Katalyze AI develops artificial intelligence software for the biopharmaceutical manufacturing industry. Its platform connects raw material, laboratory, and manufacturing data to support process monitoring, quality management, and production workflows. The company uses purpose-built AI models to analyze bioprocess data, identify process deviations, and provide insights that help improve manufacturing efficiency while supporting regulatory compliance. Its software integrates with existing laboratory and manufacturing systems, enabling organizations to consolidate data and automate parts of their biomanufacturing operations.