Agent-Based
AAM Market
Simulation Platform

Powered by logic, enhanced by AI

Predict AAM route demand before you commit capital. We simulate millions of European travellers across 240+ regions to deliver profitability, adoption curves, and competitive dynamics, turning months of research into hours of scenario testing.

Platform Capabilities

58K+
Routes
Routes to explore for Go-To-Market
240+
Regions
NUTS2 regions across Europe
25+
Countries
European countries covered
4
Simulation Modules
Fully customizable modules to fit your use case
60
Months of Insights
Up to 60 months generated per route simulation
85+
Metrics
Generated from real and synthetic data

How ClutchRoute Works

Simple steps to powerful insights

1

Define Your Route

Select from a list of 240+ European regions, with 40M+ agents, carefully curated with real datapoints, covering 40+ data categories.

2

Adjust Assumptions

Seamlessly chose between our preset configurations or adjust dozens of parameters that reflect your business assumptions and create the perfect macro conditions to test the agents.

3

Run Simulation

Execute simulations up to 60 months in length, processing millions of individual agent decisions in as little as 65 minutes.

4

Get Actionable Insights

Generate an incredibly detailed dashboard with 85+ metrics sourced from real and synthetic data for unprecedented decision confidence.

Product is currently tailored for Regional Airliners and the evergrowing AAM passenger ecosystem. For custom use cases involving other transport methods, contact us.

Our Decision Engine

Your Inputs

Agent-Modeled Population

Millions of Europeans extrapolated from real demographics

Macro Module

Infrastructure, economic & regional data

Social Network Module

Social influence effects

Behavioural Module

Individual decision simulation

Transport Module

Multi-modal competition & mode choice

Your Insights

+85 Tailored Metrics

Processing Scale

40M+
Individual Agents
1:10 ratio of EU population
240M+
Decision Points
Monthly decisions generated per simulation (on average)
15B
Data Points
Generated per simulation (on average)
42
Agent Attributes
25 real data, 17 synthetic & derived
58K+
Route Options
Possible routes to test
1000x
Cost Efficiency
vs. pilot programs

The Smarter Path Forward

Compare your options before committing capital

Approach Investment Timeline Iterations
Pilot Program
Millions in capital 12-18 months 1-2 routes
Expert Panel
Significant fees 3-6 months Limited scenarios
ClutchRoute
Fraction of cost Hours Unlimited

Speed

Get 60-month forecasts in ~65 minutes. Iterate daily instead of waiting months for reports.

Precision

Simulate millions of individual decision-makers with real demographic data, not assumptions.

Versatility

Test unlimited scenarios with 50+ adjustable parameters.*

*Available for custom plans

ABM vs Traditional Forecasting

Emergent Behavior Modeling

Captures complex market dynamics that emerge from millions of individual decisions, revealing adoption patterns invisible to aggregate models

Heterogeneous Population

Every agent is unique with distinct preferences, constraints, and social connections based on real demographic distributions

Network Effects & Social Cascades

Models how adoption spreads through social networks, with influential nodes accelerating or decelerating market penetration

Experience-Based Learning

Agents learn from their previous experiences and adjust future behavior, creating realistic adoption acceleration or resistance

Policy Impact Testing

Test subsidies, infrastructure investments, and regulatory changes at the individual decision level for precise impact assessment

Monte Carlo Confidence Intervals

Multiple simulation runs with behavioral randomization provide statistical confidence bounds on adoption forecasts

Why ClutchRoute

Transform uncertainty into strategic advantage*

Risk Mitigation

  • ✓ Test market viability before capital deployment
  • ✓ Identify failure points in advance
  • ✓ Validate assumptions with real data
  • ✓ Reduce go-to-market uncertainty and find lucrative routes

Cost Efficiency

  • ✓ 1000x cheaper than pilot programs
  • ✓ No infrastructure investment required
  • ✓ Test unlimited scenarios at marginal cost
  • ✓ Save millions in failed route launches

Accelerated Decisions

  • ✓ 60-month forecasts in as fast as 65 minutes
  • ✓ +50 Parameters adjustments*
  • ✓ Instant scenario comparison
  • ✓ Focus your time on the most promising locations

*Available for custom plans

Strategic Edge

  • ✓ First-mover advantage in optimal markets
  • ✓ Decipher transportation network inefficiencies and capitalize early
  • ✓ Understand competitor vulnerabilities
  • ✓ Optimize routes before competition arrives

Investment Intelligence

  • ✓ ROI projections with confidence intervals
  • ✓ Infrastructure requirement planning - coming soon
  • ✓ Fleet size optimization - coming soon
  • ✓ Attract investors with solid data

Policy Ready

  • ✓ Test impact on existing transportation networks
  • ✓ Demonstrate social benefits to authorities
  • ✓ Model Subsidization effects
  • ✓ Gather unique data driven insights to enable route services

Platform Accomplishments

6,425
Months Simulated
400M
Agents Simulated
8,500
Metrics Analysed
24B
Data Points Generated

Across Pre-Alpha, Alpha and Beta Versions

Start Making Data-Driven Decisions Today

Join industry leaders who trust ClutchRoute for market entry strategy

Learn More Schedule Demo

* Platform is currently in early access, some features are not available. Seats are limited.

Coming Soon

Powerful new features launching soon

Weather Module

Weather impact on route operations and agent behaviour

Infrastructure Module

Vertiport construction locations scouting (eVTOL) and leveraged existing infrastructure (cTOLS)

North America

North American markets add-on - United States of America, Canada And Mexico

GCC Coverage

GCC markets add-on - Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates

Be the first to access these features

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