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Strategy, technology & epistemicsPart V

The OODA loop

Whoever cycles through Observe-Orient-Decide-Act faster wins, even with worse resources.

The OODA loop illustration

US Air Force pilot John Boyd developed OODA in the 1950s to understand dogfighting. The four steps:

1. Observe: take in what's happening 2. Orient: make sense of what you observed in context 3. Decide: choose a course of action 4. Act: execute the decision

Then immediately back to Observe.

Boyd's key insight: pilots who could cycle through OODA faster than their opponent won even with inferior aircraft. The faster pilot is acting on the most recent reality. The slower pilot is acting on outdated information by the time they get to Act. Their decision is right for the situation that existed when they started thinking, which isn't the situation anymore.

Outside of dogfighting, OODA applies anywhere decisions are made in changing conditions:

  • Sales: react to customer signals faster than competitors do
  • Operations: notice problems and fix them while they're still small
  • Strategy: detect market changes and pivot before incumbents
  • Crisis response: orient to a new reality faster than the chaos can spread

Why most teams have slow OODA loops:

  • They confuse data with information. Data doesn't help until you've oriented it.
  • They have weak orientation. The same data sits there for weeks because no one knows how to interpret it.
  • They optimise for "the right decision" instead of "the next decision." Most decisions in a fast-moving environment are reversible; the cost of being wrong is small, the cost of being slow is high.
  • They have slow execution after the decision is made. Approval chains, committee reviews, calendars that fill up.

How to speed up the OODA loop:

  • Reduce friction between observation and decision. Fewer approval layers.
  • Build pattern recognition. People who've seen similar situations before orient faster.
  • Bias toward action when speed matters. Many small decisions, many small experiments. More cycles, more learning.
  • Make many small decisions, not few big ones. Each cycle through OODA is a chance to learn.

The deeper point: in a fast-moving environment, having approximately the right answer fast beats having the perfect answer late. Speed compounds. The team that cycles OODA twice as fast learns twice as fast and gets to be much more right after a few months.

Common mistakes:

  • Spending too long on orientation. Analysis paralysis is a classic slow OODA.
  • Slow decision-making structures: committees, retrospective approvals, layers of sign-off
  • Acting without observing. Fast can be wrong too.
  • Confusing OODA speed with recklessness. They're not the same. Speed comes from clarity, not from sloppiness.

Examples in the wild

Operating

Most startups outmaneuver incumbents because their OODA loop is faster. They observe customer feedback, orient quickly, decide and act in days. Incumbents take months to do the same cycle. The advantage compounds.

Investing

Hedge funds with faster OODA loops on macro data (faster data feeds, better orientation models, decisive execution) outperform slower funds in volatile markets. The same funds underperform in calm markets, because OODA speed only matters when conditions are changing.

Everyday life

Conversations work better when both people have fast OODA loops. They take in what the other said, orient to it, and respond authentically rather than waiting for their turn to talk. The slow version is exhausting on both sides.

The OODA loop is one of the mental models we apply through real cases inside the Pareto MBA — a part-time program for professionals who want to think clearly about business.