Michael Green
Is AI the New Refrigerator?
Exploring the Invisible Power of Artificial Intelligence We’re surrounded by Gen AI in our phones, our workflows, even our smart home devices. Yet, most experiences with agents feel performative and require a lot of our attention. Chat apps, assistants, and „agents“ with a limited degree of agency, all require us to type or talk to […]
Check Yourself Before You Wreck Yourself by Underestimating AI Projects
How to Avoid Underestimating Generative AI Projects Generative AI offers businesses unexplored opportunities for growth. However, as I discussed with Jay Natarajan in our recent fireside chat, there is significant risk in underestimating these projects. Here, I share my insights on how to approach AI implementation wisely to ensure successful outcomes. Don’t Underestimate the Challenges […]
Always Right or Mostly Right?
Stochastic and Deterministic Systems Engineering Originally posted on Substack. Reader, I want to talk about two terms in AI: Stochasticism and Determinism. Stochastic systems are a bit like rolling dice. You make a likely prediction about what is going to happen, though you may not always arrive at the exact same conclusion. Think weather forecasting models or even […]
The „AI-Free“ Test
Originally posted on Substack. If you say „we need AI to [fix something]“ you haven’t defined the problem well enough yet. Recently I was told by a product leader at a major tech company that their team had been tasked with: “Use Generative AI to make the user experience better.” “What should I do?” they asked me. […]
AI as a Strategic Imperative: Insights from the Latest Industry Report
Google CEO Sundar Pichai once claimed that AI will have a more profound impact on humanity than fire, electricity, and the internet. It’s a weighty prediction, but there’s no question business leaders of all industries are taking AI seriously – and for good reason. AI’s potential can reshape the way business is conducted, improving operations, […]
RAGs to Data Riches
A Deep Look at the Power of Retrieval Augmented Generation Want to go from RAGs to data riches? Many enterprises are at the crossroads of data modernization and the age of AI, but few are leveraging either to their maximum potential. I invite you to watch my presentation below where we’ll take a dive into […]
Feedback to Features: How AI is Redefining Product Evolution
Predicting the right product to build, investing in prototypes, and testing those assumptions can be a long and expensive process. But does it have to be? It’s a new world for product development with generative AI. Generative AI isn’t only a technology— it’s a tool that can synthesize customer feedback, identify and design new products, […]
Top Five Data Platform Trends to Watch in the Coming Year
In 2023, 3.5 quintillion bytes of data were created every day. It’s almost impossible to imagine. It goes without saying, that number isn’t going down – and no, that’s not my first of the five trends for 2024. As data grows, so too do the challenges of managing it and leveraging it to improve your […]
