Published work
“Automotive R&D transformation: Optimizing gen AI’s potential value,” McKinsey & Company, February 2024
“A road map for Europe’s automotive industry,” McKinsey & Company, August 2023
“Electrifying the bottom line: How OEMs can boost EV profitability,” McKinsey & Company, November 2021
“Why the automotive future is electric,” McKinsey & Company, September 2021
“Reimagining the auto industry’s future: It’s now or never,” McKinsey & Company, October 2020
“Leaving the niche: Seven steps for a successful go-to-market model for electric vehicles,” McKinsey & Company, June 2020
“Coronavirus: Five strategies for industrial and automotive companies,” McKinsey & Company, March 2020
“The road ahead for e-mobility,” McKinsey & Company, January 2020
“Rethinking European automotive competitiveness: The R&D CEE opportunity,” McKinsey & Company, January 2020
“The case for an end-to-end automotive-software platform,” McKinsey & Company, January 2020
“The future of mobility is at our doorstep,” McKinsey & Company, December 2019
“The new realities of premium mobility,” McKinsey & Company, November 2019
“Reboost: A comprehensive view on the changing powertrain component market and how suppliers can succeed,” McKinsey & Company, November 2019
“Israel: Hot spot for future mobility technologies,” McKinsey & Company, September 2019
“Capturing value at scale in discrete manufacturing with Industry 4.0,” McKinsey & Company, September 2019
“How automakers can master new mobility,” McKinsey & Company, September 2019
“Harnessing momentum for electrification in heavy machinery and equipment,” McKinsey & Company, April 2019
“Mobility’s second great inflection point,” McKinsey Quarterly, February 2019
“Reimagining mobility: A CEO’s guide,” McKinsey Quarterly, February 2019
“Winning tomorrow’s car buyers using artificial intelligence in marketing and sales,” McKinsey & Company, February 2019
“A long-term vision for the European automotive industry,” McKinsey & Company, January 2019
“Reserve a seat—the future of mobility is arriving early,” McKinsey & Company, December 2018
“Profiling tomorrow’s trendsetting car buyers,” McKinsey & Company, December 2018
“Artificial intelligence as auto companies’ new engine of value,” McKinsey & Company, January 2018
Education
Vienna University of Economic and Business
MA, material sciences
MA, economics