That as a mind-set gets people narrowed. Netflix's core competency in data science enables the personalization of the streaming experience based on user behavior. Netflix classifies and tags content to get a nuanced view of consumer preferences. Netflix has developed over 1,000 tag types that classify content by genre, time period, plot conclusiveness, mood, etc. These tags help to define micro-genres, which, by 2014, had already reached 76,897.

As more news organisations are turning to chatbots on Facebook as a way to make editorial content go further, you might be wondering how to get started yourself. Here is a guide to show you how to set up a Facebook chatbot account, a few ways to get audiences to subscribe to messages, how to set up manual broadcasts. To get started, head to www.manychat.com Note: you will need admin status to go any further. You will need to submit some business information around your role, the size of the company, level of experience and the purposes of signing up - you can tick that you are trying it out as a dummy run.

Xero has bolstered its machine learning capabilities for document processing and extraction using technology from Hubdoc, a company that the cloud accounting firm acquired last year for $70 million. According to Xero, the new machine learning capabilities means advisors will have access to more accurate information, gain deeper understanding of financial health, and the flow of data will become more automated. Xero added it is working with advisors to pilot a short-term cash flow tool that uses data and advanced statistical methods to provide small businesses with a 30-day view of artificial intelligence (AI)-powered cash flow predictions, including impact of existing bills and invoices. In addition, the company has introduced single sign-on, touting it as making it easier for developers to build on the Xero platform, onboard new users, and integrate Xero with certified third-party apps. Updates to the Xero Advisor Directory using geo-targeting have also been made, the company said during Xerocon Brisbane 2019, noting the technology will make it easier for small businesses to find a local accountant or bookkeeper and onboard new clients.

What if I tell you that Netflix is NOT in the business of media entertainment? Netflix not only has the largest worldwide subscriber base of any business but managed to keep growing it by 25% last year. Its market capitalization competes head to head with Disney, the most-valued entertainment company in the world. Netflix success story can not be explained without understanding their granular knowledge of their subscriber base and their AI driven focus on personalization. Netflix not only looks at millions of ratings, searches and "plays" a day, but the entire viewing history of billions of hours of content streamed per month.

This report examines the state of artificial intelligence (AI) investment, development and deployment as well as sources of resistance, potential effects on management and privacy among the first movers, early adopters and fast followers that constitute Constellation's subscriber base. This report leverages findings from the Constellation 2018 Artificial Intelligence Survey, in which Constellation asked C-level survey respondents about the drivers of business investment in AI, AI budgets, progress on AI implementations, business goals for AI, sources of resistance to AI adoption and the impact of AI on the workforce. Fifty C-level respondents completed the survey in January 2018. Responses were collected from Constellation's subscriber base on Constellation's website and ZDNet.com.