Manufacturing Excellence through Surge: With the help of data science techniques, improvement in production yield were observed at Gajraula, Nira and Bharuch manufacturing facilities for Diketene, 3CP, P2E and AC2O. For 3CP, improvement in throughput was also observed. Trials for other molecules are also underway.