Digital Technology and Sustainability at Henkel
McKinsey Quarterly article on how Henkel is using AI, advanced analytics, and a digital backbone to improve manufacturing operations, lower costs, and cut emissions. The scale: one business unit’s platform includes digital twins of 40+ production sites and distribution centers—and receives 1.5 billion data points from sensors, cameras, and robots each day.
Data Ethics: What It Means and What It Takes
McKinsey Digital article on how companies can put data ethics into practice.
Prediction: The Future of CX
Article for the McKinsey Quarterly on how predictive analytics are reshaping customer experience.
Asia at the Speed of Light: An Interview with the Head of ReNew Power
McKinsey Quarterly interview on how the energy transition will transform Asia and how one of the region’s largest clean energy companies is helping India pursue its renewable energy targets. I structured, crafted, researched, and edited this interview.
Clips from the McKinsey newsletter Intersection
From salt farmer to solar technician
Newsletter issue on women leading climate action and an effort to draw more women into the solar energy industry. Plus: a look at promotion rates for technical roles across industries.
Picture a CEO. Who do you see?
Newsletter issue showcasing an interview with Dr. Hayaatun Sillem, then head of the Royal Academy of Engineering. Dr. Sillem reflects on the evolving role of engineering in a dematerialized world and engineering’s vital role in sustainability.
Why Americans are hearing so much about lead lately
A look at efforts to find and replace America’s lead pipes and service lines—and the use of machine learning to predict which service lines are made of lead.