Software as a Service (SAAS) services featuring software that utilizes machine learning algorithms from time series data and event logs from discrete manufacturing operations or industrial process operations to discover patterns, perform analytics and produce early warnings of impending failures in equipment or production systems, impending changes in production quality or production safety, or impending production downtime and changes in production throughput

'algorithm':13 'analyt':33 'chang':47,59 'data':17 'discov':30 'discret':22 'downtim':57 'earli':36 'equip':42 'event':19 'failur':40 'featur':7 'impend':39,46,55 'industri':26 'learn':12 'log':20 'machin':11 'manufactur':23 'oper':24,28 'pattern':31 'perform':32 'process':27 'produc':35 'product':44,49,52,56,61 'qualiti':50 'saa':5 'safeti':53 'seri':16 'servic':4,6 'softwar':1,8 'system':45 'throughput':62 'time':15 'util':10 'warn':37

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