Tag "CLAIRE"

Getting Ready for Data 4.0? Take the First Step with Cloud-Native Data Management

We’ve been on an exponential path with data over the last decade. Data 1.0 was when we used data to drive specific business applications. Data 2.0 was the aggregation of data to support enterprise-wide business processes. And in Data 3.0, we used data to power our digital transformation journeys. Today, with increasing demands and the... more

Binge-Watch CLAIREview for Industry Perspectives on Intelligent Data Cataloging and Metadata Management

Over the last few years, the phrase “Data drives all business transformation” has been ubiquitous and probably over-used in different contexts (I plead guilty to that charge as a data and analytics professional). But as we all collectively grapple with personal and professional challenges in the interesting times we are living in now, the importance... more

Master the Art of Data Science With Self-Service Data Preparation

Data preparation is what every AI and machine learning project needs right now. Roughly speaking, data preparation involves cleansing and transforming data before it’s used in analytics. To explain why it’s so important, let’s take a step back to an ancient board game. Go is a popular board game with origins in Asia. The aim... more

Don’t You Just Love being in Control?!

Earlier this year, Alex Tim and I delivered a workshop at the UX STRAT conference in Amsterdam. We developed our “AI Design for Enterprise Products” workshop for UX designers across industries, and centered around our experience working on CLAIRE, Informatica’s cutting edge AI technology featured in many of the company’s products. We spent the majority... more

Clarify Yourself, AI

Algorithmic decision making has become prevalent in systems such as online search, social media, productivity software, and autonomous vehicles. While these intelligent systems powered by AI offer tremendous benefits, the algorithmic decision making behind them often feels like a mystery. Without giving much thought to it, I used to blindly follow my friends’ activities on... more

A(I) Magical Leap to Trust

No two days are ever the same for our UX team, but not a single day passes without at least one discussion about AI-enabled experiences, whether we’re comparing the advantages of using a chatbot as a personal assistant for our customers, prototyping what happens when we add CLAIRE -driven recommendations to enhance users’ daily tasks,... more

How Informatica Uses Machine Learning and AI to Improve the Productivity of Data Engineers and Big Data Users

With IT budgets growing slowly, if at all, IT leaders know that increasing productivity is essential. There are three key ways to accomplish this when it comes to managing complex enterprise data environments: Deploy data lakes to automate and manage digital transformation solutions Enable self-service analytics for non-technical users Leverage machine learning to automate data... more