Now in Early Access

Agent-Based
AAM Market
Simulation Platform

Spot potential commercial routes before committing capital. ClutchRoute simulates millions of synthetic European travellers across market scenarios to forecast adoption curves, viability, and competition.

Learn More

Platform Capabilities

35K+
Routes
Directional Routes to explore for Go-To-Market
180+
Regions
NUTS2 regions across Europe
27
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
130+
Metrics
Generated from real and synthetic data

How ClutchRoute Works

From corridor to full forecast.

1

Select Corridor

Pick origin and destination from 180+ European NUTS2 regions, each with a population grounded in real demographics, income, and travel data.

2

Configure Run

Pick a preset (conservative, base, or aggressive) or tune parameters directly across pricing, marketing, and competition.

3

Run Simulation

Agents decide transport mode month by month. Up to 350M decisions per run, with social network effects.

4

Review Report

Dashboard with 130+ traceable metrics across 7 dimensions. Every number drills to the agent decisions behind it.

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

Four simulation modules over a live regional data layer, with every decision captured for analysis.

Your Inputs
Synthetic Population
Every agent is unique, built from real data. Demographics shape behavioural propensities that evolve over the simulation. No two decision paths are alike.
42 attributes per agent
Regional Intelligence
180+ regions, each with real infrastructure and economic context. Five data layers build a living map that agents navigate.
180+ regions
Social Dynamics
Adoption doesn’t happen in a vacuum. Agents influence each other through organic networks that grow, shift, and cascade over time.
Multi-level cascades
Decision Logic
Not everyone adopts at the same speed. Multiple triggers compound differently across population segments, producing realistic non-linear market progression.
350M+ decisions per run
Transport Competition
Full multimodal competition, with mode choice. Agents weigh AAM against existing alternatives across multiple dimensions, based on real-world data.
5 multimodal layers
Intelligence Layer
Raw simulation output is noise. This layer aggregates millions of individual decisions into the structured metrics that inform your route decisions.
130+ metrics per simulation
Your Insights
130+ Tailored Metrics

Not just a forecast. A full market report.

Every simulation delivers a complete, audit-ready intelligence report. 130+ metrics, fully traceable to individual agent decisions. Generated in hours, not months.

130+
Metrics per report
7
Report dimensions
28
Sub-sections
Overview — Corridor Report
Overview
Revenue
Mode Share
Adoption Rate — 60 Month S-Curve
Final: 11.2% Trend: Rising 10% at M14
11.2%
5% 10% M1 M6 M12 M60
5% M8
10% M14
Peak M16
Final Adoption
11.2%
Total Adopters
94,340
Cumulative Rev.
€6.84M
ARPU
€312
Simulation Verdict
MODERATE Health: B+ · 82/100
Corridor shows viable early adoption dynamics with strong social influence acceleration. Revenue trajectory is positive with high Q4-Q5 concentration…
Growth Curve
Demographics
Retention
Saturation
Market Penetration by Income Quintile
Q5 — Top 20%
18.4%
Q4
14.1%
Q3
7.4%
Q2
3.8%
Q1 — Bottom 20%
1.2%
Q5
Q4
Q3
Q2
Q1
Adopters by Age Group
25–34
12,820
35–44
6,445
45–54
892
18–24
614
55–64
241
Key Adoption Metrics
Net retention rate9.7%
Saturation ceiling~24%
Peak velocity+0.6pp/mo
Gender deviation+2.3pp
Time Series
Segmentation
Unit Economics
Projections
Monthly Revenue
M1 M6 M12 M60
Monthly
Cumulative
Cumulative Rev
€6.84M
ARPU M60
€312
Customer LTV
€2.4K
Repeat Rate
5.6%
Revenue Concentration
Q4+Q5 share29.4%
Gini index0.31
Biz vs leisure62% / 38%
Total time saved38,210 hrs
Mode Share
Transport Intel
Cannibalization
Competitive
Final Mode Share — M60
Train
34.2%
Car
22.1%
Plane
18.4%
AAM
11.2%
Bus
8.0%
No Travel
6.1%
Competitive Landscape — Cost vs Time
Travel Time (min) Ticket (€) Train Plane Bus Car AAM
AAM corridor share38.2%
Total AAM trips M6038,910
Health Score
Statistical Validity
Data Quality
Raw Data
Simulation Health
B+ · 82/100
Agent Quality 18/20
Module Health 17/20
Output Completeness 20/20
Algorithm Behaviour 16/20
Statistical Validity 11/15
Warning Severity 15/15
Statistical Validity
Gender distribution✓ Valid
Income distribution✓ Valid
Mode choice entropy0.31 (mod.)
Score deductions-4 pts
Data Quality per Region
Population
96%
Income
91%
Employment
88%
Transport
74%
Agent architecture: 42 attributes documented · Full raw data reference included
Data compiled for visualization purposes. Sections of the report compressed for website enhancement.
100%
Auditable
Every metric traces to a simulated agent decision. Full transparency at every level of detail.
Zero
Hallucinations
No black boxes. No LLM inference. Numbers originate from agent behaviour and your inputs.
Scenario-driven
In hours, not months
Test every assumption, adjust parameters and rerun before committing capital. Complete in hours what usually takes months.

See it for yourself.

Get in touch to get a demo account. Judge the depth before committing to anything.

The Case for ClutchRoute

Built to replace months of consulting work with hours of scenario testing.

Pilot Program

InvestmentMillions in capital
Timeline12 to 18 months
Iterations1 to 2 routes
Evidence basisReal-world operation

Expert Panel

InvestmentSignificant fees
Timeline3 to 6 months
IterationsLimited scenarios
Evidence basisExpert judgement
InvestmentFraction of cost
TimelineHours
IterationsUnlimited
Evidence basisAgent-level data

Reasons why companies work with ClutchRoute

1000x
Cheaper than pilots

Cheaper

Test market viability against real demographics before a euro of capital is committed.

Click for details →

Cost Efficiency

  • 1000x cheaper than pilot programs
  • No infrastructure investment required
  • Test unlimited scenarios at marginal cost
  • Save millions in failed route launches
← Click to flip back
60
Month forecast in hours

Faster

Iterate daily instead of waiting months for reports. Adjust macro parameters and rerun.

Click for details →

Accelerated Decisions

  • 60-month forecasts generated in hours
  • 50+ macro parameter adjustments
  • Instant scenario comparison (coming soon)
  • Focus time on the most promising locations
← Click to flip back
42
Attributes per agent

Deeper

Every forecast traces back to individual agent decisions, grounded in real demographic, income, and travel data.

Click for details →

Evidence Depth

  • 42 attributes per synthetic agent
  • Government-reported demographic data
  • Behavioural traits grounded in empirical data
  • Every metric traces to agent-level decisions
← Click to flip back
€0
Capital at risk

Safer

Validate route economics and identify failure points before capital deployment.

Click for details →

Risk Mitigation

  • Test market viability before capital deployment
  • Identify failure points in advance
  • Validate assumptions with real data
  • Reduce go-to-market uncertainty
← Click to flip back
35K+
Corridors scanned

Strategic

Spot transport network inefficiencies and competitor blind spots before alternatives arrive.

Click for details →

Strategic Edge

  • First-mover advantage in optimal markets
  • Spot transport network inefficiencies
  • Understand competitor vulnerabilities
  • Optimise routes before competition arrives
← Click to flip back
6
Transport modes modelled

Civic

Model subsidy effects and cross-network impact. Back route approvals and policy submissions with agent-level evidence.

Click for details →

Policy Ready

  • Test impact on existing transport networks
  • Demonstrate social benefits to authorities
  • Model subsidy effects (coming soon)
  • Data-driven insights to enable new route services
← Click to flip back

Who This Is For

Tailored for commercial route decisions in regional aviation and AAM.

Built for

  • Regional airlines and AAM operators evaluating route portfolios and market entry.
  • Route planners delivering viability analyses for route decisions.
  • AAM investment funds stress-testing operator business cases and route-level ROI claims.

Roadmap

New capabilities in development

Now
In progress

North America

New markets — United States of America, Canada, and Mexico.

Coverage Add-on
Next
Up next

Weather Module

Weather impact on route operations, agent behaviour, and multimodal competition availability.

Operations Behaviour
Later
Planned

Infrastructure Module

Vertiport site scouting for eVTOL operations, and integration with existing infrastructure for CTOL routes.

Planning Infra
Later
Planned

GCC Coverage

New markets — Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates.

Coverage Add-on
Now
Next
Later

Request a Demo Account

For operators, planners, and investors making real route decisions.

Contact Us
8 Seats Available

* Early access — some features are not yet available. Seats are limited. Visualizations on the website are adapted from the live platform for website enhancement.