ITHENA’s AI MRO
Connecting the Operations That Keep Aircraft Flying
Questions people ask about iMRO
Short answers on connecting the operations that keep aircraft flying.
What is iMRO?
ITHENA's AI-driven aviation MRO platform. Planning, airworthiness, materials, line maintenance and commercial management flow into one connected data backbone.
Why do AOG events happen when the information already exists?
Because it sits in disconnected functions. A shortage invisible to planning, an AD tracked against the wrong interval, or a paper logbook at a remote station turns a small gap into a grounded aircraft.
How does iMRO help planning teams?
It auto-generates work packages with manufacturer job instructions attached and routes material pre-loads by authorisation level and stock availability.
How does it handle airworthiness compliance?
ADs, SBs, EOs and SILs live in the same system as the maintenance schedule. Completing a service bulletin task updates the controlling AD records across all affected fleets and components.
What is Ask iMRO?
A plain-language interface over maintenance data. A planner can ask about AOG trends and see the pattern, contributing factors and components nearing limits in the next thirty days.
Which commercial models does iMRO support?
Fixed price, time and materials, power-by-the-hour and hybrid contracts, all invoiced from the same source of truth.
The short version
- AOG events usually start hours or days earlier, in the gaps between planning, CAMO, materials and the line.
- iMRO puts every MRO function on one connected data backbone, so each team sees the others' status in real time.
- Ask iMRO and continuous ML flag emerging risks before anyone has to search for them.
The gap that turns small problems into grounded aircraft
MRO teams are competent within their functions. The breakdown happens in the space between them.
An aircraft grounding rarely starts when the aircraft stops flying. A component nears its removal limit without an alert, a work order closes too late, or a part shows available in one system after it was allocated elsewhere.
That gap is widening. The global MRO market is projected to reach $97 billion in 2026, average fleet age has climbed to 15.1 years, and Oliver Wyman projects a yearly shortfall of 12,000 to 18,000 maintenance workers.
Three coordination failures show up most often:
- A work package dispatched without the right material pre-loads because the shortage was invisible to planning.
- An airworthiness directive tracked in a tool that does not reflect the real maintenance schedule.
- A line technician at a remote station working from a paper logbook with no defect history.
One connected backbone for every MRO function
Not a dashboard over disconnected systems, but one integration where each function sees the others in real time.
Planning: work packages are auto-generated with manufacturer job instructions attached, and material pre-loads are routed by authorisation level and stock before the aircraft enters the hangar.
CAMO: component locations, elapsed life and configuration variances live with all ADs, SBs, EOs and SILs. Completing an SB task updates the controlling AD records across every affected fleet.
Line maintenance: short-term activities, removals and defect rectifications sit on one screen. MEL integration creates LMC worksheets, and feeds from EFBs and e-enabled aircraft arrive directly.
Commercial: labour and material on third-party work are tracked and invoiced from the same source of truth, across fixed price, T&M, power-by-the-hour and hybrid contracts.
When the data works before you ask it to
Ask iMRO answers in plain language, and the system flags risks no one has searched for yet.
A planner asking about AOG trends does not open a reporting module. iMRO returns the pattern, the contributing factors and the components approaching limits over the next thirty days, in seconds.
ML models analyse component lifecycles, usage and environmental factors continuously, flagging developing risks before they reach the threshold that triggers a human response. With workforce shortfalls rationing attention, finding the problem before it is visible is how the operation stays ahead.
By the time the aircraft is grounded, the operational failure has usually already happened, because the right data did not reach the right person early enough.
ITHENA
The standard is set before the aircraft leaves the gate
MRO performance is decided long before the AOG response itself.
It is decided by whether the work package was complete, the compliance record accurate and the part available before the aircraft needed it.
iMRO changes the conditions under which those decisions are made, not by adding another system but by connecting the ones that already decide the outcome. Operations that build that connection now will spend less time recovering from events they could have prevented.
The platform and the company
iMRO
ITHENA's AI-driven aviation MRO platform, connecting planning, airworthiness, materials, line maintenance and commercial management on one data backbone.
ithena.ai/mro-ai-platformITHENA
A nimble technology company delivering persona-based AI solutions to manufacturing, life sciences, services and government, helping customers monetise their digital investments by making AI practical.
ithena.ai