AI that prevents downtime in autonomous logistics
Pulsar turns ports, yards, and warehouses do into simulation environments where teams can handle failures before they happen.
Ports
Warehouses
Yards
01
One image
A single photograph of the terminal is all we need. No LiDAR, no ground truth survey.
02
Scene reconstruction
Monocular depth + gaussian splatting build a dense 3D representation of the static environment.
03
Asset placement
Cranes, AGVs and vessels are detected, parameterised and placed as controllable rigid bodies.
04
Failure rehearsal
Operators run physics-accurate failure scenarios in the twin, before any real incident occurs.
ACTIONABLE SIMULATION
Explore our pilots
Already mapped & test ready
Pending data acquisition
Upcoming targets
$14T
Global port trade
Global port trade
800+
Container ports
Container ports
< 5 min
Image to simulation
Image to simulation
94%+
vs. LiDAR accuracy
vs. LiDAR accuracy
Who we are
Built by engineers who've seen the failures firsthand
We are a team of robotics engineers, simulation researchers, and port operations specialists. Pulsar was born from a simple observation: the terminals most exposed to automation risk are also the ones least equipped to rehearse failure.
Our pipeline turns one photograph into a physics-accurate digital twin in minutes, no LiDAR survey, no proprietary data format. From that twin, operations teams run the scenarios that matter: crane collisions, AGV cascades, power-loss emergencies. Practice the worst before it ever happens on the apron.
COMING FROM
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