
I remove years of operational debt by connecting leadership's needs with on-the-ground workflows, and inserting governance that secures real adoption — and I do it in a human-centered way.
I bridge the gap between leadership’s vision and the way work actually happens on the ground — my work slots in within your strategy but above daily operations, technical tooling, and systems — it has altitude.
That’s governance — the decision clarity, ownership, and structures that support real adoption.
This approach reduces risk, prevents rework, and makes adoption easier because the system reflects your real operational reality.
There's nothing wrong with idealized workflows. Visioning — or "dreaming and scheming" as I like to call it — is part of leadership.
But systems that stick are those designed to meet you where you are now, while avoiding the operational and technical debt that shows up later by skipping steps.
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I begin with decision clarity and responsibilities of the project first, then within your organization.
Strategy only works (and tooling only matters) when decision rights are explicit and consequences are owned by roles, not people.
If it's not safe to fail, it's not safe to succeed, either.
In other words, if you want your team to take measured risks that further your organization, they need the rights and the wiggle room to do it — even if it is not always successful.
My process flips the traditional order. I put authority clarity first because that’s where the unnamed gaps — and the real risks — live.
Starting here stabilizes the entire build (and operations downstream) by preventing operational debt and improving adoption.
Collaboration only truly works when everyone knows who holds what and why, and when helping is not converted into job or scope expansion by default.
Conscientiousness cannot be exploited — even inadvernently — without creating operational debt.
Some may seem obvious, but in practice may be more implied than locked in.
They also matter for data provenance & lineage.
Not the features.
Not tools.
Not pretty dashboards.
We can do all those things, but they're the icing, not the cake.
It's the clarity of structure and decisions — even for smaller, leaner organizations — that lays the foundation for smooth operations and systems that stick.
P.S. Automations and integrations — and especially Gen AI — are introduced when they truly create more ease and efficiency, rather than simply increasing need for oversight.