The proposed development of an Anaerobic Digestion (AD) facility in a rural, industrial-zoned area presented significant safety and environmental challenges due to the storage and handling of flammable gases such as untreated biogas and upgraded biomethane. As a “lower tier” COMAH (Control of Major Accident Hazards) establishment, the facility was subject to strict regulatory oversight and required a detailed land use planning assessment. The primary concerns included the potential for major accident scenarios—such as vapour cloud explosions (VCE), jet fires, flash fires, fireballs, and pool fires—following the accidental gas releases from various site installations, including the energy centre, compressors, bay trailers, digesters, and biogas pipelines. A robust land use planning assessment was required due to proximity to residential properties, industrial buildings, and infrastructure (e.g., substations) to minimise off-site risks.