Why the OODA Loop Is the Decision Framework Every Leader Needs Right Now

I spend a lot of time working life with founders, CEOs, and boards. Across continents, across industries, across stages of growth and contraction. The question I hear most right now is not "What AI tools should we use?" It is "How do we move fast enough to keep up, without making a catastrophic mistake?"

That is a decision problem. Not a technology problem. And the best decision framework I have found for it was not built in Silicon Valley. It was built in the cockpit of a fighter jet.

Colonel John Boyd, United States Air Force, was one of the most consequential military strategists of the twentieth century. He never published a book. He never sought the spotlight. But the thinking model he developed has shaped how militaries wage war, how businesses compete, and how the sharpest leaders on the planet make decisions under pressure.

He called it the OODA Loop: Observe. Orient. Decide. Act.

If you are a founder trying to figure out where AI fits into your product roadmap, this is for you. If you sit on a board wondering whether your company is moving too fast or too slow on AI adoption, this is for you. If you are a CEO carrying the weight of decisions that will either accelerate your organization or expose it to risk you cannot afford, this is especially for you.

Because right now, AI is not a technology race. It is a decision race. And the leaders who learn to loop faster, with better orientation and clearer judgment, will be the ones still standing when the dust settles.

The Cockpit and the Boardroom

Boyd developed the OODA Loop by studying why certain fighter pilots won dogfights and others did not. The answer was not about who had the faster aircraft or the better weapons. It was about who could process the situation, adjust their orientation, and commit to action before the other pilot could finish thinking.

The pilot who got inside the opponent’s decision cycle won. Not because they were reckless, but because they were disciplined about cycling through a process that most people never consciously practice.

Here is the loop, simply stated:

• Observe: Gather information. What is actually happening? What signals are you receiving from your market, your customers, your competitors, your team? What data is available to you right now?

• Orient: Make sense of what you are seeing. This is where most people get it wrong. Orientation is not just analysis. It is the lens through which you interpret everything: your experience, your biases, your culture, your mental models, your blind spots. Boyd called this the most important phase. He was right.

• Decide: Choose a course of action. Not the perfect action. The best available action given what you know right now. Perfectionism kills more organizations than bad strategy ever has.

• Act: Execute. Then immediately cycle back to Observe. What happened? What changed? What did you learn? Loop again.

The power is not in any single phase. The power is in the speed and quality of the loop itself. And the leader or organization that can cycle through this loop faster and with better orientation than the competition will have the advantage. Every time.

Jamie Dimon, the chairman and CEO of JPMorgan Chase, has publicly endorsed the OODA Loop as a core decision model. He shared it in his annual letter to shareholders. If the leader of one of the world’s most consequential financial institutions finds this framework essential, it is worth your attention.

Why This Matters for AI, Right Now

Most organizations approach AI the way they approach any new technology: they form a committee, hire a consultant, build a roadmap, run a pilot, evaluate the pilot, adjust the roadmap, seek budget approval, and then maybe, eighteen months later, they do something. By which point the landscape has shifted three times.

That is not a strategy. That is organizational paralysis dressed up in project management language.

AI does not wait for your steering committee to finish deliberating. The models are improving on a weekly basis. New capabilities are emerging faster than any roadmap can account for. Your competitors are already experimenting. Some of them are already deploying. The question is whether you are going to keep studying the field while someone else wins the dogfight.

The OODA Loop gives leaders a disciplined way to move fast without being reckless. It replaces the false choice between "move fast and break things" and "wait until we know enough." You will never know enough. The fighter pilot never has complete information. What they have is a process for making the best possible decision at the speed the situation demands, and then adjusting immediately based on what happens next.

That is exactly what AI adoption requires.

OODA Applied: A Practical Framework for AI Adoption

Let me walk you through what this looks like in practice. Not theory. Practice!!

Observe: What Is Actually Happening?

Before you decide anything about AI, you need to observe with honesty and without agenda. That means looking at your own organization first. Where are the bottlenecks? Where are decisions slowing down? Where is institutional knowledge trapped in someone’s head instead of embedded in a system? Where are your people spending hours on work that AI could compress into minutes?

Then look outward. What are your competitors doing? Not what they say they are doing at conferences, but what they are actually deploying. What are your customers beginning to expect? What has changed in your industry in the last ninety days that you have not yet absorbed?

Observation is not passive. It is aggressive, intentional information gathering. The fighter pilot is not gazing out the canopy. They are scanning instruments, checking mirrors, reading the environment with every sense available. Your observation phase should feel the same way.

Use AI itself to accelerate this phase. Feed your competitive landscape into a large language model and ask it to surface patterns you might be missing. Use AI research tools to synthesize market reports in minutes instead of weeks. The tools are available today. Use them.

Orient: The Phase Where Leaders Win or Lose

Boyd was adamant: orientation is the center of gravity. Everything depends on it. Your orientation determines what you see, how you interpret it, and what options even occur to you.

This is where most AI strategies fail. Not in the technology selection. Not in the budget. In orientation.

If you orient to AI through the lens of fear, you will see threats everywhere and move too slowly. If you orient through the lens of hype, you will overspend on tools that solve problems you do not actually have. If you orient through the lens of ego, you will resist AI because it threatens your identity as the person who has the answers.

The right orientation for AI adoption is this: AI is a decision and leadership system, not a collection of tools. It changes how decisions get made. It changes where authority sits. It changes what leadership even means in your organization. If you are not orienting around those questions, you are already behind.

Ask yourself and your team these orientation questions:

• Where in our organization does AI change who makes decisions, and how?

• What assumptions about our business model does AI invalidate?

• Where must human judgment remain non-negotiable?

• What biases are shaping how we see this technology?

• Are we orienting to AI as it is today, or as it was six months ago?

That last question is critical. The AI landscape moves so rapidly that if your mental model of what AI can do is even a quarter old, your orientation is already outdated. You are flying with yesterday’s instruments.

Decide: Choose. Then Choose Again.

The decision phase is where leaders earn their keep. And the single biggest mistake I see in AI adoption is the pursuit of the perfect decision. Leaders wait for certainty. They want to know that the tool is the right tool, that the use case is the right use case, that the timing is right, that the risk is manageable.

The fighter pilot does not have that luxury. Neither do you.

Boyd’s insight was that a good decision made quickly and adjusted rapidly beats a perfect decision made too late. In the context of AI, this means: pick a real business problem. Pick a tool. Run a focused experiment. Measure what happens. Learn. Loop again.

I am not advocating carelessness. I am advocating decisiveness. There is a profound difference. Carelessness ignores risk. Decisiveness acknowledges risk, accepts that you cannot eliminate it, and commits to learning faster than the risk can accumulate.

For boards, this means creating governance structures that enable speed rather than prevent it. Too many board-level AI conversations are designed to slow things down. The question should not be "Have we covered every risk?" The question should be "Are we learning fast enough to stay ahead of the risks we cannot yet see?"

Act: Small, Fast, Measurable

Action in the OODA context is not a grand launch. It is a controlled experiment. Deploy AI in a contained environment. Automate a single workflow. Use a large language model to accelerate one research process or compress one decision cycle. Measure the result. Then loop back to Observe.

The organizations getting this right are not the ones making the biggest AI investments. They are the ones running the most loops. Each loop teaches them something. Each loop refines their orientation. Each loop makes the next decision better and faster.

This is how you minimize risk while maximizing learning. You do not bet the company on a single AI initiative. You run dozens of small, fast loops. Some will fail. That is the point. The failure is cheap. The learning is priceless.

The Orientation Trap: Where Boards and CEOs Get Stuck

I work with organizations where AI rarely fails because the technology is wrong. It fails because AI changes how decisions are made before leaders notice. Authority drifts. Judgment gets deferred to algorithms. Responsibility blurs. Culture reshapes itself quietly. Most organizations do not see this happening until trust erodes, decisions slow down, or leaders feel strangely disconnected from outcomes they still technically own.

This is an orientation problem. Leaders are so focused on what AI can do that they fail to ask what AI is doing to their leadership system. They are observing the technology without orienting to its second-order effects on authority, accountability, and culture.

Boyd understood this deeply. He knew that the most dangerous moment in a dogfight was not when you were under fire. It was when your orientation was wrong. When you thought you understood the situation but did not. When your mental model of reality diverged from reality itself.

For leaders adopting AI, the orientation question is not "What can this technology do?" It is "What is this technology doing to how we lead, decide, and hold each other accountable?"

Speed Is Not the Point. Tempo Is.

There is a common misreading of the OODA Loop that reduces it to "just go faster." That misses Boyd’s deeper insight entirely. Speed without orientation is just organized panic.

What Boyd actually advocated was tempo: the ability to change speed, direction, and intensity relative to the situation. Sometimes the right move is to accelerate. Sometimes the right move is to slow down just enough to reorient before accelerating again.

In AI adoption, this means knowing when to push forward aggressively and when to pause, reassess, and adjust your orientation. A board that slows down an AI initiative because the governance framework is not ready is not being cautious. It is being strategic. A CEO who accelerates AI deployment in customer service because they have strong feedback loops in place is not being reckless. They are exercising good tempo.

The goal is not to be the fastest. The goal is to be the most adaptive. To cycle through Observe-Orient-Decide-Act with better quality and better rhythm than anyone else in your competitive space. That is how fighter pilots win. That is how leaders win.

What to Do Monday Morning

Here is what this looks like in practice.

For Founders: Identify the one bottleneck in your business that costs you the most time or money. Apply AI to that bottleneck this week. Not next quarter. This week. Observe what happens. Orient on whether the results change your assumptions about your product, your customers, or your team. Decide what to do next. Act. Loop again next week.

For CEOs: Build an OODA rhythm into your AI strategy. Monthly observation reports on what has changed in the AI landscape. Quarterly orientation sessions where your leadership team challenges its own assumptions. Weekly decision cadences on small experiments. Continuous action with fast feedback loops. Replace the eighteen-month roadmap with a rolling ninety-day loop.

For Boards: Demand that management demonstrates an OODA rhythm, not a static AI strategy. Ask how many experiments have been run, what was learned, and how fast the organization is adjusting. The board’s job is not to approve a plan. It is to ensure the organization can adapt faster than the environment is changing.

For everyone: Stop waiting for certainty. Start looping.

The Human in the Loop

Here is the part that matters most, and the part that most AI conversations miss entirely.

Boyd’s OODA Loop is fundamentally a human framework. Orientation, the most critical phase, depends on experience, culture, judgment, intuition, and moral reasoning. These are things machines cannot do. Not today. Not in the way that matters for leadership.

AI can supercharge the Observe phase by processing data at a scale and speed no human can match. AI can support the Orient phase by surfacing patterns, challenging assumptions, and presenting options. AI can accelerate the Act phase by automating execution.

But the Decide phase? That remains human. The judgment call about what risks are acceptable, what values to protect, what trade-offs to make, what kind of organization you want to build. That is yours!! AI does not replace leadership. It raises the stakes on it.

The leaders who will thrive in the AI era are not the ones who know the most about AI. They are the ones who can orient accurately, decide decisively, and maintain the kind of clear, honest judgment that no algorithm can replicate. They are the ones who loop with discipline, learn with humility, and lead with the courage to act before they have all the answers.

Get Inside the Loop

Boyd’s greatest contribution was not a four-step process. It was the insight that in any competitive environment, the entity that can adapt faster than the environment changes will survive. The one that cannot, will not.

AI is changing the competitive environment at a pace most organizations have never experienced. The traditional planning cycles, annual strategies, and consensus-driven decision-making processes that served us well for decades are now liabilities.

The OODA Loop is not the only answer. But it is the right starting point. It gives leaders a language for speed without recklessness, a framework for experimentation without chaos, and a discipline for learning without paralysis.

Think like a fighter pilot. Observe with intensity. Orient with honesty. Decide with courage. Act with discipline. And then do it again. Faster. Better. With the lessons from the last loop sharpening the next one.

Your competitors are already looping. The question is: are you?