TECH SUPPLIER Jun 2018 - Market Note - Doc # AP43964518
Deep Business Know-Hows to Mitigate the Cold Start Problem of Data-Driven Intelligent Solutions
The cold start problem — in which training data is far from being optimal for the engine of machine intelligence to kick-start or run at satisfactory conditions — is prevalent in the enterprise world, where the data layer consists mostly of proprietary business, operational, and transactional data, and is not readily usable from the availability, quality, or governance perspective. At the PwC Shanghai Analyst Day held on May 24, 2018, two Greater China-based enterprises, a leading global biopharmaceutical company and Bridgeharbour (a subsidiary of BIPPO Advisory Group), talked about the cold start problem when onboarding solutions powered by machine intelligence, and how the deep business know-hows of PwC have proved to be instrumental.
Asia/Pacific Artificial Intelligence and Big Data Strategies , Asia/Pacific Artificial Intelligence and Content Analytics , IDC Financial Insights: Asia/Pacific Financial Services IT Strategies , IDC Government Insights: Asia/Pacific Government and Smart Cities Digital Transformation Strategies , IDC Health Insights: Asia/Pacific Healthcare Digital Transformation Strategies
Business consulting services, Cognitive/artificial intelligence, Content management, Digital transformation, Identity and access management, Integration and process automation middleware, Sales enablement