Optimize · MMC Fare Pricing Pipeline

Move beyond static fare tables

The MMC Fare Pricing Pipeline blends traditional fare structures with AI-driven models, so carriers move from static fare tables to real-time, data-informed pricing that stays intelligent, competitive and future-proof.

Dynamic Pricing

What the pricing pipeline does

Start where you are

The pipeline is modular: start with your current fare structure and grow into AI-augmented models without disruption.

Real-time optimization

Fares adapt continuously to demand, competition and market signals.

Every fare model

Point-to-point, mileage-based and dynamic fares, with rounding strategies and fare override tiers.

AI pricing models

Models by market template, capacity threshold and time to travel.

Interoperable

Works with revenue management, inventory and third-party systems as one pricing ecosystem.

Future-proof

Designed to evolve with the industry, without costly overhauls.

Dynamic pricing in actionAI-enhancedHow TDS uses AI

Watch a fare respond to demand

Every departure has a fare ladder. When seats sell faster than on a typical week, TDS moves the fare up a level; when they sell slower, the lower fares stay on sale longer. Your team sees every step, and the forecast behind it.

Dynamic pricingRoute 340 · Friday 5:30 PMSample

Seats sold, against a typical week

This departure is selling faster than usual: 77% sold 3 days out, against 66% on a typical week. Each dot is where the fare moved up a level.

This departureTypical for this departure (last 8 weeks)Forecast

Fare ladder

56 seats. Each level opens when the one before it sells out.

LevelFare Opens atStatus
Level 1$24On saleSold out
Level 2$2930% fullSold out
Level 3$3450% fullSold out
Level 4$3970% fullSelling: 4 of 11 seats
Level 5$4490% fullNext

TDS insightForecast 95% full at departure. Open Level 5 at 85% instead of 90%?

Sample data: a fictional route and invented fares and figures.

Pricing rules

Rules your team controls

Pricing follows the rules you set for each market: fare levels, the capacity thresholds that open them, time-to-travel adjustments, floors, ceilings and rounding. AI models suggest changes; your team decides.

  • Market templates for commuter, leisure and holiday travel
  • Capacity thresholds and time-to-travel steps
  • Floors, ceilings, rounding and manual overrides
Dynamic pricingPricing rulesSample

Pricing rule: Weekend leisure

One rule, set once and used for every departure it applies to. Read-only sample.

Market template
Weekend leisure
Applies to
Route 340, Friday and Sunday departures
Fare levels
  • $24
  • $29
  • $34
  • $39
  • $44
Capacity thresholds
  • 30%
  • 50%
  • 70%
  • 90%
Time to travel
+$3 inside 48 hours
Floor and ceiling
$19 – $49
Rounding
To the whole dollar
Manual override
Pricing managers, with a reason logged

TDS insightOn this market, opening Level 5 at 85% would have added about $38 per departure over the last 8 weeks, and the same departures would still have sold out.

Sample data: a fictional route and invented fares and figures.

See what pricing changed

Compare any period with the same period last year: average fare, load, revenue per departure and empty seats, overall and by time of day.

See revenue performance in Revenue Management

  • Quiet departures: lower fares, more riders
  • Busy departures: higher fares, still full
  • Every figure next to last year
Dynamic pricingThis quarter vs same quarter last yearSample
Average fare$31.80Last year: $30.10+5.6%
Load factor74%Last year: 68%+6 pts
Revenue per departure$1,318Last year: $1,146+15.0%
Empty seats per departure14.6Last year: 17.9−18.8%

By time of day

Lower fares fill quiet departures; busy departures earn more and still sell out. This quarter with dynamic pricing, against fixed fares in the same quarter last year.

Departures Average fare, last yearThis yearChange Load, last yearThis yearChange
Weekday early morning$26.40$23.90−9.5%48%61%+13 pts
Weekday midday$27.10$25.20−7.0%52%63%+11 pts
Saturday$29.50$30.40+3.1%70%76%+6 pts
Friday evening$33.80$39.60+17.2%88%91%+3 pts
Sunday afternoon$34.20$38.90+13.7%90%93%+3 pts

TDS insightWeekday early mornings filled 13 points more at 9.5% lower fares: the best trade-off on the network this quarter.

Sample data: a fictional route and invented fares and figures.

Outcomes

What carriers get

  • Pricing that responds in real time
  • Support for pricing teams and AI-augmented operations alike
  • Room to grow without replacing your fare system
Works with

Related products

Revenue Management

Yield & revenue strategy

Forecasting

Demand and ridership

OTA Distribution

Retail Distribution Hub

See TDS in action.

A demo with our team, focused on the products you need, with time for your questions.

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