Ian serves customer service application professionals. With a focus on the ways AI is transforming customer service technology, processes, and labor models, he is an expert in contact centers. His research keeps a sharp focus on customer experience and agent experience issues. Ian is an award-winning columnist, is regularly quoted in major global publications, and is a frequent speaker at industry conferences.