  • Detection and classification
  • Change and anomaly analysis
  • Spatial prediction
CHANGE · NEW STRUCTURE VEHICLE · 3 FOUND
02 · Digital twins

What does the environment look like before we deploy?

A living digital version of a real place and its assets, updated as the place changes, not a one-off 3D model.

  • State and change models
  • Scenario comparison
  • Operational context
GEOMETRY ASSETS LIVE STATE TWIN · UPDATED CONTINUOUSLY
03 · Simulation

What happens when the machine operates there?

Tests routes, behaviour and edge cases inside the twin before a robot ever moves on site.

  • Agent-based and system simulation
  • Scenario exploration
  • Testing before real-world action
SCENARIO 3 OF 4 · PASSED BLOCKED
04 · Predictive AI

What conditions or risks are likely to emerge?

Looks ahead at how the environment and its assets are likely to change, so machines and people can act first.

  • Time-series forecasting
  • Risk scoring
  • Optimisation
RISK THRESHOLD NOW LIKELY IN 6 DAYS
05 · Edge AI

What intelligence needs to run close to the machine?

Runs inference on the sensor or the machine itself, and sends on only what changed. Fast, and light on bandwidth.

  • Sensor and drone inference
  • Low-latency operations
  • Onboard processing
LIDARCAMERATHERMAL EDGE NODE ONLY WHAT CHANGED
06 · Generative AI

What changed? Why? What happens next? What should we do?

Lets engineers and operators ask the physical world questions in plain language, with answers traced to their sources.

  • Smartout copilots
  • Document and map retrieval
  • Automated insight generation
KAIINOS COPILOT● LIVING TWIN
Why did the AMR routes change in Hall 2 this morning?
A pallet was left in aisle 2 at 09:14. The twin updated within seconds and two routes were moved to aisle 3. No robot stopped.
NODE E-12TWIN v0914ROUTE LOG

ILLUSTRATIVE EXAMPLE

Working together

Six technologies. One live picture.

They share one model of the environment inside Smartout, so what one learns, the others use straight away.

INReal-world dataSatellite, drone, scans, CAD, sensors, robot telemetry
SMARTOUTSix technologiesGeospatial, twins, simulation, prediction, edge, generative
OUTDecisionsMission packages for machines, answers for people

See how the platform works

Put the stack to work on your environment.

Tell us about your machines and where they operate.

Talk to Kaiinos

hello@kaiinos.ai