In more than 70 sessions, Gartner analysts and industry speakers have looked into what it takes to become an insight-driven enterprise. At the Gartner Data & Analytics Summit which was held on October 23, 2018, at Frankfurt, many of the presentations focused on how to do AI right. Speakers endorsed governance on the data front. They emphasized cataloging the data landscape, ensuring data quality, and enforcing data access control with transparent policies and strong encryption at rest and in transit. The presenters also stressed evaluating the value of data and balancing investments accordingly.
On the analytics front, ethics were on everybody’s mind. Analytics and artificial intelligence may be transforming our lives, but the industry has to reconsider privacy, fairness, transparency, and trust to avoid the inherent risks. These requirements can be partially incorporated into the data scientist’s toolbox and methodology, but the responsibility rests also on the shoulders of the organization. For this reason, many companies and associations have started defining a code of conduct for big data analytics.
Behind the scenes
Honestly, many participants didn’t come here to talk about their concerns over AI. Instead, they were looking for ways to accelerate their journey in machine learning (ML) – and, they found a plethora of ideas in overcrowded rooms where start-ups promised a bright future with automated machine learning (AutoML). These modern AutoML platforms probably won’t take data scientists’ jobs away. They will instead take over repetitive tasks and substantially accelerate the building and deployment of predictive models. So, now is a good time to jump on the AutoML bandwagon.
At the Capgemini booth
The Capgemini booth highlighted artificial intelligence. We met both potential and existing clients, and their main interest inevitably was finding a killer AI use case for their business. We showed them real Capgemini use cases related to their industry and discussed how to approach them in their IT landscape.
To wrap it up: We have received much guidance from Gartner on the strategy for data and analytics plus brilliant ideas from the contributing vendors for the real world problems. Now it is our turn to drive the journey to the insight-driven enterprise even further and meet again next year at the Gartner summit.
Authored by: Rudiger Eberlein
Email ID: email@example.com