Case Study — Herschend Family Entertainment

Automating Ride Wait Times Across Dollywood and Silver Dollar City

Herschend Family Entertainment used Safari AI to publish live wait times and measure ride dispatch and throughput at Dollywood and Silver Dollar City.

5 min
Wait-Time Refresh
Live
Dispatch & Throughput
2 parks
One Live View

Measured from existing queue and station cameras

Riders on a wooden roller coaster cresting a hill above the Smoky Mountains

Ride attendant timing a long coaster queue with a stopwatch and clipboard
The Challenge

Posted wait times depended on manual timing and spot checks.

Posted wait times came from timing cards handed to guests or a team member's read of the queue. Across two busy parks and every attraction in them, that was labor-heavy, and the number was often stale by the time guests saw it.

  • Posted waits came from timing cards and spot checks, not live data
  • Dispatch intervals and net throughput were not tracked ride by ride
  • Guests lost trust when the posted wait and the real wait didn't match
See How Safari AI Solves This
What We Deployed

Live wait times and dispatch data, every five minutes.

STEP 01

Connected to queue and station cameras via an on-premise server

Existing queue and ride station cameras fed a lightweight on-premise server Safari AI deployed in each park, so video was processed on site.

STEP 02

Measured every queue and every dispatch

Computer vision counted guests entering and leaving each queue, time-stamped every dispatch, and calculated net throughput per attraction.

STEP 03

Published live wait times in 5-minute increments

Wait times refreshed every five minutes across all attractions in both parks, alongside live dashboards for dispatch rate and throughput against each ride's target.

Ride Performance
Herschend · Park overview · Today · Updated 19:05
LIVE
Avg. Wait
24min
↓ 6 min vs target
Throughput
1,080/hr
↑ 4% vs target
Dispatches
27/hr
↓ 3 vs target
Queue Entries
5,236
Next refresh 19:10
Live wait time (min) · Attraction #1
Within targetOver
TARGET 45 MIN
10:0011:0012:0013:0014:0015:0016:0017:0018:0019:00
AttractionWaitDisp/hrGuests/hrStatus
Attraction #150m281,120Over target
Attraction #225m20720On target
Attraction #315m34650On target
Attraction #435m12380Slow loads

Note: Illustrative data

The Result

Wait times guests can trust, more riders every hour.

Family walking up to a ride entrance next to a short posted wait time
Live
Posted Wait Times

Posted waits came from measured queue data every five minutes, so the number at the entrance matches the line guests join.

Ride operators checking lap bars as guests fill a coaster train
Ride by ride
Throughput

Net throughput was measured at every attraction, so capacity lost to slow loading or partly empty trains shows up while there is still time to win it back.

A full coaster train leaving the station as the next riders wait at the gates
Same day
Dispatch Performance

Operators saw dispatch intervals against target as the day unfolded, so gaps get closed during the peak, not after it.

“
We were looking to automate ride wait time, and Safari AI had the capability to broaden some really exciting opportunities to help us get smarter around people in our parks. There's just a lot of really cool use cases for us to grow into.
Herschend Family Entertainment
Action Center

Action Center: From Insight to Action.

Measurements like these feed Safari AI's Action Center, which turns a ride that drifts off target into a specific staff action in real time.

Measure
Every queue, every dispatch
→
Alert
Wait or dispatch drifts off target
→
Recommend
A specific fix, per SOP
→
Dispatch
Nearest staff sent to the ride
→
Outcome
Shorter waits
  • Real-time recommendations to improve KPIs via email, SMS, robocall, mobile app, Power BI, or API.
  • Recommendations grounded in your own written SOPs, not generic best practices.
What it means for guests Staff deployed → ↑ Dispatches → ↑ Throughput → ↓ Wait times
Get In Touch

See this on your own attractions.

Herschend replaced manual wait-time timing with live measurements from the cameras already in its parks. We'll walk through which attractions and queues are the best fit for a pilot on your cameras.

Queue Wait Time Dispatch Optimization Throughput

Get In Touch

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