Insights From

Rajkumar Venkatesan

Worried About Artificial Intelligence? You Aren’t Alone.

Many people are worried about AI taking their jobs. The companies making AI tools are also concerned, notably about the public’s trust in the new technology. Ideas to Action checked in with UVA Darden faculty to learn more about trust and AI.

AI in Marketing: How Customer-Centric Companies Can Benefit from Data Privacy Regulations

The latest advances in AI offer companies unprecedented opportunities to become more customer centric. As Darden School of Business Professor Rajkumar Venkatesan expounds in his recent book, The AI Marketing Canvas: A Five-Stage Road Map to Implementing Artificial Intelligence in Marketing, AI can help companies create and deliver superior customer value through personalized products and services.

5 STAGES OF AI MATURITY IN MARKETING: A BLUEPRINT FOR THE MARKETING REVOLUTION

Leverage the potential of artificial intelligence, the value of first-party data and the power of stickers: Darden Professor Raj Venkatesan discusses the importance of personalization and data-driven marketing — and offers his blueprint to navigating the marketing revolution.

Rise of the Machines: AI and the Future of Business

The economic base of the postindustrial world is defined by technology and service industries and the rapid way machine learning is changing them. Artificial intelligence’s influence on consumer expectation and business strategy has changed the way the workforce delivers goods and services — and is existentially changing the workforce itself.

Marketing Meets AI: How the Next Marketing Revolution Will Unfold and What Marketers Can Do to Prepare

Professor Raj Venkatesan discusses his book, The AI Marketing Canvas: A Five Stage Roadmap to Implementing Artificial Intelligence in Marketing, with the Batten Institute’s Sean Carr to examine where the industry is headed and how marketers can responsibly manage AI-powered marketing in the rapidly evolving media landscape.

Media Attribution in Marketing: A Primer

TV ads? Pay-per-click? Organic search? Fine-grained data about consumer interactions with brands is helpful if marketers know how to identify the value of the channels used and see their contributions to customer acquisition and retention. Developing an attribution model is a gradual process; here are four key stages in the journey.

Data Matters: 4 Workplace Functions

Darden experts offer some examples of varied workplace functions on which data analytics can have massive impact. It serves, drives and can lead to wild (though methodically so) success in multiple and varied areas of an organization. 

AI Powered Marketing: A 5-Stage Path to Success

In an AI-powered economy, characterized by sweeping technological advancements and fast-changing customer preferences, brands face a complex challenge. To survive, they need to build AI and machine learning into their marketing toolkits. Professor Rajkumar Venkatesan’s AI Marketing Canvas can help guide them through that that process.

Netflix vs. Disney Plus: What’s Downstream for Streaming?

Home entertainment has transformed. In a matter of years, we’ve gone from rabbit ears on the television to — come the November debut of Disney Plus — mouse ears on streaming media. What does that mean for Netflix and other competitors? What will the future bring for these companies and consumers?