The Companies Creating the Most AI Value start With Decisions.
Last week, I wrote that the organizations making the greatest progress with AI are becoming easier to understand.
That article generated another interesting question."Where do we begin?" Most leaders assume the answer is technology. Choose a model. Build an agent. Automate a workflow. But after working with organizations across multiple industries...I've come to a different conclusion. The companies creating the greatest return from AI don't begin with AI. They begin with decisions.
Decisions are the real operating system
Every company runs on decisions. Thousands of them. Every single day. Should we approve this quote? Can we make an exception? Who owns this customer? Which pricing policy applies? How should this issue be escalated? Most organizations don't document decisions.They document processes. But processes only explain what should happen. Decisions explain why. AI needs both.
Hidden knowledge slows everything down
Walk through almost any organization and you'll hear the same phrases."Ask Susan.""Mike knows how that works.""It depends.""We've always done it this way." Those aren't just conversations. They're indicators. They reveal that important knowledge still lives inside people instead of inside the organization. For decades...That worked.Today...It doesn't scale. Not for new employees. Not for acquisitions. Not for AI.
Great companies reduce decision friction
The organizations seeing measurable AI ROI aren't documenting everything. They're documenting the decisions that matter most. The ones that create bottlenecks. The ones employees repeatedly ask about. The ones managers answer dozens of times every week. Every captured decision removes friction. For people. And for AI.
The leadership shift
I believe one of the most valuable questions leaders can ask today isn't..."Where should we use AI?"It's..."What decisions consume the most organizational energy?" Because wherever people repeatedly stop to ask...AI will eventually stop too. The opportunity isn't simply automation. It's organizational intelligence.
A question every CEO should ask
If your ten best employees disappeared tomorrow...What decisions would disappear with them? Whatever came to mind first...That's probably where your AI strategy should begin.
Final thought
Technology will continue improving. Models will become more capable. Agents will become more autonomous. But none of those advances replace organizational judgment. The companies creating lasting advantage won't simply automate work. They'll capture how great decisions are made. Because in the AI era...Knowledge matters. Processes matter. But decisions may become your organization's most valuable asset.
If you're evaluating where your organization can create measurable ROI with AI, I put together a short executive brief outlining where I'm seeing companies generate the greatest impact today.
You can download it free here:
https://stan.store/craigfrancisco/p/the-ceos-ai-strategy-brief-where-ai-creates-roi
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