Is AI strengthening your association?

A leadership self-assessment of value, representation and responsibility.

You may already use AI every day. You may have approved a policy, delegated the choices or deliberately limited its use. The useful question is not how much AI your association uses. It is whether you can show what it improves and how responsibility works in practice.

Use the following questions to examine communication, representation and services to members. This is a discussion tool, not a ranking of associations, a technical audit or a legal compliance test. Limited use can be a sound choice. A written policy alone is not evidence that a practice works.

Start with what actually happens

The secretary-general and head of communication can answer separately, then compare. Involve the colleagues and partners doing the work where their evidence is needed. Record the significant uses and recent examples you reviewed; a successful example does not establish that every workflow is reliable.

Choose one answer for each question

Yes. We can point to a current example or record showing this works.

Partly. Some elements work, but coverage, application or evidence is incomplete.

No. The practice is absent or does not work for the use examined.

Unknown. We cannot yet establish what happens or who is responsible.

Not applicable. The question does not fit the use examined; record why.

For each answer, note the question number beside the evidence or gap. A "Yes" covers every element asked about; for "Partly", state what works and what is missing. Refer to records without copying confidential information. Explain deliberate non-use; still examine external AI representation.

Your current practice: dimensions 1 and 2

Tick one answer. For "Partly", note the question number and the element that is missing.

Dimension 1: uses and responsibility

1. Can we identify where AI influences our communications and member services, including embedded software and work undertaken by partners?

2. For each significant use, can we name the owner and the person authorised to approve or stop its actions?

3. Have we checked that the system's actual access and permissions match the actions leadership has approved?

Look for: A current use list, named owners and a permissions check.

Dimension 2: value for members

4. Can we show a concrete improvement that members experience, beyond producing more content or drafting it faster?

5. Have intended users checked whether the AI-assisted service is understandable, accessible and useful in the languages and formats they need?

6. Have we compared the use with a simpler alternative against the same member need?

Look for: Member feedback, an observed service improvement and the alternative considered.

Your current practice: dimensions 3 and 4

Tick one answer. For "Partly", note the question number and the element that is missing.

Dimension 3: mandate and participation

7. For our last substantive AI-assisted communication, can we retrieve the supporting source, the status of the position and the final approver?

8. Have we checked that adaptations and translations preserve who is speaking, the agreed position and its essential qualifications?

9. When AI helps summarise member views, can we trace important reservations and unresolved objections to the originals and correct misrepresentation?

Look for: An approved communication, a checked language version or a consultation trace.

Dimension 4: work and expertise

10. Do we measure the full route to an approved result, including preparation, review, correction, maintenance and relevant costs?

11. Can we show how any released capacity is being used, rather than merely assuming that time has been saved?

12. Do colleagues retain the time, skills and authority to exercise judgement, including source checking, independent work and rejecting unsupported outputs?

Look for: A complete workflow review, a capacity decision and an example of professional judgement.

Your current practice: dimensions 5 and 6

Tick one answer. For "Partly", note the question number and the element that is missing.

Dimension 5: information and partners

13. Can staff and partners show which services and information are permitted for the work they undertake?

14. Have we checked the relevant supplier arrangements for access, retention, reuse and exit, rather than relying only on a no-training promise?

15. Can an error be contained and corrected across versions and partners, with named responsibilities and a workable alternative to the tool?

Look for: A working brief, checked supplier terms and an incident or continuity procedure.

Dimension 6: trust and public presence

16. Have we sampled how external AI services describe our identity, mandate and current positions in relevant languages?

17. Does our public record clearly distinguish current positions from superseded material and individual members' views?

18. Where we use generated images or voices, do we check permissions and avoid misleading audiences about real people, events or support?

Look for: A recorded AI answer, a clearly labelled position and a synthetic-media check where relevant.

Read the pattern, not a total score

Review each dimension separately. Strong answers cannot cancel a serious mandate error or uncontrolled disclosure. Investigate "Unknown" answers and justify "Not applicable". Compare different answers against actual work rather than negotiating a score.

If an affected claim, data use or action cannot be justified, pause it or use an authorised alternative while the issue is checked.

AMEC's Barcelona Principles connect measurement with objectives, stakeholders and outcomes. Distinguish a service improvement from additional output. [18]

What remains out of reach?

Which important member need remains poorly served, and what role, if any, could AI play in meeting it?

Consider a barrier to understanding, participation or access to expertise. Check the need with the members concerned and compare an AI-assisted option with a simpler alternative. "No useful AI role" remains a valid conclusion.

Turn the findings into three decisions

Choose one practice to preserve, one priority to resolve and one opportunity to explore, drawing on the open question above. Do not invent a finding to fill a category. Record the owner, evidence required and a suitable review date.

Use the guide on the next page to choose a starting point. Review again when significant uses, positions, supplier arrangements or permissions change.

Match your findings to the next step

Follow the route relevant to your findings. The tools help organise action; they do not replace specialist assessment where it is needed.

Confirm any improvement against a real example from the work, not simply the completion of a template.

The voice is still yours

The opening sentence involved only a few words. Those words carried the distance between a discussion and a mandate.

The same responsibility connects member value, participation and public credibility. Your assessment identifies where to strengthen it; the tools help turn that choice into practice.

The choice is not between speed and responsibility. It is whether speed serves a purpose worth pursuing, within a process capable of protecting it.

At #inextremis, we connect brand strategy, editorial direction and communication governance around that purpose. The starting point is what makes your association worth listening to, joining and working with. Technology should help more people experience that value without weakening the judgement behind it.

Let AI expand your capacity. Keep the authority to represent in human hands.

Practical resources and reference

Use these tools to address your findings, then consult the reference sections as needed.