§ 01 / Solutions

Seven verticals. One platform.

Crowd analytics is the same toolkit applied to seven very different problems: from how shoppers move through a mall, to how a city evacuates a stadium. Pick the closest to yours.

§ 01

Retail

Know your shoppers without knowing your shoppers.

Mall, shopping-centre and chain-store owners need to understand which stores attract crowds, how long shoppers stay, and which passers-by convert into visitors. We give you all three; tied to your POS data when you want it.

What we deliver

Tools included

  • Footfall count in real time
  • Dwell time per zone
  • Mobility between zones
  • Heatmap of people density
  • Conversion rate (visitor vs. passer-by)
  • Footfall predictions
References · AMK Shopping Mall (Singapore) · Lotte Department Store (Seoul) · Traditional markets of Seoul · Express-way rest stops (Korea) See retail case studies →
§ 02

Smart City

Plan a city around the people who actually live in it.

Smart city planners need to know their citizens and tourists before adapting the city to their needs. Urban planning, public transport and tourism all start with footfall.

We cover three sub-domains: smart transportation, smart administrations, and public health.

What we deliver

Tools included

  • Footfall count in real time
  • Dwell time per zone
  • Mobility between zones
  • Heatmap of people density
  • Threshold alerts for crowding / dwell
  • Avg. waiting time at bus stops
  • Air-quality sensor add-on
References · Gwangalli Beach (Busan) · Damyang touristic attractions · Downtown Suwon See smart-city case studies →
§ 03

Safety

Even well-prepared events can turn deadly.

Large crowds form whether planned or spontaneous. Managing them safely involves event planners, crowd leaders and law enforcement — with seconds to act. DFRC gives every stakeholder the same situation awareness picture, in real time.

6people/m²
Crush threshold
Crowd-crush alerts

Realtime density tracking triggers an audio alarm when density approaches 6 people/m² — the threshold beyond which crush risk climbs steeply.

1–5minutes
Golden evacuation window
Evacuation tracking

Our sensors operate up to 75 °C, so they keep counting where CCTV fails. Track in real time who’s out and who’s still inside.

What we deliver

Tools included

  • Footfall & crowd congestion in real time
  • Mobility between zones
  • Heatmap of traveller density
  • Threshold alerts (footfall / dwell)
  • Audio-alert broadcast system
  • High-temperature operation (to 75 °C)
References · Yeungnam University (campus fire evacuation) · Gangnam Station underground · Mapo Library, Seoul See safety case studies →
§ 04

Advertising (D)OOH

How many people saw the ad, for how long, how often.

In a rapidly-evolving (D)OOH industry, the one constant remains: advertisers want to know who saw the ad. Until now, getting that data has been close to impossible. We give you per-billboard, per-ad and per-route impression data — static or moving.

What we deliver

Tools included

  • Impressions per billboard (static & moving)
  • Impressions per ad (digital billboard)
  • Dwell time per static billboard
  • Average returning viewers
  • Billboard journey map (moving)
  • Valuation of your billboards
References · Orchard Rd (Singapore) · Bangkok DOOH pilot · Australia OOH · Korea 2022 election trucks See DOOH case studies →
§ 05

Events

The less friction, the better the experience.

Event attendees arrive from various entrances, move through venues at different speeds, stop by restrooms, queue at food corners. Satisfaction depends on how easily they can move through to reach what they came for.

What we deliver

Tools included

  • Footfall count in real time
  • Dwell time per zone
  • Mobility between zones
  • Heatmap of attendee density
  • Threshold alerts (footfall / dwell)
  • Per-event data exports
References · Esplanade Outdoor Theatre (Singapore) · National Gallery Light to Night · IKTVA Aramco, Saudi Arabia · Singapore Biennale See events case studies →
§ 06

Airports

Where does the traveller’s hour-and-a-half actually go?

Travellers arrive, check in, pass security, pass border control, buy duty-free, board. Customer satisfaction depends on the time spent at each step. From border control to gate, that data has been largely invisible.

What we deliver

Tools included

  • Footfall count in real time
  • Dwell time per zone
  • Mobility between zones
  • Heatmap of traveller density
  • Threshold alerts (queues / dwell)
  • Per-gate analytics
References · Korea Airports — Gimpo, Gimhae and Jeju · 1,200 sensors deployed See airport case studies →
§ 07

Politics

Reach the most voters in the least time at a reasonable cost.

To win elections you must reach the eyes and ears of voters. We track impressions per pickup-truck billboard, per location and per route — so campaigns can optimise their strategy day by day.

What we deliver

Tools included

  • Impressions per billboard (static & moving)
  • Dwell time per billboard
  • Map of pickup-truck location through the day
  • Distance travelled per truck
  • Crowd analytics for political events
References · Korea 2022 Presidential election · campaign-truck ad exposure measurement See politics case studies →
§ Next

See how the technology behind these solutions works.

11× patented IoT sensors, MAC de-randomisation, and a live dashboard you can pilot in a single afternoon.

Explore the technology →
Solutions covered7 verticals
Patented tech11× patents
Started2012
SG sensors live200+