Passenger Loading (Manual + APC CCTV data)

The best available load factor you can use

Manual counts can be inconsistent and Automatic Passenger Counting (APC) coverage is often partial. Clickflow builds a “best available” passenger load factor by triangulating manual counts and APC, with optional enrichment from on‑train proxies or CCT. This then flags confidence and trend shifts.

Key outputs

• Service-by-service loading and crowding hotspots
• Trend shifts identified quickly (early warning)
• Confidence scoring (where to trust vs where to treat as indicative)
• Inputs for yield, formation and planning decisions

Why it matters

It gives revenue managers and train planners a more consistent, real‑world basis to manage yield and formations—especially when perfect counting doesn’t exist.

How Clickflow delivered

• Triangulation — uses the best available sources, not one fragile feed
• Confidence scoring — explicit about data strength and gaps
• Decision-ready — outputs designed for yield and formation choices
• Expandable — improves as more data sources become available

Why Clickflow wins here

We’ve delivered practical passenger-loading views where “perfect APC” isn’t reality—without pretending certainty we can’t support.