SkyWardens.com

Realistic MANPADS training simulations built for North African terrain and threats

Score: 6.8/10MAMedium Build
Brand Colors

The Opportunity

Problem

Moroccan army previously lacked sufficient MANPADS to counter low-flying drones, helicopters, and cruise missiles

Solution

SkyWardens delivers an interactive web-based simulator that lets Moroccan and North African air defense units train operators on engaging low-flying drones, helicopters, and cruise missiles. It uses real Moroccan terrain data and threat profiles so teams can build muscle memory and decision-making skills without live ammunition. Performance analytics and AI coaching close the previous training gap that left forces underprepared.

Target Audience

Moroccan military air defense commanders and North African defense strategists

Differentiator

The only MANPADS-focused simulator using actual North African geography, conflict data from the Sahel and Libya, and localized threat behaviors instead of generic Western models.

Brand Voice

professional

Features

Interactive Simulation Engine

must-have75h

Canvas-based real-time MANPADS engagement simulator with physics-based missile trajectories

North African Scenario Library

must-have35h

50+ pre-built scenarios using Moroccan Atlas Mountains, coastal, and desert terrain

Performance Analytics Dashboard

must-have40h

Hit probability, reaction time, and decision quality metrics with after-action review

Custom Scenario Builder

must-have45h

Commanders can create missions by setting threat types, numbers, and approach vectors

Unit Readiness Scoring

must-have30h

Aggregate team performance tracking and readiness heatmaps

AI Threat Behavior

must-have55h

Intelligent drone and missile pathing that adapts to operator behavior

Team Training Mode

nice-to-have35h

Multi-operator sessions with commander observation tools

PDF After-Action Reports

nice-to-have20h

Exportable reports formatted for Moroccan military chain of command

Mobile Field Mode

nice-to-have25h

Touch-optimized interface for tablet use during field exercises

Total Build Time: 360 hours

Database Schema

organizations

ColumnTypeNullable
iduuidNo
nametextNo
countrytextNo
manpads_countintYes
created_attimestampNo

users

ColumnTypeNullable
iduuidNo
organization_iduuidNo
emailtextNo
roletextNo
created_attimestampNo

Relationships:

  • β€’ organization_id -> organizations.id

scenarios

ColumnTypeNullable
iduuidNo
organization_iduuidYes
nametextNo
threat_typestextNo
terrain_typetextNo
difficultyintNo
created_attimestampNo

Relationships:

  • β€’ organization_id -> organizations.id

training_sessions

ColumnTypeNullable
iduuidNo
user_iduuidNo
scenario_iduuidNo
scoreintYes
accuracyintYes
reaction_time_msintYes
completed_attimestampYes

Relationships:

  • β€’ user_id -> users.id
  • β€’ scenario_id -> scenarios.id

API Endpoints

GET
/api/scenarios

List available scenarios with filtering

πŸ”’ Auth Required
POST
/api/sessions

Create and start new training session

πŸ”’ Auth Required
POST
/api/sessions/:id/events

Record real-time simulation events via WebSocket fallback

πŸ”’ Auth Required
GET
/api/analytics/unit

Return aggregated readiness metrics

πŸ”’ Auth Required
POST
/api/reports

Generate PDF after-action report

πŸ”’ Auth Required

Tech Stack

Frontend
SvelteKit + TailwindCSS + Canvas API
Backend
Node.js + Express
Database
PostgreSQL with PostGIS
Auth
Clerk
Payments
Stripe
Hosting
Railway
Additional Tools
Socket.ioMapLibre GL

Build Timeline

Week 1: Foundation and auth

35h
  • βœ“ Project scaffold
  • βœ“ Clerk auth + organization setup
  • βœ“ Basic landing page

Week 2: Data layer and UI shell

40h
  • βœ“ Database schema + PostGIS
  • βœ“ Dashboard UI
  • βœ“ Scenario browser

Week 3: Core simulator

65h
  • βœ“ Physics-based engagement engine
  • βœ“ Basic threat AI
  • βœ“ Controls UI

Week 4: Scenarios and metrics

55h
  • βœ“ Scenario engine and library
  • βœ“ Analytics calculations
  • βœ“ Debrief screen

Week 5: Command features

45h
  • βœ“ Unit dashboard
  • βœ“ Readiness scoring
  • βœ“ Team mode basics

Week 6: Polish and monetization

40h
  • βœ“ Stripe integration
  • βœ“ Report export
  • βœ“ Mobile mode
  • βœ“ Beta polish
Total Timeline: 6 weeks β€’ 280 hours

Pricing Tiers

Starter

$0/mo

Limited to 5 simulations per month

  • βœ“5 scenarios/month
  • βœ“Basic metrics
  • βœ“Single user

Professional

$35/mo

Unlimited

  • βœ“Full scenario library
  • βœ“AI opponents
  • βœ“Advanced analytics
  • βœ“Custom scenarios
  • βœ“Readiness scoring

Command

$99/mo

Unlimited

  • βœ“Everything in Professional
  • βœ“Team accounts
  • βœ“Priority support
  • βœ“API access
  • βœ“Custom terrain uploads

Revenue Projections

MonthUsersConversionMRRARR
Month 14010%$140$1,680
Month 638014%$1,862$22,344

Unit Economics

$95
CAC
$980
LTV
4%
Churn
82%
Margin
LTV:CAC Ratio: 10.3xExcellent!

Landing Page Copy

Train Like Your Skies Depend On It

Realistic MANPADS simulation software built specifically for Moroccan and North African forces. Turn limited missiles into maximum readiness.

Feature Highlights

βœ“Moroccan terrain accuracy
βœ“Zero live-fire cost
βœ“Instant after-action insights
βœ“Team readiness scoring
βœ“Built for North African threats

Social Proof (Placeholders)

"'Our operators went from 38% to 76% hit rate in two weeks.' β€” Air Defense Commander, Royal Moroccan Armed Forces"
"'Finally a tool that understands our actual operating environment.' β€” Strategist, Algerian Ministry of Defense"

First Three Customers

Contact former Moroccan military instructors and mid-level commanders via LinkedIn and defense alumni networks. Offer free 90-day Command tier pilots to two Moroccan units and one Tunisian brigade in exchange for case studies and video testimonials. Attend the next Marrakech Airshow or similar regional defense event with a demo station.

Launch Channels

LinkedIn (targeting air defense titles in North Africa)Defense and Security forumsAfrican Military Review circlesTargeted outreach to training commandantsPartnerships with retired MANPADS instructors

SEO Keywords

manpads training simulatormoroccan air defense trainingcounter drone simulationlow flying threat trainermilitary simulation software africamanpads operator training

Competitive Analysis

Bohemia Interactive Simulations

bisimulations.com
Six-figure enterprise licenses
Strength

High fidelity military-grade simulation

Weakness

Prohibitively expensive and not tailored to MANPADS or North Africa

Our Advantage

Purpose-built for MANPADS at $35/month with regional terrain data

Raytheon Synthetic Training

rtx.com
Custom multi-million contracts
Strength

Hardware integration

Weakness

Years-long sales cycle, not accessible to most North African units

Our Advantage

Instant self-service SaaS with immediate value

🏰 Moat Strategy

Training performance data from real North African units creates increasingly accurate AI opponents and scenario recommendations over time.

⏰ Why Now?

Drone proliferation in Libya, Mali, and recent Red Sea conflicts has shown that MANPADS are only as effective as their operators. Morocco's recent acquisitions require rapid training at scale.

Risks & Mitigation

legalhigh severity

Handling of sensitive military training data

Mitigation

Strict policy against classified data; all scenarios built from open-source intelligence

markethigh severity

Long government procurement cycles

Mitigation

Target individual commanders and training schools who control smaller budgets first

technicalmedium severity

Simulator perceived as unrealistic by veterans

Mitigation

Involve two retired Moroccan instructors as advisors from week 1

Validation Roadmap

pre-build18 days

Interview 12 North African air defense officers

Success: At least 8 confirm $35/month willingness and specific pain points

mvp35 days

Private beta with 3 units

Success: 70% of users complete 10+ simulations and request continued access

launch30 days

Launch with case study from Moroccan unit

Success: 15 paid conversions in first 30 days

Pivot Options

  • β†’Expand to full air defense battery training
  • β†’License scenario engine to larger defense contractors
  • β†’Add augmented reality field overlay mode

Quick Stats

Build Time
280h
Target MRR (6 mo)
$3,500
Market Size
$14.5M
Features
9
Database Tables
4
API Endpoints
5