Advisory
AI should sharpen decisions, not make them for you
Good strategy uses data to narrow the options and pressure-test the plan. It does not hand the decision to a model.
Realm Digital
2 min read
Most planning conversations now include a question about what AI can do. That is reasonable. A model can read more history, run more scenarios and hold more variables at once than any planning team. The mistake is treating that capacity as judgement.
A model can tell you what the data suggests. It cannot own the consequences of acting on it. That distinction should shape how you use these tools in strategy and forecasting.
Where AI earns its place
The clearest gains are in speed and coverage. Work that took an analyst days, such as pulling together sales history, cost movements and market signals, can be assembled in a fraction of the time. That leaves more of the week for arguing about what the numbers mean.
Scenario modelling is the second gain. Instead of building three forecasts by hand, you can test many more, adjust the assumptions and see how sensitive the plan is to each one. This is useful precisely because it exposes where a plan is fragile.
The third gain is pattern-spotting. A model will surface a correlation across regions or seasons that a person scanning a spreadsheet would miss. Treated as a prompt for a better question, that is valuable. Treated as an answer, it is a trap.
Where it should not be trusted alone
A model is only as good as the data behind it. Feed it incomplete or biased history and it will return confident, well-formatted output that is wrong. The confidence is the danger. Output that looks precise gets waved through scrutiny that a rough human estimate would not.
Some decisions also need an owner. When a forecast informs a hiring freeze, a market exit or a large commitment, someone has to be accountable for the call and able to explain the reasoning. A model cannot stand in for that, and pointing at one after the fact is not accountability.
The practical test is simple. Use AI to widen what you consider and to challenge your assumptions. Keep the decision, and the responsibility for it, with the people who have to live with the result.
