Onboard autonomy · Field-proven

Every autonomous machine comes home

BabAI is onboard software that protects the platform, whether a drone, a robot or an autonomous vessel, when sensors degrade, GPS is lost and danger appears. AI-based computer vision and multi-sensor fusion detect the threat, predict the collision and steer clear in milliseconds. No pilot, no data link.

BabAI onboard object detection on a camera feed
01 — The problem

When sensors fail, autonomous machines fail

Smoke, dust, radiation, electromagnetic interference and lost GPS degrade sensors one by one. Conventional collision avoidance assumes healthy sensors. When they go, the platform is on its own, and a single failure can end the mission or destroy the asset.

BabAI is built for exactly these degraded-sensor environments: nuclear facilities, mines, wildfires, disaster medicine. It runs next to the platform's flight or drive stack, not instead of it, and takes over perception when sensors drop out one after another.

For the platform

You do not think about threats. We do. You complete the mission.

For the fleet owner

Your assets come back. Mission data is certified. Insurance is cheaper. The regulator is satisfied.

For everyone else

Every autonomous platform with BabAI is safer by design. Not because it is smarter, but because it is protected.

How it works

Three moves, faster than the danger

01

Sees

Camera-based computer vision and multi-sensor fusion. When one sensor degrades, the next takes over, with no gap in perception.

02

Predicts

AI models anticipate the trajectory of obstacles, aircraft and debris before they close in.

03

Evades

Issues an evasion command in under 53 ms. The platform keeps its mission and comes back.

Our mission

We are the safety belt of autonomous machines. Whatever the environment, the platform comes back.

Field-proven

Tested in GPS-denied, electronic-warfare-saturated environments.

<53 ms
Reaction time
90 g
Onboard module
3
Sensor families fused: EO/IR, LiDAR, radar
0
GPS or data links required
The product

Drop-in onboard protection

Runs on the platform's existing compute or ships as a 90 g module. Integrated through an SDK, with no hardware replacement and no rewrite of the flight stack.

Perception
EO/IR · LiDAR · Radar · Inertial
Reaction
< 53 ms
Runs on
Host CPU/GPU or 90 g module
Integration
SDK · MAVLink
Autonomy
No pilot · no link · no GPS
Talk to our engineers →
In the field
Field test: BabAI station tracking an aircraft
Field test: BabAI station tracking an aircraft
Missions

One protection layer, every environment

Where the environment degrades sensors, BabAI keeps the platform alive. The strongest fits are marked; the rest are applications where the value is real but narrower.

Core fit

Medical air ambulance

GPS spoofing, a bird strike or an airspace conflict while carrying organs, blood or plasma means the patient does not receive it. BabAI makes sure the platform arrives.

Core fit

Disaster medicine

Flood zones, earthquake debris, chemical perimeters. GPS is gone and smoke degrades sensors. Graceful sensor handoff keeps the platform flying as sensors fail one by one.

Core fit

Wildfire and emergency response

Smoke blinds optical sensors, thermal updrafts destabilise the aircraft and rescue helicopters share the airspace. BabAI switches to thermal and inertial inputs automatically.

Core fit

Search and rescue

Mountain terrain, collapsed structures, no GPS. A crashed SAR drone means a person is not found. BabAI prevents the crash with no network or satellite required.

Core fit

Anti-poaching and nature surveillance

The platform can be jammed or intercepted. BabAI detects the attack, reroutes and seals all collected evidence in an encrypted, timestamped package.

Also applicable
Storm meteorology Critical infrastructure inspection Stratospheric platforms (HAPS)
Roadmap

Microsatellite health monitoring and debris awareness

Radiation degrades onboard sensors over months, and trusted onboard data is essential for debris conjunction analysis. BabAI health monitoring applies today; full orbital evasion is on our roadmap.

Simulation: satellite collision avoidance
Core fit

Nuclear facility inspection

Radiation degrades every sensor faster than any other environment. Conventional collision avoidance struggles here; BabAI is built for it, in Fukushima- and Chernobyl-type scenarios.

Core fit

Mine and tunnel inspection

Robots and drones with no GPS, gas and dust blinding optical sensors, and passages only two to three metres wide. A lost inspection platform in a mine is a total loss. This is the most extreme degraded-sensor environment there is.

Also applicable
CBRN robots Railway infrastructure inspection
Core fit

Autonomous passenger ferries

Passengers aboard means the highest safety obligation. Autonomous ferries already operate in Norway and Finland. BabAI is the protection layer regulators are moving to require.

Core fit

Port operations and autonomous tugboats

Dense interference from port radar, moving vessels and cranes, and GPS multipath from metal structures. BabAI keeps the platform's integrity where no single sensor can be trusted alone.

Also applicable
Maritime search and rescue

Subsea cable and pipeline inspection

Vehicles work with no GPS, far from recovery. Onboard health monitoring is the only protection when the platform is entirely on its own.

Offshore wind foundation inspection

Cables, anodes and marine growth make a complex obstacle field. BabAI prevents the entanglement or collision that ends an expensive offshore mission.

Nuclear plant cooling-water ROVs

Radiation in water degrades sensors faster than in air. BabAI is designed for accelerated sensor degradation.

Partners and ecosystem

Partnerships that make the impossible possible

We work across the whole ecosystem, because a strong network builds what no single player can build alone.

Drone and robot manufacturers (OEM)

Platforms for civilian missions that need a certified, hardware-agnostic protection module. We integrate through an SDK, with no hardware replacement.

Mission operators

Fleets in medical logistics, emergency response and environmental surveillance, where losing the platform has real human consequences.

Universities and R&D

Joint research, grants and consortia, including programmes for the safety of autonomous systems and dual-use technology.

Clusters and associations

Autonomous-systems and drone industry networks.

Distributors and integrators

Resellers and system integrators who extend our reach to new markets.

Equipment suppliers

Cameras and compute for the onboard stack.

Space agencies and operators

Onboard autonomy for satellites (roadmap).

Investors and accelerators

Capital, network and validation.

Become a partner →
Who we are

Founded in 2024. 20+ engineers across Ukraine and the EU.

ML, computer-vision and embedded engineers building the protection layer for autonomous platforms.

Roman Karpenko

Roman Karpenko

Founder
Join the team

We are always glad to meet engineers who like hard problems.

See our LinkedIn

Ownership of the result

We see it through, and we look after the people next to us. Real results are built in a team where everyone is heard.

Autonomy

Initiative is the standard. See a problem, solve it.

Systems thinking

We solve the problem, not its symptoms: find the root cause, break the complex into the simple, act.

Drive to grow

Technology moves fast, and so do we. New tools and approaches are our environment, not a challenge.

Team

We speak directly, hear one another and move in one direction.

Ready to launch a pilot?

Drone and robot manufacturers, mission operators, integrators: tell us about your platform and mission. We will plan a test.