How to set up standard Cognitive Services API Integration in Dynamics 365 (with some custom bits too!)

The release of Dynamics 365 at the end of last year saw some new features available for public preview. One of the features in preview is the Cognitive Services integration, currently available in the US. The Cognitive Services APIs are a group of APIs that span across different categories such as vision or text analytics. A large number of them have a Machine Learning component where a model will be created and then adjusted over time based on the data that it feeds upon, however not all of them require this and instead perform computation without having the ‘learning’ ability.

Introduction to Project Service in CRM 2016 Update 1

One of the most highly anticipated releases including in Microsoft Dynamics CRM 2016 Update 1 was the introduction of Project Service. The demos and introductions that Microsoft have given us glimpses of in the past 2-3 months have been amazing and really exciting. What is there not to be excited about when there is the pre-made solution available to Dynamics CRM users to be able to quote for and manage projects using tools that provide profitability insights, cost benefit analysis of performing a project at quote stage and resource management (including requests and a live skills matrix) within the system right out of the box?