Overview
In this episode of The Digital Diaries, Peter Woods sits down with data scientist, consultant and author Sebastian Wernicke to explore why the biggest obstacle to digital transformation isn't technology—it's organisational courage.
Drawing on two decades of experience leading data science teams, advising Fortune 500 companies and working on national-scale innovation projects, Sebastian challenges the idea that becoming "data-driven" is enough. Instead, he argues that organisations should aspire to become data inspired—using data not just to optimise existing processes, but to unlock entirely new ways of thinking.
From luxury car manufacturers predicting bespoke customer demand before an order is placed, to the hidden politics behind boardroom decisions, this conversation dives into why successful transformation is fundamentally about people, trust and decision-making—not algorithms.
If you're leading digital transformation, building AI capabilities, or trying to create a culture where better decisions happen, this episode offers practical insights that go far beyond dashboards and analytics.
Why being data-driven isn't the same as being data inspired
The surprising luxury car case study that generated millions through predictive manufacturing
Why stakeholder alignment matters more than building the perfect algorithm
The biggest mistake data professionals make when presenting to executives
Why decisions are rarely made in the boardroom
How organisational politics shape successful transformation
Why culture cannot be "fixed" in a 12-week engagement
The hidden role of psychological safety in better decision-making
How companies like Amazon and Netflix intentionally design decision-making processes
Why many failed technology projects are actually failures of culture
The inspiration behind Sebastian's new book, Data Inspired
Technology is rarely the hardest part. The real challenge is aligning people across functions and building trust before implementation begins.
The best data projects create new possibilities. Rather than simply optimising existing processes, truly data-inspired organisations use data to rethink how business is done.
Boardroom meetings don't change minds. Successful decisions are usually made through conversations and stakeholder alignment long before executives gather around the table.
Culture cannot be mandated. Sustainable transformation requires leadership commitment, psychological safety and deliberate behavioural change over time.
Decision-making deserves intentional design. High-performing organisations don't leave important decisions to chance—they build repeatable processes that encourage challenge, curiosity and evidence-based thinking.
"The thing holding organisations back isn't their tooling—it's their nerve."
"The hard part wasn't building the algorithm. It was getting everybody into the same boat."
"The decision is never made in the decision meeting."
"Culture is not a project."
"Technology often becomes the lightning rod for cultural problems."
This episode is for:
Business and technology leaders
Data and AI professionals
Digital transformation teams
Strategy and innovation leaders
Consultants and change managers
Anyone interested in how organisations make better decisions
Sebastian Wernicke is a data scientist, consultant and author of Data Inspired. With over twenty years of experience helping organisations use data more effectively, he has worked across Fortune 500 companies, public sector initiatives and large-scale transformation programmes. His work focuses on helping organisations move beyond optimisation to create genuinely data-inspired cultures and decision-making.
Data Inspired by Sebastian Wernicke
Amy Edmondson's work on Psychological Safety
Amazon's six-page memo decision-making process
Netflix's approach to empowered decision-making
Adam Grant's endorsement of Data Inspired
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