Better Execute · Essay
Why strategy and execution are about to diverge — and how a small number of companies will pull dramatically ahead
A real-world example of how leadership teams using full-context LLMs make dramatically better strategic decisions — and why the rest of the market is about to fall behind.
By Michael Urness — Founder, Better Execute. 8 min read
What the essay walks through
Last week, a real strategic question landed: should we add Asana-style task management to our product? The traditional answer would have been a feature comparison and a 9-month build. The actual answer — produced in a single afternoon by an LLM that had been given the company's macro strategy and its micro state — was different, sharper, and would have taken a senior team two weeks to produce.
The naive answer would have been wrong
Building toward feature-parity with Asana would have steered the company straight into "a worse Asana." A consultant looking only at feature gaps would have proposed exactly that. The LLM, holding both layers, named the trap on the first pass.
Macro and micro, held in mind at the same time
Most strategic decisions fail at the seam between strategy and execution. People with macro context don't know the micro. People with micro context can't fluently apply macro logic to micro decisions. The LLM is the first thing in business history that can hold both layers at once — and that single capability changes the economics of decision-making.
Decision cycles compress 10–50x — and quality goes up
A traditional company resolves a question like this in weeks. A full-context-LLM company resolves it in hours, with a higher-quality answer, and ships a working sprint plan the same week. The more important effect is quality: every decision is pressure-tested against every relevant constraint — automatically.
Most companies cannot keep up
Not because they lack talent — but because the synthesis layer is a physics constraint of the way humans work. One person cannot hold the macro principles, the micro state, the constraints, and the policy rails in working memory while reasoning about a tradeoff. An LLM with full context does it in 90 seconds. Companies that adopt this way of operating will pull away from the rest faster than the rest will realize what is happening.
If you want to talk through what this would look like in your company
No prep, no slides, no commitment after. Just 30 minutes thinking through what your version of the macro-context document looks like, where the model would actually plug in, and what's worth tackling first.
Book a 30-minute conversationI've spent 25 years watching companies try to execute well. This is the one shift I would not want a leader I cared about to miss.