
VESPR VALIDATE
The solution to building trust in your AI by independently testing and validating your machine-learning models.
Test against
real-world conditions.

Produce results for experts and non-experts.
Empowered AI Decision-Making
01
Accelerate the MLops pipeline
Streamline your model testing timelines from months to days.
02
Apply a wide variety of tests
A one-stop testing platform to stress test models against dozens of risks.
03
Maintain performance visibility
Results are presented in plain language to guide human-in-the-loop decision-making.
04
Be prepared for the unexpected
Obtain a clear understanding of how and when models will fail to perform.
How VESPR Validate Works


Stress-testing For Real-world Conditions
Weather and Light Conditions
Test model performance against changing weather conditions such as rain, snow, fog, as well as ambient light-related conditions.
Blur and Defocus
Ensure models continue to operate even when the image or data quality is negatively affected.
Model Inversion and Privacy Testing
Protect your model’s training data by testing its robustness against external actors.
Security Against Adversarial Threats
Benchmark ML model security against adversarial attacks on imagery and other data sets.
VESPR Validate Use Cases
Aerial imagery and reconnaissance

Target identification

Adversarial security

Interoperability

Weather Events

Environmental / Mission conditions

Model acquisition
