Implementing artificial intelligence successfully requires human judgment

I started Portage Works because the hardest questions about artificial intelligence aren't purely technical — they're questions of judgment. And judgment is what I've spent my career building.

I began my career as an electrical engineer, where I learned to solve problems by asking the right questions before jumping to solutions. I then spent fifteen years in investment banking, advising and supporting energy businesses working through high-stakes transactions — mergers, acquisitions, sales, and capital raises — where being wrong is expensive and poor decisions have real consequences.

Those two disciplines taught me the same lesson from different directions: the quality of an outcome is set long before the work begins — by whether you framed the right problem, and whether you could separate signal from noise.

That's exactly where artificial intelligence is creating a gap. AI has made analysis, drafting, and options nearly free. What it has not done is decide which problem is worth solving, which answer to trust, or what's at stake if it's wrong. As the technology gets more capable, technical capability becomes abundant — and clear thinking becomes the scarce resource.

Many organizations are adopting AI faster than they're building the judgment to direct it. Portage Works exists to close that gap: to bring discipline and commercial judgment to the decisions that determine whether artificial intelligence creates value or just creates noise.