Cristina is a global finance leader at Novartis, focused on architecting clarity and decision systems. With a background in finance at Deutsche Bank and restructuring at KPMG, she specializes in designing structures that reduce friction in complex environments. She holds an Executive MBA from IESE Business School.
Cristina is a deep thinker, exploring the intersection of technology, cognition, and organizational structure. Her writing delves into how acceleration and AI impact human judgment, autonomy, and decision-making, moving beyond simple automation to focus on enhancing visibility and cognitive frameworks.
Unique fact: She believes that when using AI, the biggest failure mode wont come from the model, but from the cognitive architecture of the person using it.
Read the full overview →They are quite aware of their needs and limitations, so they are unlikely to over-promise. They are heavily focused on quality and prefer doing things the right way, even if it takes time. They are always well-planned and adopt a systematic approach.
Calculativeness (C) reflects the degree to which a person is likely to be cautious, systematic and analytical. Those scoring high tend to emphasise quality and accuracy.
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