The Method
How a recommendation is built
Powerful systems should not produce mysterious answers. Explainability is not a feature — it is a design principle.
Why this option?
Every recommendation is traced back to the requirements, priorities and constraints that produced it.
Why not the alternatives?
Rejected options remain visible, together with the reason they did not fit this specific organisation.
Which assumptions influenced the outcome?
Assumptions are documented, not hidden. Change an assumption and the conclusion can be reviewed.
Black-box recommendations may appear intelligent. Transparent recommendations create trust.