Fullkitch vs Lineup.ai

Fullkitch is web-based AI software for restaurant back-of-house operations. Its machine-learning forecasting predicts daily demand for every menu item, with stated 95% item-level accuracy. Phone-based computer vision and voice AI count inventory, with stated counts approximately 90% faster than manual methods. An autonomous agent checks stock, projected demand, and dynamic par levels before drafting purchase orders for manager approval. Scheduling uses demand forecasts, staff availability, labor laws, and house rules, with automatic labor-law compliance. A live P&L shows food-cost percentage, labor ratio against revenue, and per-item margin. Native integrations include Toast, Square, Lightspeed, Clover, Brink, Revel, QuickBooks, Xero, Restaurant365, Gusto, and ADP. AI agents can draft purchase orders, prep lists, and schedules, but nothing is sent without approval. Fullkitch targets independent restaurants, multi-unit operators, and franchise groups. It says the first location can go live in one week and additional locations in one day. Pricing is custom by quote, with no published tiers.

Lineup.ai provides restaurants with sales, labor, and menu-item forecasting alongside scheduling tools. Its sales forecasts use historical, weather, and local data to estimate demand by the hour; labor forecasts give staffing guidance for each location and shift. Managers can generate schedules automatically, use templates, or build them manually. Employees can view schedules, submit availability, request time off, and swap shifts in the mobile app. Reporting dashboards cover sales, labor demand compared with scheduled employees, and performance against labor targets. Restaurants can use forecasts without adopting the scheduling features. Listed integrations include Snowflake, Olo, Brink POS, Clover, Square, Toast, OpenTable, Tock, 7shifts, and UKG. Lineup.ai serves restaurant groups and operators including multi-location restaurants, franchises, quick-service restaurants, cafes, and coffee shops. The site says it is now part of the TimeForge suite of labor-management products. Forecasts cost $79 a month per location; forecasts plus scheduling cost $149 a month per location. There is no free plan, but a free trial is available.