UK based Power Roll Ltd has partnered with Swansea University on an Innovate UK (UKRI)-funded project to assess characterisation techniques for perovskite solar cells (PSCs). The AI-Enhanced Perovskite Manufacturing using Inline Metrology, Performance Assessment and Characterisation Techniques (AI-IMPACT) project is awarded under the Developing Semiconductor Hardware for Critical Technologies call and addressed gaps in inline and end-of-line (EOL) testing for large-scale PSC manufacturing. The project aimed to develop inline testing tools and stability guidelines to support accreditation and industry standards. Throughout the project, Power Roll will supply roll-to-roll (R2R) perovskite solar film samples for evaluation. Swansea University’s SPECIFIC Innovation and Knowledge Centre (SPECIFIC IKC) has been adopting solar-based building technologies. Its photovoltaic (PV) group developed the first fully printable R2R perovskite device and will undertake reviews of standards, metrology, equipment, large-scale characterisation routes and artificial intelligence (AI) monitoring methods.