Identify Risk
Surface the parts, aircraft, and stations most likely to drive AOG events.
AOG Risk Intelligence
Actionable insights before AOG happens.
AI-powered parts readiness intelligence for airlines and MROs.
Predict. Prepare. Prevent AOG.
Prioritize Action
Get clear, data-backed recommendations to prevent costly disruptions.
Reduce Downtime
Position the right part in the right place before the aircraft is grounded.
Operate Confidently
Explainable insights you can trust. Evidence you can share.
The Problem
AOG events are costly, complex, and preventable.
Most AOGs are triggered by predictable parts, station, and supplier issues but are discovered too late.
Key AOG Risk Drivers
Parts Unavailability
Missing or insufficient serviceable parts at the right station when they are needed.
Station Imbalance
Uneven inventory across stations leads to local stockouts and emergency buys.
Supplier & Lead Time Uncertainty
Long, variable, or unreliable lead times increase the chance of a stockout.
Documentation & Certificate Gaps
Missing or expiring certificates can ground aircraft as much as parts.
Repeated Write-Ups & Defects
Recurring issues signal higher future failure risk if not addressed early.
Schedule & Delay Pressure
Tight schedules amplify the impact of a single missing part.
The Business Impact
A single avoidable AOG can create a cascade of cost, delay, and customer impact.
$50K–$150K+
Average cost per AOG event
2–8 HRS
Average aircraft downtime
1000+
Daily flights impacted industry-wide
HIGH
Passenger and customer experience impact
LONG-TERM
Operational strain and brand impact
Our Approach
From data to action.
AOG Shield combines public aviation intelligence with operational data to predict risk and recommend the next step.
The AOG Shield Workflow
Ingest Data
Import public aviation data and operator data across inventory, maintenance, scheduling, suppliers, and certificates.
Public DataOperator Data
Engineer Signals
Create normalized features for parts reliability, station criticality, inventory health, and lead time risk.
Calculate AOG Risk
Apply a risk model that blends historical patterns, current inventory, schedule, supplier, and documentation risk.
Generate Recommendations
Produce prioritized, explainable actions such as transfer, buy, repair, borrow, or source before an AOG occurs.
Deliver Insight
Surface actionable insights in dashboards and reports so teams can act with speed and confidence.
Key Outputs
Risk Scores
Aircraft, stations, parts, and suppliers ranked by AOG risk.
Recommendations
Clear, prioritized actions with reasons and expected impact.
Inventory Insights
Detect stockout risks and transfer opportunities across stations.
Schedule Risk
Identify upcoming flights and rotations most exposed to disruption.
Supplier & Cert Risk
Highlight supplier issues and documentation gaps early.
Reports
Executive-ready reports for decision-makers and audits.
The Solution
AOG Shield turns complex data into clear, prioritized actions.
Unify public aviation intelligence with operational data to see risk, recommendations, and impact in one command view.
Unify Public & Operator Data
Blend FAA, BTS, and NASA data with your inventory, maintenance, scheduling, suppliers, and certificates.
AI-Powered Risk Scoring
Explainable models assess aircraft, stations, parts, and suppliers to surface what's most likely to cause an AOG.
Smart Recommendations
Get specific actions—transfer, buy, repair, borrow, or source—with reasons, impact, and confidence.
Real-Time Visibility
Interactive dashboards highlight risks, inventory gaps, and upcoming schedule exposure.
Reports That Drive Decisions
Export executive-ready reports to align teams and act fast before an aircraft is grounded.
Act Faster
Reduce time to decision when it matters most.
Lower Costs
Prevent avoidable AOGs, expedites, and rework.
Align Teams
Give maintenance, supply chain, and AOG desks one source of truth.
Improve Reliability
Keep aircraft flying and customers happy.
The Outcome
Better decisions. Fewer AOGs.
Give teams the intelligence and confidence to act before disruptions affect aircraft and operations.
Turn Data Into Action
Unify public aviation intelligence with your operational data to surface what matters most.
Predict. Prepare. Prevent AOG.
Identify aircraft, stations, and parts most likely to cause an AOG—and take action first.
Explainable & Trusted Insights
Understand the “why” behind every risk score and recommendation.
Align Teams Around Priorities
Give maintenance, planning, suppliers, and AOG desks one source of truth.
Measurable Operational Impact
Reduce downtime, delay, and cost while improving reliability and passenger experience.
Top Recommendations
- high89
Hydraulic Pump
- medium62
APU Starter Gen
- high78
Brake Assembly
Prevent AOGs
Cut Delays
Lower Costs
Improve Reliability
Empower Teams
Drive Continuous Value
Put the right part in the right place before disruption starts.