Tourism Routing Platform

FlowPass.ca

Route Outcomes, Not Tickets

A routing engine + capacity exchange for tourism. Travelers describe intent. You build flowing routes. Plans adapt in real-time.

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The Problem

Tourism Is Broken

📅

Fixed Bookings

Travelers book weeks ahead, then plans change. Rigid itineraries break the moment something goes wrong.

🪑

Wasted Capacity

A 2pm tour with 3 empty seats is worthless at 2:01. Perishable inventory dies unsold every day.

🌧️

No Adaptation

Rain hits. Crowds spike. Delays cascade. Traditional systems can't respond in real-time.

The Solution

Intent Routing + Capacity Exchange

1

Traveler Describes Intent

"I have 4 hours. Food and culture. Keep it chill. I hate lines."

60 seconds. Vibes, pace, mobility, constraints. No fixed times. No rigid plans.

2

Engine Builds Route

Scoring algorithm weighs intent fit, time feasibility, crowd avoidance, operator reliability, and perk value. Produces 3–6 stops that flow.

3

Atomic Holds Lock Spots

MongoDB atomic operations. If shown, it can be held. Holds expire automatically. Capacity never lies. No double-booking.

4

Plans Adapt Live

Rain? Swap to indoor. Crowded? Route around. Changed mind? Swap any stop. Safe swap acquires new hold before releasing old.

Core UX

5 Screens, City-Agnostic

Start Flow
Time window
Vibes (multi-select)
Pace
Line tolerance
Start Flow →

Intent Capture

60 seconds to describe the perfect day

Your Route
Stop 1 Hold: 4:32
Stop 2 Hold: 4:32
Stop 3 Next
Confirm | Swap | Skip

Live Route

Hold timers, confirm, swap, skip

Swap Options
Alt A — closer, perk
Alt B — quieter
Alt C — indoor

Swap Engine

3–8 alternatives, atomic swap

Exchange
Slot — 2 left — Available
Slot — 1 left — Free
Slot — Perk available

Capacity Exchange

Live inventory market

Operator
Today's gaps: 3
Fill rate: 78%
Flash Perk

Operator Console

Publish slots, flash perks, auto-offers

Under The Hood

Production-Ready Architecture

Stack

  • Flask 3.0 + MongoDB
  • Gunicorn + Nginx
  • 19 CSS themes

Payments

  • Stripe Connect (operators use own accounts)
  • Bitcoin Lightning via Strike
  • Connected operator accounts

Background Jobs

  • Hold expiry (60s)
  • Congestion updates
  • Auto-offers
  • Continuous routing

Core Collections

  • slots — inventory + GeoJSON
  • holds — TTL reservations
  • routes — live sessions
  • rules — demand shaping
Project Components

The Routing System

🌐

FlowPass.ca Identity

Canadian project domain and visual system

💻

Complete Source

Every line, no obfuscation

📚

Full Documentation

Spec, API ref, deployment guides

🚀

Deploy Configs

Systemd + Nginx ready

🎨

19 Themes

Nordic Frost to Cyberpunk

♾️

Capacity Rules

Atomic holds, safe swaps, and live availability

Routes that adapt as the day changes

Explore the intent engine, atomic holds, live capacity, and operator workflows.

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