Process development and manufacturing for biopharmaceuticals are often disjointed activities. Disconnects among groups are aggravated by a lack of common terminology and poor data management practices. A UK biotech consortium has initiated a collaborative development effort to address data management issues. The proposed outcome is a data model, based on the ISA-88 Standard for Batch Control, to capture process and facility data throughout the product lifecycle. A data framework that follows the ISA-88 model can simplify process scale up and enable early views of project costs and facility fit.