Platform
The Liquid Engine
Physics-backed cocktail intelligence. Every recipe qualified against real-world ice, glassware, and service conditions.
Formulation Engine
Generate cocktails that fit structural envelopes. Iterative validation against acid ratio, ABV, sugar, and dilution targets.
Simulation Engine
Physics-based dilution modeling. 5-second time steps, temperature-dependent ice melt, freezing point depression, agitation multipliers.
Menu Intelligence
Test entire menus against real-world chaos. Find which cocktails survive your venue's constraints.
Explore the Platform
Ice Science
29 calibrated profiles — Hoshizaki, Kold-Draft, Manitowoc, Scotsman + specialty
Simulation Engine
Dilution modeling, agitation multipliers, target ranges by category
Chaos Scenarios
Five-scenario suite: 2 baselines + 3 stress tests (Proper Service → Worst Case)
Menu Engineering
Margin + resilience worksheet over sample recipes (not a POS report)
Ingredient Topology
9 structural roles, chemical profiles, entity resolution
Vessel Profiles
22-vessel catalog — 8 featured for thermal conductivity + material modeling