Point of viewAI in airlines

Disruption recovery with supervised agents: faster options, same accountable people

When the operation breaks, recovery is still pieced together by phone and spreadsheet. Agents can assemble ranked options and rebook passengers within policy — but the duty manager must stay the one who decides.

6 min read By · Point of view

Key takeaways

  • Disruption recovery spans crew legality, aircraft rotations and passenger connections, which usually sit in separate systems.
  • Agents add most value assembling and ranking recovery options, and re-accommodating passengers within clear policy limits.
  • Passenger-rights rules such as EU Regulation 261/2004 make the refund and compensation step a compliance process, not just a service one1.
  • Every agent needs an autonomy level, a named owner and a record of what it proposed and what a person decided.

A single late aircraft can ripple through a day: missed connections, crew running out of hours and a contact centre under pressure. The operations control centre recovers by pulling information from several systems and working the phones. The work is skilled, but much of it is assembly — gathering the constraints, listing the options and working out who is affected.

Where agents help, and where they must not decide

We design disruption squads around a simple split. Agents observe, assemble and draft; licensed and accountable people decide. An early-warning agent watches movements, weather and rotations. A recovery planner ranks swaps, delays and cancellations by cost and passenger impact and shows the constraint behind each one. A crew legality checker explains whether a proposed change breaks duty or rest rules. None of them acts on the operation.

  • Observe. Disruption early warning and turnaround tracking.
  • Suggest. Ranked recovery options and crew legality checks for the duty manager.
  • Act within limits. Re-accommodating passengers in the same cabin and within policy.
  • Act with approval. Refunds and compensation above a set limit.

The passenger side is a compliance process

Once a flight is cancelled or badly delayed, passenger-rights rules apply. In the EU, Regulation 261/2004 sets out assistance, re-routing, refund and compensation obligations1. An agent can check eligibility against the fare and the disruption record and draft the decision, but the evidence trail matters as much as the speed. Every draft should keep the rule it applied and the data it used.

For executives

What this means for your bank

  1. Join movements, crew, rotations and passengers in one near-real-time data product before adding agents.
  2. Set autonomy per agent: observe and suggest for operational decisions, act within limits only for rebooking inside policy.
  3. Keep refund and compensation decisions auditable against the rule applied.
  4. Review overrides weekly to tune policy limits.
Put it to work

How DaasLabs can help

Meet the operations and customer agent squads, with autonomy levels and owners.

Learn more

Design disruption recovery with our Operations & Disruption Management service.

Learn more

See how agent governance, approvals and the kill switch work.

See governance & controls

Sources

  1. 1

Figures are drawn from the cited public sources. Opinions labelled “DaasLabs point of view” are our own.

Stay informed

Get new airline insights in your inbox

New perspectives on AI, data and transformation in airline — a few times a month. Browse all insights.