From the notes
I write about where AI actually breaks — with the data.
An executive series, every claim anchored in verified research from Gartner, McKinsey, WEF, MIT and others.
Most AI and digital initiatives don't fail on technology. They fail because decisions, product strategy and execution are misaligned. For 20+ years — across Telecom, Finance, Healthcare and Enterprise SaaS — I've built the human-centered systems that turn that misalignment into measurable outcomes.
Not interfaces in isolation — the connected system of strategy, product and adoption that decides whether technology creates value or just cost.
Real programs at enterprise scale. Confidential financials are withheld; results shown as documented percentages and counts.
Led a distributed cross-functional team and a modular re-platforming that ~3–4x'd delivery throughput and halved turnaround.
A LeadID model unifying Google Analytics, Pardot and Salesforce — closing the loop from traffic source to opportunity.
Re-platformed enterprise & wholesale web on a modular base seeding a headless system across LatAm regions.
An executive series, every claim anchored in verified research from Gartner, McKinsey, WEF, MIT and others.
If that's the kind of leader your team is looking for, let's talk.
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