Machine learning forms the core of our automation strategy. The recent fast-paced development in artificial intelligence and machine vision provides a way to extract patterns and high-level semantic knowledge from data in near real-time. This automation moves far beyond replication of historic analysis, allowing us to identify, analyse and understand dependencies and relationships on a level far beyond manual design and analytic capability. Such automated methods are designed, optimised and deployed using in-house and in-cloud services, rapidly providing insights on huge datasets in a short time-window. Interfaced with smart data visualisation tools, they provide access to core information in the shortest possible timeframes.
Collaboration with industrial partners to effect transfer of our machine learning knowhow and capabilities to partner problems in the aerial, video and drone analytic domains is already well established. We have developed in-house a rigorous problem evaluation strategy and can handle the whole pipeline of machine learning design, from conception to roll-out.
