Our Blog: The Humankind of AI

We write to inform, share, and consider. We exist to build a brighter world for future generations through novel applications of machine learning and AI: humbled by our responsibility to be ethical participants. We hope you learn more about who we are, what we're writing about, and AI's impact on humankind.

AI-ifying Business Processes

AI applications range from simple rule-based systems to self-learning models, to complex multi-agent systems that autonomously reason and execute tasks.  And the cool AI technology evolves practically every day.

Data-Driven Product Managers Are the Future

A few weeks ago I met a fellow seasoned product manager for lunch. We conversed at length about our...

The Cold Start Problem

By far the biggest lesson I’ve learned since getting involved in AI is that quality data is the...

Investing in AI Initiatives

I’ve seen many different approaches to AI initiative investment over the past 10 years consulting...

Is Your Head in the Sand?

I regularly meet executives that are pondering what to do with AI.

Typical responses I hear are:

AI Return on Investment (ROI)

Building a compelling business case that wins executive support for a new investment is one of the...

Who’s Afraid of the Big Bad AI (and Data) Wolf?

It’s difficult in today’s business environment to escape being asked about how you are leveraging...

How to Know When You Need an AI Expert vs DIY

Knowledge is power. Knowledge is important in AI because it takes knowledge to effectively deploy...