DEEPROVE

Deeprove is a technology company specializing in the testing, validation, and safety assurance for autonomous systems. The company provides a platform and tools to ensure that learning-enabled robotic and autonomous vehicles operate safely and reliably.

The firm's solutions are targeted at developers and manufacturers in the autonomous driving, robotics, and aerospace industries. Deeprove addresses the critical challenge of verifying the safety of systems that rely on machine learning and artificial intelligence. Its methods involve using data-driven reachable sets and simulation to stress-test AI controllers, identify potential failures, and guide performance improvements before deployment. This approach creates a framework for continual safety assurance, integrating safety checks throughout the design, testing, and operational phases of an autonomous system's lifecycle.

The business model likely revolves around providing its specialized validation platform as a service (SaaS) or through licensing agreements with companies developing autonomous technologies. By offering tools that can be applied to a wide array of systems—from autonomous cars and aircraft to quadrupeds and quadcopters—Deeprove positions itself as a key enabler for the broader adoption of safe autonomous technology.

Keywords: autonomous systems validation, AI safety, robotics testing, machine learning assurance, autonomous vehicle safety, controller synthesis, safety-critical systems, reachable sets computation, simulation-based testing, data-driven safety, robotic systems verification, continual safety assurance, aerospace autonomy, autonomous driving solutions, AI controller testing