Andy has been Crowdsourcing since 2005. He works with customers and prospective customers to shape and install strategic crowdsourcing-based programs to accelerate innovation and delivery. His portfolio covers the public sector and the integrators and consultants that serve it. Andy’s practice experience includes: Design and delivery of Center of Excellence programs to provide enterprise-wide crowdsourcing bandwidth and training; Data Science programs for delivery of simultaneous, on-demand access to solutions in predictive analytics, machine learning, machine vision; Prototype and innovation acceleration programs to lower cost of investment in new markets.