Executive & Strategy

Strategy input synthesis and option framing

Synthesise strategy inputs — market data, customer research, internal performance, workshop output — into a structured statement of the choices facing the business, with the evidence for and against each.

AugmentationPattern-matchingTime savingAccuracy

40–60%

reduction in strategy document preparation time

Opportunity assessment

Business Impact
2

Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.

Feasibility
4

Relatively straightforward. Off-the-shelf tools handle the core task. Implementation is well-understood with good examples to follow.

Data Readiness
4

Light data requirements. Uses straightforward inputs — documents, product descriptions, customer records — that are usually accessible with minimal prep.

Risk Exposure
4

Low risk. Limited external exposure. A human reviews output before it reaches anyone outside the team.

Change Complexity
5

Very easy to absorb. Runs quietly in the background or gives people a helpful new input. Makes everyday work easier with almost no friction.

Tooling required

Standard LLMRAG system

Things to consider

  • Models default to consensus and will smooth over genuine disagreement in the inputs. Explicitly prompt for where the evidence conflicts, because that is the part the executive team needs to resolve.

  • The risk is a fluent document that reads as agreed strategy but was never argued. Keep the synthesis as an input to the debate, and be clear it is a draft nobody has yet signed up to.

  • Workshop output is usually the messiest and most valuable input. Capture it verbatim rather than pre-tidied, because the tidying is where the sharp disagreements get lost.

  • Experiment starter: Feed the inputs from your last strategy cycle in and compare the options it frames against the ones you actually debated. An option it raises that you did not consider is the test of whether it is worth using.

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