THE TAKEAWAY
Sharing more data is not the same as sharing a usable understanding of risk.
My assessment: the hardest problem may be agreeing what an event means and who can act—not finding a more powerful model.
- Where AI could help
- Explore AI-assisted comparison of permitted, appropriately protected records to flag common themes. Do not infer permission to pool organisations’ data.
- What remains uncertain
- Different definitions, reporting cultures and missing exposure data may make apparent cross-organisation patterns misleading.
- The human decision
- Agree the lawful purpose, access boundaries, shared definitions and accountable decision owner before any analysis.
- Evidence & confidence
- FAA SMS principles inform the organisational framing. The collaboration scenario and AI application are hypothetical.
AI-generated interpretation · Prepared 16 September 2026 · Professionally reviewed and approved 16 September 2026. Sources are listed below; no live operational data are connected.
The interface is the work
The FAA’s SMS explanation highlights the relationships between risk management and assurance, including interfaces across departments and contractors. Authority, responsibility and communication deserve explicit attention. Source ↗
Our proposal is to start a joint safety discussion with one bounded operational question. That makes it easier to decide what information is genuinely needed and who can act on the result.
A hypothetical joint review
An aerodrome and an airline agree to explore a recurring operational concern. They first align event definitions, periods and exposure measures. They identify what data can be shared, the intended purpose, who will see it and how sensitive information will be protected.
They then compare observations without assuming that a correlation establishes a cause. Each participant records the limits of its own view. The group agrees which additional evidence would support—or weaken—the working explanation.
This is an illustrative discussion sequence. It is not a claim that a particular airport has used it or achieved a quantified outcome.
Close the loop
A joint meeting should end with an owner, a proportionate action and a review point. Decide how you will judge effectiveness and what would justify changing the intervention.
If no participating organisation has the authority to address the risk, that is an escalation issue, not a reason to leave the observation in a shared dashboard. Better collaboration connects evidence to responsibility.
A QUESTION FOR YOUR NEXT SAFETY DISCUSSION
For the next cross-organisational safety issue, who owns the decision—not just the meeting?
Follow the evidence
Sources checked for this edition on 16 September 2026. Uncited examples and recommendations are IASMS editorial analysis, not official requirements. AI-produced editorial analysis reviewed by an experienced aviation safety professional for aviation-safety context, evidence boundaries, accountability and publication suitability. This is not regulatory, legal or independent specialist certification. How we work →