Disruption Intelligence · War Games Simulation

The decision gap is what grounds your operation.

When crew constraints, connection clusters, and slot windows collide simultaneously, operations teams don't have a tooling problem. They have a decision-making muscle memory problem. Shepherd fixes that.

72h
Average cascade resolution gap
5
Scored decision dimensions
48h
Automated post-session review
Replayable scenario library
The Problem

Your systems are ready.
Your teams aren't practised.

Aviation has invested heavily in tooling. Real-time data, integrated dashboards, automated alerts. But no tool prevents a controller from prioritising the wrong flights when crew constraints and connection clusters collide at 02:00.

The problem is trained intuition. Military aviation solved this with simulation decades ago. Commercial operations haven't.

Trigger Event
Engineering delay pushes 3 aircraft into FTL-critical territory simultaneously
First Decision Window — 12 Minutes
Connection protection vs. crew positioning vs. slot compliance — no single right answer without context
Cascade Pressure
240 connecting passengers now at risk. Ground handler SLAs breaching. Welfare obligations activating.
Decision Quality Determines Recovery
Teams with practised pattern recognition resolve 40% faster. The gap is muscle memory, not information.
The Platform

Simulation that scores what matters.

Shepherd is a war games simulation environment for airline operations teams. Live facilitator control. Branching decision scenarios. Automated after-action review with benchmarked scoring across every dimension of operational judgment.

01
Scenario Engine

Branching disruption scenarios across crew, connection, runway, weather, and systems events. Replays actual industry event patterns. New scenarios authored in minutes by your ops team.

02
Live Facilitator Control

Real-time session runner for facilitators. Inject events, pause for debrief, monitor every team's decision path simultaneously. War room and individual participant views.

03
After Action Review

Automated post-session scoring across 5 dimensions: cascade awareness, priority accuracy, regulatory compliance, resource efficiency, and passenger impact. Benchmarked against industry norms.

04
Team Benchmarking

Individual and cohort performance tracked across sessions. Identify decision pattern gaps by role, shift, and experience level. Progress visible over time.

05
Executive War Games

C-suite and director-level strategic exercises. Network-wide scenario planning. Stress-test recovery strategies before the next major disruption event. Facilitated engagements available.

06
Roster Integration

Participant management, role assignment, and cross-carrier session support. Designed for ops, customer experience, ground handling, and frontline teams — not just OCC controllers.

Live Simulation

Pressure that performs like the real thing.

Every scenario is timed, cascading, and scored. Participants feel the weight of real constraints. Facilitators control the tempo.

SHEPHERD / SESSION-WG-003 / CREW-LIMITS / TRIAGE
⚡ Live Inject — T+14 Minutes

Delay cascade has pushed 4 crews into their final 2 hours of duty simultaneously. Standby pool has 2 crews available. Must select 2 of 4 FTL-affected flights to operate. Flights: BA721 (82 connections, 4h20), BA722 (12 connections, 1h45), BA723 (45 connections, crew at destination), BA724 (last service to thin route, 180 pax).

A Allocate to BA721 (highest connection risk) and BA724 (no alternative service). Cancel BA722 and BA723. Optimal
B Allocate to longest-haul flights BA721 and BA723 by flight time.
C Allocate to easiest-to-operate flights to maximise operational success probability.
After Action Review

Decisions are scored.
Patterns are revealed.

Every session ends with an automated after-action review. Scoring is system-derived — not self-reported. Scenario options are pre-tagged with cascade and priority metadata, producing deterministic, consistent assessment across every participant.

Insight Example — Session WG-003

Team's cascade awareness score (6.2/10) was 18% below benchmark. Pattern: consistently under-protected connection clusters when primary disruption was crew-origin. Recommend: crew-cascade specific scenario block in next session.

Session WG-003 · OCC Team Alpha 7.4 / 10
Cascade Awareness
6.2
Priority Accuracy
8.0
Regulatory Compliance
9.0
Resource Efficiency
7.4
Passenger Impact
6.8
Credentials

Built from inside
the problem.

Operational Origin

Shepherd was founded by a former British Airways Customer Experience Expert who owned the Heathrow disruption management product. This is not an academic product.

Industry Validation

A predecessor disruption intelligence project was selected for the IATA accelerate@iata programme — a competitive cohort of the highest-potential aviation startups globally. Founder-level IATA credibility carried forward into Shepherd.

Category Signal

The aviation operations intelligence category is being validated in real time. Navi AI's recent $6.7M raise confirmed investor confidence in AI-powered ops tools. Shepherd owns the decision-making layer Navi doesn't.

Who It's For

The full operations
workforce.

Shepherd isn't just for OCC controllers. The decision gap exists across every team that interfaces with disruption — and every team that needs to coordinate when it cascades.

Core Tier
Operations Control Centres

Network controllers, shift supervisors, and duty managers. The teams making live decisions under pressure when cascades compound.

Crew constraint and FTL decision scenarios
Connection cluster management
CTOT compliance and slot window optimisation
Regulatory exposure scoring (EU261, FTL)
Operations Tier
Ground Operations & Handling

Ground handlers, airport operations teams, and turnaround coordinators managing the physical execution of the recovery plan.

Welfare obligation activation scenarios
Rebooking triage and queue management
Cross-carrier coordination protocols
Customer Tier
Customer Experience Teams

Contact centre, airport customer service, and frontline passenger-facing teams who carry the passenger impact burden during disruption events.

High-value passenger priority scenarios
Compensation entitlement decision trees
Communication timing and channel exercises
Executive Tier
Directors & C-Suite

Network directors, COOs, and CXOs who need to stress-test recovery strategies and crisis governance frameworks at the strategic level.

Network-wide disruption war games
Cross-departmental coordination exercises
Press and communications pressure scenarios
Get Started

Ready to build the muscle memory your teams need?

We work with a focused set of airline partners. Request a briefing to discuss your operations context and how Shepherd maps to it.

No sales process. Direct conversation with the founding team.