The Reality of Aviation Operations Systems
Operational Fragmentation
Ground handlers, ATC, airlines, and fueling operate on disconnected data silos, leading to cascading delays.
Legacy Constraints
Core systems often run on mainframes from the 1990s, making real-time data integration nearly impossible.
Reactive Recovery
Disruptions (weather, technical) are handled manually via phone and radio, resulting in sub-optimal recovery.
Sovereignty & Security
Data cannot leave the airport premise due to national security regulations, ruling out public cloud AI.
LEGACY_MONITOR_V2.4
STATUS: FRAGMENTED
LEGACY_MONITOR_V2.4
STATUS: FRAGMENTED
LEGACY_MONITOR_V2.4
STATUS: FRAGMENTED
How AHOY's Technologies Apply
AHOY-GTS
Turnaround Optimization
Solution:
Real-time routing of ground support equipment (GSE) based on predicted landing times, not scheduled ones.
AHOY-GTS
Turnaround Optimization
Solution:
Real-time routing of ground support equipment (GSE) based on predicted landing times, not scheduled ones.
AHOY-GTS
Turnaround Optimization
Solution:
Real-time routing of ground support equipment (GSE) based on predicted landing times, not scheduled ones.
AHOY-G-RAG
Complex Regulations (NOTAMs)
Solution:
Agents reason over thousands of pages of operational manuals and live NOTAMs to advise controllers.
AHOY-G-RAG
Complex Regulations (NOTAMs)
Solution:
Agents reason over thousands of pages of operational manuals and live NOTAMs to advise controllers.
AHOY-G-RAG
Complex Regulations (NOTAMs)
Solution:
Agents reason over thousands of pages of operational manuals and live NOTAMs to advise controllers.
AHOY-AVML
Apron Blindspots
Solution:
Federated computer vision monitors turnaround events (chocks on/off) without sending video to the cloud.
AHOY-AVML
Apron Blindspots
Solution:
Federated computer vision monitors turnaround events (chocks on/off) without sending video to the cloud.
AHOY-AVML
Apron Blindspots
Solution:
Federated computer vision monitors turnaround events (chocks on/off) without sending video to the cloud.
OPTIMIZATION CORE
Gate Allocation
Solution:
Constraint-aware solving for gate assignment that minimizes passenger transit time and maximizes retail flow.
OPTIMIZATION CORE
Gate Allocation
Solution:
Constraint-aware solving for gate assignment that minimizes passenger transit time and maximizes retail flow.
OPTIMIZATION CORE
Gate Allocation
Solution:
Constraint-aware solving for gate assignment that minimizes passenger transit time and maximizes retail flow.
AHOY-MLOps
Sovereign AI
Solution:
Deploys models on-premise at the airport data center with cryptographic verification of training data.
AHOY-MLOps
Sovereign AI
Solution:
Deploys models on-premise at the airport data center with cryptographic verification of training data.
AHOY-MLOps
Sovereign AI
Solution:
Deploys models on-premise at the airport data center with cryptographic verification of training data.
FEDERATED LEARNING
Multi-Airport Learning
Solution:
Models learn from disruption patterns across airports without ever sharing sensitive operational data.
FEDERATED LEARNING
Multi-Airport Learning
Solution:
Models learn from disruption patterns across airports without ever sharing sensitive operational data.
FEDERATED LEARNING
Multi-Airport Learning
Solution:
Models learn from disruption patterns across airports without ever sharing sensitive operational data.
Why Conventional Platforms Fall Short
Comparing structural approaches to industry challenges.
Comparing structural approaches to industry challenges.
Dimension
Conventional Approach
AHOY Architecture
Decision Velocity
Minutes (Human-in-loop)
Milliseconds (Agent-first)
Decision Velocity
Minutes (Human-in-loop)
Milliseconds (Agent-first)
Decision Velocity
Minutes (Human-in-loop)
Milliseconds (Agent-first)
Data Architecture
Centralized Cloud / Legacy
Federated & Edge-Native
Data Architecture
Centralized Cloud / Legacy
Federated & Edge-Native
Data Architecture
Centralized Cloud / Legacy
Federated & Edge-Native
Disruption Handling
Heuristic / Playbook
Dynamic Graph Optimization
Disruption Handling
Heuristic / Playbook
Dynamic Graph Optimization
Disruption Handling
Heuristic / Playbook
Dynamic Graph Optimization
Privacy
Data Export Required
Zero-Trust / Data Stays Local
Privacy
Data Export Required
Zero-Trust / Data Stays Local
Privacy
Data Export Required
Zero-Trust / Data Stays Local
Deployed Systems
OPERATIONAL
Digital Baggage Delivery (Fly+)
KSA National Deployment
Enabled KSA's first digital door-to-door baggage delivery service. Integrated real-time GTS-based route optimization into Saudia Airline's ticketing flow, automating dispatch and offering seamless home-to-airport convenience.
Partner:
SGS (Saudi Ground Services)
Digital Baggage Delivery (Fly+)
KSA National Deployment
Enabled KSA's first digital door-to-door baggage delivery service. Integrated real-time GTS-based route optimization into Saudia Airline's ticketing flow, automating dispatch and offering seamless home-to-airport convenience.
Partner:
SGS (Saudi Ground Services)
Digital Baggage Delivery (Fly+)
KSA National Deployment
Enabled KSA's first digital door-to-door baggage delivery service. Integrated real-time GTS-based route optimization into Saudia Airline's ticketing flow, automating dispatch and offering seamless home-to-airport convenience.
Partner:
SGS (Saudi Ground Services)
National Airspace Flow
National Airspace
Graph-based conflict detection for national airspace management, integrating military and civil flows.
Partner:
Defense Contractor
National Airspace Flow
National Airspace
Graph-based conflict detection for national airspace management, integrating military and civil flows.
Partner:
Defense Contractor
National Airspace Flow
National Airspace
Graph-based conflict detection for national airspace management, integrating military and civil flows.
Partner:
Defense Contractor
Autonomous Apron Monitor
Regional Airport Network
Edge-based video analytics for detecting turnaround milestones and safety violations.
Partner:
L-Tech
Autonomous Apron Monitor
Regional Airport Network
Edge-based video analytics for detecting turnaround milestones and safety violations.
Partner:
L-Tech
Autonomous Apron Monitor
Regional Airport Network
Edge-based video analytics for detecting turnaround milestones and safety violations.
Partner:
L-Tech
Predictive Maintenance Graph
Global Airline
Knowledge graph linking sensor data to technical logs for fleet maintenance optimization.
Partner:
Direct Deployment
Predictive Maintenance Graph
Global Airline
Knowledge graph linking sensor data to technical logs for fleet maintenance optimization.
Partner:
Direct Deployment
Predictive Maintenance Graph
Global Airline
Knowledge graph linking sensor data to technical logs for fleet maintenance optimization.
Partner:
Direct Deployment
What Else Becomes Possible
Once the foundational system is in place, higher-order intelligence emerges across the entire operational landscape.
Live Simulation
Simulating ground support equipment (GSE) allocation under heavy load. Note the difference in idle time between baseline heuristics and Ahoy's graph optimization.
Baseline Scenario
Ahoy Optimized
Live Simulation
Simulating ground support equipment (GSE) allocation under heavy load. Note the difference in idle time between baseline heuristics and Ahoy's graph optimization.
Baseline Scenario
Ahoy Optimized
Live Simulation
Simulating ground support equipment (GSE) allocation under heavy load. Note the difference in idle time between baseline heuristics and Ahoy's graph optimization.
Baseline Scenario
Ahoy Optimized