Orbit is the decision support platform that helps OCC controllers evaluate recovery options across crew, aircraft, passengers, and schedule – simultaneously, in the time it takes to make a decision. Built by M2P Consulting, powered by Gurobi optimization.
Airline Disruption Management is the process of restoring a flight schedule to operational stability after an unexpected event forces it off plan. In the airline industry, these events are known as IROPS – Irregular Operations – and they occur every day across every network, at every scale.
A disruption can be a severe weather event grounding operations at a major hub. It can be a single Aircraft on Ground (AOG) event that cascades across twelve subsequent rotations. It can be a crew strike affecting 40 % of departures, or a 30-minute inbound delay that silently branches into five separate downstream delays before a single controller has had time to respond.
What makes disruption management genuinely difficult is not the scale of any individual event. It is the interconnectedness of everything it touches. When an aircraft is delayed, its crew may breach rest rules. When that crew is reassigned, their original aircraft needs a replacement. When that rotation changes, passengers connecting through that airport may miss onward flights. Each decision to resolve one constraint creates new pressure on another.
Managing this in real time – with hundreds of aircraft, thousands of passengers, and dozens of simultaneous constraints – is the daily reality inside an airline Operations Control Center.
A lot of airline disruption management software on the market focuses on what happens after the operational decision has already been made: notifying passengers, automating rebooking, processing compensation. Orbit operates one layer upstream – it is the tool that helps OCC controllers make those decisions in the first place.
Reduced arrival and departure rates, temporary airport closures, and hub capacity restrictions triggered by, e.g., adverse weather are among the most operationally complex scenarios an OCC faces. The disruption can be known in advance – but the window to prepare a recovery plan is narrow, and the number of affected rotations is large. Orbit's Cancel Assistant allows controllers to pre-identify viable cancellation options before conditions deteriorate, so decisions can be executed calmly rather than under maximum pressure.
A single unplanned AOG event – whether due to a technical issue, a maintenance requirement, or a ground incident – can disrupt every rotation assigned to that aircraft for the remainder of the operating day. Multiple simultaneous AOG events compound this exponentially. Orbit evaluates aircraft reassignment options across the entire fleet simultaneously, identifying recovery paths that minimize total cost rather than simply solving for the most visible constraint.
Cockpit or cabin crew unavailability – whether through strikes, illness, delays, or stranded positioning – creates one of the most legally complex disruption scenarios. Crew assignments are governed by strict rest rules and qualification requirements, and any recovery plan must remain within regulatory limits. Orbit's legality checker validates crew assignments in real time, ensuring that recovery recommendations are operationally executable rather than theoretically optimal.
Not all disruptions have a single identifiable cause. Accumulated delays from earlier rotations, airspace capacity restrictions, and congested hub operations create compound disruption states that are difficult to unpick manually. Orbit identifies the most cost-effective recovery path across the accumulated disruption state, rather than addressing each delay in isolation.
Late inbound connections, broken hub transfers, and passengers stranded by cascading cancellations require recovery decisions that account for rebooking capacity, connection timing, and passenger priority simultaneously. Orbit considers passenger impact as an integrated constraint within the recovery model, not as a secondary consideration after aircraft and crew have been resolved.
There is a known paradox in airline operations: the tools exist, the capability is there, and airlines know they require better decision support. Yet when a major disruption hits – a capacity reduction at a hub, a crew strike, a severe weather event – many controllers still reach for the phone and their own judgement instead of being supported by software.
Three reasons explain this consistently across the industry.
Speed: Operational decisions in disruption scenarios must often be made within minutes. If a solver requires 20 minutes to compute an optimal recovery plan, and the operational window closes in 10, the result arrives too late to act on. Controllers revert to manual judgement not because they distrust the technology in principle, but because they cannot afford to wait for it in practice.
Transparency: When a system recommends changing what appears to be a profitable flight, or proposes a sequence of aircraft swaps that is not immediately intuitive, controllers need to understand the reasoning – not just the recommendation. An answer that is mathematically optimal but opaque gets overridden. And every manual override compounds the problem: the more controllers bypass the tool, the less the tool learns about real operational priorities, and the less useful it becomes over time.
Adoption: Most disruption tools are used infrequently by controllers who rotate shifts and may only encounter a major IROPS event once every several weeks. Without sustained training and hands-on familiarity, every high-pressure event feels like the first time using the system. Confidence collapses exactly when it is most needed.
These are not technology problems. They are adoption problems. And addressing them – through faster computation, more explainable outputs, and a consulting-led, holistic implementation – is what drove the development of Orbit.
The standard model for airline disruption management is reactive. A disruption occurs. The OCC responds. A solver runs. A recovery plan arrives – sometimes quickly enough to act on, sometimes not.
Orbit goes further, with a model where the most consequential decisions are prepared before the disruption happens, whenever possible.
Reactive disruption management begins when the IROPS event is already in progress. Controllers are under maximum time pressure. The recovery model must compute against a live, changing operational state. Solutions can be complex, difficult to interpret, and slow to validate. Even when the solver produces an optimal result, controllers may hesitate to implement it fully, and partial implementation reduces the value of the optimization significantly.
Proactive disruption management begins hours earlier. When weather forecasts indicate a likely capacity restriction, or when slot limitations are announced at a major hub, controllers use Orbit's Cancel Assistant to pre-identify viable cancellation options before the disruption escalates. Options are computed in seconds, presented in a clear and structured format, and available for review and discussion while there is still time to think.
When the disruption hits, the decision is already substantially prepared. Controllers are not evaluating options under maximum pressure – they are executing against a plan they have already understood and trusted. The result is faster implementation, higher confidence, and materially better outcomes for passengers, crew, and operational cost.
This shift – from reactive firefighting to prepared, proactive response – is the core operational philosophy behind Orbit.
Orbit is a decision support platform, not an autonomous system. The final decision always rests with the operations controller. What Orbit provides is a set of mathematically optimized scenarios – computed rapidly, presented transparently, and calibrated to each airline's specific business rules – that enable controllers to make better decisions faster.
Most disruption tools optimize across one or two constraints – aircraft swaps, or crew assignments – and treat the rest as secondary or evaluate them completely independently. Orbit considers crew, aircraft, passengers, maintenance requirements, airport constraints, and schedule stability simultaneously in a single optimization run. This matters because the worlds interact: a solution that optimizes crew but ignores passenger connections may reduce one cost while creating a larger one elsewhere. Holistic optimization avoids this class of error entirely.
Orbit's Cancel Assistant addresses the proactive preparation gap directly. Before a disruption escalates, controllers specify a time window and a target number of cancellation options. The Cancel Assistant identifies the best candidates – ranked by passenger rebooking feasibility, crew stability, and additional ground time created – and presents them in a structured, easy-to-review format. Each option is computed in approximately two seconds. Controllers have time to review, discuss, and validate before the disruption demands a decision.
Orbit is built on Gurobi’s mathematical optimization engine, which processes problems with millions of variables in seconds rather than minutes. For disruption recovery scenarios, this means controllers receive actionable options within the operational window available, not after it has closed. For regular tail optimization tasks, a full continental fleet assignment runs in under 15 minutes.
Orbit connects to existing Operations Control Center systems via REST API and can be deployed either as a plugin within the existing OCC Gantt view or as a stand alone interface that exports solutions back into the primary system. Both on-premise and SaaS deployment models are available.
An airline disruption management platform that controllers do not trust delivers no value when it matters most. M2P Consulting's approach for Orbit implementation reflects this directly.
The team that implements Orbit is the same team that designed the optimization logic: consultants with hands-on experience in airline operations who understand the decisions controllers face and can explain the reasoning behind every recommendation the system makes.
Implementation typically begins with a Proof of Concept scoped to the airline's specific fleet and business model, OCC setup, and priority use cases. Full implementation takes between six and twelve months depending on integration complexity and infrastructure. Onboarding includes structured training sessions – theory first, then live scenarios using the airline's own operational data – designed to build the kind of genuine familiarity that holds under pressure, not just procedural familiarity that evaporates at the first major IROPS event.
Orbit is designed for airlines operating hub-and-spoke or point-to-point networks where disruption events have significant downstream consequences. Itis particularly well-suited to:
Network carriers managing large continental or intercontinental fleets where a single unresolved disruption can cascade across dozens of subsequent rotations within hours.
Airlines with high-frequency hub operations where airport capacity restrictions – even temporary ones – require rapid, coordinated responses across a large number of simultaneous flights.
Operations Control Centers seeking to move from reactive disruption response toward a more proactive planning model, reducing the number of high-pressure decisions that must be made under maximum time constraint.
Airlines that have invested in optimization technology but found adoption falling short of the tool's capability – where the gap is not in the software but in the implementation, training, and trust-building around it.
Every airline's disruption management challenge is different. Fleet size, network structure, OCC tooling, and business rules all shape what a useful recovery recommendation looks like.
The Orbit team offers personalised demos built around your specific operational setup, not a generic product walkthrough. If you want to understand what Orbit would recommend in a disruption scenario relevant to your network, that is exactly the conversation we are set up to have.
Book a personalized demo to see how Orbit can enhance your airline’s operational resilience.
