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Understand demand before it hits

Predict the staffing moments that matter, from daily peaks to weather to reservations to local events, using real-time data that learns from every location.

Intraday Demand Forecast

Saturday, Apr 5 — Downtown

Total Forecast

$10,580

Sunny, 78°F

52 reservations

Taylor Swift @ Climate Pledge

$1600
$1200
$800
$400
$0
6a
8a
10a
12p
2p
4p
6p
8p
10p

Staffing adjustment recommended

Add 3 servers and 1 cook for 5pm-10pm to cover concert surge. Estimated additional labor cost: +$288.

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Why it matters

01

The challenge

When demand shifts, plans lag behind reality, leading to overstaffing, understaffing, or missed revenue. Most tools use simple averages that can't adapt to changing conditions.

02

How Rightwork helps

Rightwork's forecasting engine continuously learns from your POS data in real time. It models demand dynamically, factors in weather and local events, and adapts as conditions change, giving you accurate forecasts down to the hour.

See how it works

How it works

One platform for all of your workforce decisions

Real-time demand modeling

Build forecasts from historical and live POS data that reflect what's actually happening in your business. Sales, transactions, and custom metrics are all supported.

Predictive forecastingLive dataPattern recognition

Intraday distribution

See forecasted demand broken down by hour. Understand when your peaks hit and staff accordingly, not just by day, but by the hour.

Hourly breakdownPeak detectionManual override

Weather and events integration

Forecasts automatically factor in weather conditions and local events that impact foot traffic and demand.

Weather dataLocal eventsExternal factors

Actual vs. forecasted comparison

Track how your forecasts compare to actual results. Identify trends, improve accuracy over time, and understand where variance comes from.

Variance analysisTrend trackingContinuous learning

Smart staffing.
Accurate budgets.
Peak productivity.

Accurately predict demand and align labor plans to what's actually needed. Labor cost projections tie directly to forecasted demand so budgets reflect reality. The engine learns from every cycle, the longer you use it, the more accurate it gets.

Thu, Nov 27

11:00am - 10:00pm

Thanksgiving

Forecasted and actual sales for this day

Rightwork forecast

$14,820

Actual sales

$15,120

98.6% accurate

This Thanksgiving last year

Thu, Nov 28, 2024

Forecasted

$13,450

Adjusted

$14,000

👍

Actual

$14,230

Last 4 Thursdays

Thu, Nov 20, 2025

Forecasted

$10,673

Actual

$9,802

Thu, Nov 13, 2025

Forecasted

$10,540

Actual

$10,420

Thu, Nov 6, 2025

Forecasted

$10,310

Actual

$10,580

Thu, Oct 30, 2025

Forecasted

$9,890

Actual

$10,120

Year-over-year: +6.3%

Thanksgiving sales up $890 vs last year. Forecast accuracy improved 2.1%.

Testimonials

What our customers are saying

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