With AI Decisions, It Takes a Village

R. Bhattacharyya

Summary Bullets:

  • Successful AI projects take a village; project teams that include members from groups across the company are more likely to uncover the ‘what-if’ and ‘then what’ questions that are best addressed early.
  • GlobalData’s 2018 survey found that close to 40% of businesses include all affected parties in decisions related to big data and analytics solutions.

We’ve all heard that not only are machine learning (ML) algorithms time-consuming to develop and train, but that they also need access to vast data lakes and specialized data scientists. With these requirements, it’s no wonder that businesses tend to focus on identifying the skilled IT-centric resources required for undertaking an AI deployment. But AI isn’t just the playground of data specialists, successful outcomes take a village. Project teams that include members from different organizations across the company are more likely to uncover the ‘what-if’ and ‘then what’ questions that are best addressed early on. HR, legal, finance, customer service, operations, and other business units have much to contribute to a successful AI deployment. Continue reading “With AI Decisions, It Takes a Village”

Microsoft’s $7.5 Billion GitHub Buy Illustrates Dire State of Developer Deficit

C. Dunlap

Summary Bullets:

  • Vendors ramping up coding campaigns get creative in the battle for programming expertise.
  • Microsoft makes a play to scoop up as much coding talent as possible.

Technology’s greatest deficit today is talent. As the digital era moves into a complex new phase of microservices, serverless computing, blockchain, and artificial intelligence (AI), drawing on the expertise of capable programmers and data scientists to help spur adoption of new technology solutions is more important than ever – and difficult. A recent surge in campaigns to attract developers and grow developer communities among application platforms vendors such as IBM, Oracle, Microsoft, Salesforce, and others reflects the increased importance of gaining vendor loyalties. Continue reading “Microsoft’s $7.5 Billion GitHub Buy Illustrates Dire State of Developer Deficit”