traditional skill · Stage 01

Facilitation

Anchor skill

Facilitation is an established design capability used to turn stakeholder intent, constraints, and conflict into an accountable charter. In TADF it remains a human foundation for evaluating, correcting, and contextualising AI output.

This is an anchor skill. Weakness here limits maturity for the entire Opportunity Framing stage because it protects the non-negotiable human checkpoint.

Stage outcome

Establish what problem is actually being solved, for whom, and under what constraints, before any research spend begins

01

Frames facilitation against a clear goal, relevant evidence, and the stage quality gate.

02

Applies the craft independently, then uses it to challenge or refine AI-generated work.

03

Documents the decision, trade-off, correction, or override so another designer can follow the reasoning.

Apply this skill before the Stage 01 gate is approved. The accountable designer must be able to explain how it changed the work, what evidence was considered, and why the result is safe to advance.

Common failure patterns

  • Treating an AI-drafted brief as the decision instead of the starting point for human alignment.
  • Allowing AI convenience to weaken an established craft practice that is still necessary for independent judgment.
  • Recording the final artefact while omitting the rejected option, correction, trade-off, or override that explains the decision.

Use it on the work you already have.

Take one current opportunity framing artifact. Apply facilitation for five minutes, then record one AI contribution, one human correction, and the evidence that justified the final decision.

  • A reviewed approved project charter or stakeholder decision record showing the skill in use.
  • A short rationale linking the decision to evidence, risk, and intended outcome.
  • An example of an AI suggestion that was corrected, rejected, or deliberately accepted.

Leadership assessment questions

01

Can the designer demonstrate facilitation on a real opportunity framing decision?

02

What observable evidence distinguishes competent performance from confident explanation?

03

Would weakness in this skill make the human checkpoint ceremonial rather than protective?

01 · Prompting

Can use facilitation with a defined task, suitable inputs, and a basic validation check.

02 · Directing

Can diagnose weak output, redirect the work, combine sources, and explain the resulting trade-off.

03 · Orchestrating

Can decide when not to delegate, own the human checkpoint, and remain accountable for the outcome.