Lineup.ai delivers AI-powered sales, labor, and menu-item demand forecasting for restaurants, paired with automated shift scheduling, reporting forecasts 35% more accurate than traditional methods. Founded in 2019 and now part of the TimeForge suite following a 2024 acquisition, it serves single- and multi-location restaurant chains with plans starting at $79/location/month for forecasting alone, or $149/location/month with scheduling included.

AI Forecasting Software for Restaurants

Key features

Accurate sales forecasting: hourly, daily, weekly, built from POS data, weather, and local events
Labor planning: sets and hits labor cost targets matched to forecasted demand
Automated, optimized shift scheduling from data-driven forecasts or templates
Analytics dashboard: real-time metrics, variance analytics, baseline comparisons, labor target breakdowns
Multi-location consistency: standardized forecasting/scheduling with cross-location comparison
Employee mobile app for schedules, availability, time-off, and shift swaps
POS integrations for seamless forecasting

Strengths

Reports forecasting accuracy 35% better than traditional methods
Purpose-built for restaurants, incorporating hyperlocal factors like weather and local events
Now backed by TimeForge's nearly two decades of labor management expertise post-2024 acquisition
Scales from single independent locations to large multi-location chains
Transparent, straightforward per-location pricing
Employee-facing mobile app reduces manager workload around scheduling requests

Best for

Independent restaurants and cafes replacing manual, spreadsheet-based forecasting with automation
Multi-location restaurant chains needing consistent forecasting and labor-cost discipline across sites
General managers and operators wanting labor targets automatically translated into compliant schedules
Executives and regional managers needing cross-location performance comparison
Fast casual, quick-service, cafe/coffee shop, and local/regional restaurant operators specifically
Restaurant staff wanting self-service schedule visibility and shift-swap tools via mobile

Integrations

TimeForge (native, deep, system)
Toast (native, deep, system)
Clover (native, basic, system)

Pricing

USD 79 / month

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