Machine Training
Take advantage of Aechelon’s synthetic training data and virtual sensor feeds to improve and validate the accuracy of your AI/ML models for autonomous navigation and ISR.
Incorporating decades of worldwide multi-spectral/multi-domain Image and 3D scene content – all available to customers in real-time.
Aechelon Synthetic Reality dynamically produces simulated video, images and data for a range of AI/ML training applications – including all Visible, Electro-Optical/Infra-Red, LIDAR and Radar inputs of your system.
Train your next-generation of AI/ML with Synthetic Reality in all weather, day or night, everywhere on Earth – with realistic scenarios representative of actual combat.


Train Your Machines.
Without Flying. At Scale.
Mission success in the new theater of war with autonomous weapon system swarms and distributed persistent ISR is only possible with millions of hours of virtual testing, at scale, and without exposing your assets to the adversary. Synthetic data is the only viable way to securely train and validate the next generation of autonomous defense.



Augment Reality. Anywhere.
Aechelon’s geo-specific production pipeline has trained the Company’s AI servers and models to generate billions of 3D features – at scale, worldwide.
The Company’s database densities are matched by its proven multi GPU-based rendering engine with demonstrated performance of multiple channels of 8K @ 240Hz.
By supporting genuine resolutions and frame rates without extrapolation, Aechelon ensures proper training at real flight speeds (including supersonic) as well as at lowest and highest altitudes. All while sustaining the actual target detection ranges in the visible, EO/IR and Radar matching the real-world content.
Mission Fidelity. Ground Truth.
Use your own ISR Assets to ensure maximum ground truth, either for training, mission rehearsal or live 3D generation and registration.
Reproduce your Areas of Interest with extreme 3D reconstruction and train your Machines, Sensors, Automatic Target Recognition (ATR) and GPS-less Navigation.
All at any time of day, night, weather, smoke or fire with real-time 4D simulation of the 3D environment and shadows multiplexed with ephemeris data.



For All Conditions.
Any Weather. Anywhere.
Aechelon engineers have decades of experience developing the highest-end visualization for terrain and 3D use-cases in Synthetic Reality. Patented features are combined with volumetric 4D weather as well as physics-based smoke visualization and movement.
ML-driven snow accumulation is based on each pixel’s precise elevation, orientation and material properties – all providing a predicted environment for a sensor’s specific wavelengths and atmospheric propagation.
GPU-based Real-Time Computational Fluid Dynamics. Anywhere.
Aechelon solutions incorporate the most advanced GPU-based Computational Fluid Dynamics (CFD) solvers, which are able to augment local winds with the effects of terrrain. All 3D features such as trees and man-made structures are incorporated into very high resolution aero-turbulence mathematical models, available once again on a worldwide basis.
Aechelon systems support both government and commercial geo-specific weather servers to provide realistic machine training using a Synthetic Reality environment matching actual past, current or predicted atmospherics conditions.

Improve simulation and training and visualization with geo-specific digital representations of real world environments.
1998
1999
Awarded first program, USMC AV8B Harrier Radar Night Attack
OTW, EO/IR, NVG, Radar
Direct Mission Systems Stimulation
2011
First Contiguous Multi-Spectral Global Database Fielded
2017
Fielded premier visualization multi-GPU product, Nucleus with ML/AI driven databases
Stimulating MINOTAUR and JSE
2020
Developed and delivered first eye-limiting mixed reality (MR) system
Testimonials
Don’t just take it from us! See what our customers have to say about why they’ve turned to us as a trusted leader since 1998.