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AI consulting and AI software development · Chennai, India · serving India and the United States

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Stage 3 of 6 · T

Target: Choosing the battlefield

Prioritise use cases connected to measurable, strategic business outcomes, chosen on business impact, line of sight to results, feasibility, risk, and learning value, not novelty. A target is only meaningful when its metric, owner, expected benefit, and validation plan are explicit.

Managerial question
Where does AI connect to a business outcome worth owning?
Related engagement
Prototype Sprint

The diagnostic question

For your top candidate, can you name the metric, the owner, the expected benefit, and the validation method, without a meeting?

Target runs in weeks five and six of the 90-Day AI-Native Programme, and it is the gate at the top of a Prototype Sprint. If a value map cannot be completed, we stop, and that is a legitimate outcome.

Artefacts this stage produces

The three gates
Strategic consequence, measurability, feasibility, applied in that order.
The value map
The metric that will change, the named executive who owns it, the expected benefit, the validation method.

Done properly

  • A long list is cut hard through three gates: strategic consequence, measurability, feasibility.
  • The shortlist is one or two items. A shortlist of eight has been transcribed, not triaged.
  • A value map exists for the top candidate before any build conversation starts.
  • The baseline number is written down before the target number.

Commonly faked

  • A prioritisation matrix where every candidate lands in the top-right quadrant.
  • Impact estimated as a percentage with no baseline behind it.
  • A use case chosen because a platform demo made it look easy.
  • Ownership assigned to whoever attended the workshop.

Audit checklist

Take these into your next leadership meeting

If the room cannot answer these without preparation, this stage has not been completed.

  1. 01What is the metric, stated as a number with a unit and a period?
  2. 02What is the current value of that metric, measured, not estimated?
  3. 03Which single executive is accountable for moving it?
  4. 04What is the expected benefit, in money or in time?
  5. 05How exactly will the change be validated, and by whom?

Failure modes

How this stage goes wrong

  • Choosing the use case with the best demo instead of the best line of sight.
  • Running a portfolio of ten pilots because none of them could be cut.
  • Targeting a metric nobody in the room controls.

Next step

Run Target with us

Target runs in weeks five and six of the 90-Day AI-Native Programme, and it is the gate at the top of a Prototype Sprint. If a value map cannot be completed, we stop, and that is a legitimate outcome.