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AI Systems for Heavy Industry

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Our method

We specialise in domains that deal with heterogeneous input feeds, where material flow is discontinuous and difficult to measure.

We specialise in domains that deal with heterogeneous input feeds, where material flow is discontinuous and difficult to measure.

Think of secondary metal making, mineral processing or battery recycling, where different grades of input feed, like scrap or mineral ore, are moved via cranes and mobile loaders and put into specific mixes before processing. Material inputs greatly affect downstream processes, but the combination of uncertain quality and manual handling creates a fundamental visibility gap, forcing operators to rely on coarse estimations and suboptimal rules of thumb when making process decisions.

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a black and white photo of an abstract object

Our SOLUTION

Our AI vision models and camera hardware measure process conditions, track precise material handling events and recognise commodities and their quality.

Our AI vision models and camera hardware measure process conditions, track precise material handling events and recognise commodities and their quality.

Our AI models use these datastreams to optimise material mix decisions and other downstream process decisions.

Our AI models use these datastreams to optimise material mix decisions and other downstream process decisions.

The result is an integrated system that optimises end-to-end, reducing costs, and improving throughput and yield. The intelligence we provide flows across the entire business, and we deploy our AI systems beyond just the industrial processes to help customers tackle any bottleneck within their business operation, upstream or downstream.

Our team

a mixture of elite physicists, engineers and software developers

And we deploy them on-site with our clients for the majority of their time, resulting in real solutions that generate lasting value

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a close up of a black cell phone

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