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AI-POWERED AVIATION INTELLIGENCE

The Intelligence LayerBehind Aviation Decisions

Predict disruptions. Trace root causes. Generate actionable intelligence.

AeroFarr fuses live surveillance, weather and millions of flight records into calibrated forecasts, verified causal chains and executive-ready briefings.

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CAUSAL AI · PREDICTIVE MODELS · SAFETY INTELLIGENCE
01 — PLATFORM CAPABILITIES

Full-Spectrum Aviation Intelligence

Integrated AI capabilities that deliver real understanding of why disruptions happen and what to do about them.

Machine Learning

Predictive Disruption Engine

Forecast delays hours before they happen using the AeroFarr Predictive Engine, trained on millions of real flight records.

Millions of recordsReal operational data
Do-Calculus

Causal Inference Engine

Trace the actual mechanisms behind disruptions — verified causal chains, not just correlations.

First-of-kindRoot cause identification
Graph Neural Networks

Network Cascade Prediction

Model how disruptions propagate across the national airspace through aircraft rotations and dependencies.

Full NAS topologyCascade propagation
RAG + NLP

Safety Knowledge Engine

Query 253K+ safety reports in natural language and get cited, synthesized answers in seconds.

253K+ reportsSemantic search
Generative AI

AI Aviation Advisor

Context-aware briefings that synthesize operational and safety data into executive-ready narratives.

Real-timeSource-verified
Live Operations

Real-Time Scoring

Continuous risk assessment fusing live surveillance, weather, and AeroFarr predictions every 60 seconds.

~5,000 flights/cycleContinuous scoring
Operational Intelligence

Performance Analytics

Benchmark airlines, airports, and routes with trend analysis and what-if modeling.

Multi-dimensionalCarrier & route-level
Consulting Delivery

Intelligence Reports

AI-generated analytical briefings — from single-event deep-dives to national assessments.

End-to-endAdvisory at scale
02 — WHY AEROFARR

Beyond dashboards. Beyond consulting. Aviation-native.

Where legacy platforms report what happened, AeroFarr identifies why — and what to do about it.

Beyond Advisory FirmsAutomated causal intelligence delivers findings in hours, not months — at a fraction of the cost of traditional safety and operations consulting.
Beyond Flight Data AnalyticsWhere legacy platforms report what happened, AeroFarr identifies why — mapping causal chains across operations, weather, and safety systems.
Aviation-Native AIModels trained on millions of flight records, hundreds of thousands of safety documents, and FAA regulatory frameworks — not generic enterprise data.
Calibrated by DesignEvery forecast ships with honest uncertainty bounds — conformal calibration that states how confident the model really is, and adapts as conditions shift.
Evidence You Can AuditAI briefings cite their sources — every claim traces back to the underlying flight, weather, and safety records that produced it.
From Insight to ActionCounterfactual what-if exploration and prescriptive recovery options — so analysis ends in an operational decision, not another chart.
Live by DefaultThe operational picture re-scores continuously, fusing live surveillance, weather, and traffic management every 60 seconds.
PROPRIETARY DATA FUSION

Every critical feed. One data spine.

Federal, public and proprietary streams — fused into a single calibrated operational picture no individual source can show.

FAA SWIMLive flight, metering and flow-management feeds — SFDPS, TBFM and TFMS — from the FAA System Wide Information Management network.
NASA DIPSherlock trajectory archives and national-airspace operational summaries via the NASA Digital Information Platform.
ADS-B NetworkContinuous live aircraft surveillance, fused into the operational picture every scoring cycle.
Weather IntelMETAR, TAF and NOAA forecast models across every major U.S. airport.
DOT / BTSMillions of on-time performance and T-100 capacity records, years deep.
Safety Corpus253K+ NTSB and ASRS reports, embedded and semantically searchable.
Advisory StreamsNOTAM, PIREP and SIGMET advisories distilled into structured risk signals.
Generated IntelligenceTables the platform writes continuously — disruption_predictions, prediction_snapshots, prediction_timeline, hourly_capacity_observations, capacity_forecasts, flight_oooi_events, flight_alerts.
03 — ARCHITECTURE

How Intelligence Flows

From raw data to actionable intelligence in four layers.

Data Sources
Flight OperationsPerformance Records
Safety DataIncident Reports
Weather IntelMETAR / TAF / Forecasts
Live SurveillanceADS-B Position Data
Processing
Data IngestionETL Pipeline
Semantic EmbeddingVector Processing
Stream ProcessingReal-Time Fusion
AI Engine
ML PredictionDisruption Forecasting
Causal EngineRoot Cause Analysis
Knowledge EngineRAG + NLP
Network ModelCascade Prediction
Intelligence Output
Risk ScoringReal-Time Assessment
AI BriefingsIntelligence Reports
Decision SupportActionable Insights
14+Federated Data Feeds
3Real-Time Fusion Layers
4Proprietary AI Engines
60sContinuous Refresh
POWERED BY A PROPRIETARY ALGORITHM STACK
Agentic AI AdvisorDistributional Mixture-of-ExpertsConformal Calibration · CQR + ACICausal Do-Calculus EngineTemporal Graph MemoryRAG Safety Intelligence
04 — PLATFORM SCALE

Built on Real Data

MillionsFlight RecordsOperational performance data
253K+Safety ReportsEmbedded and searchable
60sRefresh CycleContinuous risk scoring
24/7Live MonitoringReal-time surveillance

What Others Offer

  • Flight tracking dashboards
  • Delay notifications
  • Historical statistics
  • Manual Excel analysis

What AeroFarr Delivers

  • Causal chain identification — why disruptions happen
  • Cascade prediction — which flights will be affected next
  • Counterfactual analysis — what would have changed if...
  • AI-generated intelligence briefings with citations
05 — ACCESS

Predict disruptions. Trace root causes.
Generate actionable intelligence.

Airlines, airports and operators run AeroFarr as the intelligence layer behind their decisions. Request access and stand it up on your network.

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