Make the right consequential choices
Decide where AI and data deserve executive attention, investment, and accountable ownership.
AI, data & operating transformation
I help leadership teams make the data and AI decisions that matter.
EKNE Consulting bridges AI strategy and operating reality through C-suite advisory, interim CDO and CAIO mandates, and leadership of commercial-transformation programmes where data and AI are the lever.
01 / C-suite advisory02 / Interim CDO & CAIO03 / Transformation leadership
From possibility to performance
Technology choices are only useful when the operating model moves with them.
The work sits where strategy, commercial priorities, data, AI, and organizational ownership meet.
Turn strategy into operating capability
Connect ambition to governance, teams, information, workflows, and measurable commercial outcomes.
Lead across the hard boundaries
Move programmes through the gaps between leadership, business units, technology, and delivery.
The work becoming a product
floThink.ai is how I run my work at the frontier of AI.
I built floThink.ai first to run my own work: to turn frontier AI capabilities into practical productivity, repeatable workflows, and a dependable record of what people and agents do together. It now supports my advisory work, helps me build workflows around real operating problems, and is being tested by multiple teams.
Explore floThink.aiIdeas that compound
Research, field notes, and practical operating insight.
Apply AI: Unleashing LLMs in your business
Four practical tactics for putting large language models to work and turning experimentation into business advantage.
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Exploring the strategic capabilities of LLMs in a risk-game setting
An empirical look at how language models reason, coordinate, and compete in a strategic game environment.
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Robust one-hot encoding
Production-grade one-hot encoding techniques in Python and R, designed to remain dependable beyond a clean notebook example.
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Judgment is an operating capability
Lead the team, not only the technology.
Successful data and AI work depends on mandates, decision rights, commercial context, delivery discipline, and people who can work across professional boundaries.
In practice
“Hans Christian has demonstrated excellent technical and mathematical skills, as well as a great learning ability and rate of personal development. His sincere passion about his field of expertise is clearly reflected in his professional conduct and work. Hans Christian is well organized, reliable and he has developed good working relationships with his colleagues.”Thomas Pedersen, CIO, Eika Forsikring