Framed by foresight above...
Futures & Foresight
Context; Where is this going?
Workflow
Architecture
Governance
Data
Org
Design
AI/IT
Architecture
Behaviour & Cognition
Why does change stick or fail?
...and human reality below.
You don't need to rebuild everything. You need to know what's actually slowing you down — and fix that first.
HeadWinds make you grow.
AI investments fall short when organizations treat them as purely 'technical' problems. When they do fail, it's at 3 points: unstructured data, unclear governance/processes and people who aren't ready - the 'behavioural dimension'.
Most jump straight to technology. I start with how your people actually work:
Once we understand how your people coordinate, I assess whether your data architecture reflects that reality or fights against it. If not, no AI tool will fix that— mess is automated faster. I help organizations face avoided tensions by aligning their architecture with how people naturally coordinate, designing and building accordingly thus reducing fatigue while delivering immediate value: sustainable work, agility, and growth. Then we add AI selectively where it genuinely helps.
"AI is forcing these questions into the open. Organizations that answer them honestly will be able to adapt and thrive."
Strategic Tiers & Proven Results.
"We know what's broken, but can't stop to fix it."
Decision landscape + assess readiness + working automation = intelligence solving real problems
You keep running. I come alongside, build it, check it holds.
Dutch Renewable Energy Developer
Built a Python-based ETL program that allows the end user to visualise supplier performance on multiple axes — risk and cost — given a specific asset base, in Excel, to inform future commercial negotiations. Delivered in three months. Working in an environment the end user already knows. Not over-engineered.
Why start here? Prove ROI quickly, assess readiness, or uncover blockers before committing to larger transformation. Most organizations enter at Tier 1—even those confident they need Tier 2-4 work—because diagnostics protect that investment.
↴"We know this needs to work better, but we can't see how"
As-is/to-be workflow redesign with focus on governance clarity & optimisation
German Maritime Inspection Firm
Full operational process mapping: as-is & to-be. 3 approval gates removed; admin tasks cut. Designed proprietary LLM: facilitates proposal, risk assessment & QC document prep; reduces onboarding from 1.5 -> 0.5 years; enhances training services
"We've patched this for years — it's time to build something that lasts"
Co-Designing foundations for sustained change
Enterprise: International Offshore Wind Operator
Turned 14 independently-operating vessel sites into a single self-managing system — bridging site autonomy and corporate strategy through organic adoption, peer-led scaling, and bonus/malus contracts that made self-management commercially inevitable.
"Our industry is shifting, and we need strategic foresight"
Candid incorporating of futures thinking about uncertainty, risks and scenario planning
German Maritime Inspection Firm
Strategic analysis: where the maritime inspection market is heading, how the firm should position itself; which AI capabilities to invest in, what scenarios to prepare for.