Now partnering with AI company Entopy to implement AI data analytics across the business, Bio Capital has historically been investing in building a digital infrastructure to capture and bring together large-scale operational data from its AD sites across the UK.
Entopy uses advanced AI analytics and predictive models to transform large-scale infrastructure and logistics businesses such as the Port of Dover, where the company achieved 95% accuracy in forecasting traffic arrivals.
Development and testing
Karan Tyagi, head of business intelligence at Bio Capital, said: “The collaboration with Entopy is already yielding impressive results in its development and testing phase. In just five weeks since the development stage, the AI models have achieved an 85% accuracy in predicting biogas yields using 2024 data, with a clear trajectory to reach 95% accuracy in the near future.”
The project also involves trialling the use of an interface powered by a large language model (LLM), similar to well-known agents such as ChatGPT.
Toby Mills, CEO of Entopy said: “This is the first time we are partnering with an energy business of this scale and scope to provide real-time data insights and we are delighted with the way the predictive modelling is performing so far.”
Tom Hall, chief commercial officer at Bio Capital, said: “We are extremely pleased with the initial results of the AI trials. The predictive models are already providing a high degree of accuracy in forecasting biogas production, enabling more informed and strategic decision-making across the business and ensuring more efficient energy recovery from food waste.”
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