The Platform

BarbaryCoastOS

The consulting methodology, automated. Every system I built over 20 years and 10 venues, packaged into an AI-powered operations platform that runs 24/7 in your venue's name.

Governor AI orchestrates 37 domain engines across beverage, food, finance, operations, events, training, and more. Your own agent fleet. Your own knowledge base. Your own operating system.

Book a Demo See How It Works View Pricing

Domain Engines

Specialist AI agents

Knowledge Rows

Indexed and embedded

Operational Skills

Playbooks and workflows

Wiki Pages

Structured domain knowledge

The Brain

Governor AI

Every request runs through a 6-step intelligence pipeline. No configuration. No prompt engineering. Just ask.

Classify

Every request is analyzed for domain, intent, and urgency. Is this a beverage question? A finance task? An operations issue? The Governor knows before you finish typing.

→

Route

Load relevant knowledge from the wiki and RAG layer. Pull financial baselines, brand rules, recipe databases. Context assembled before any engine fires.

→

Execute

The right engine handles the task. Simple requests get direct answers. Complex ones spawn parallel agents. Multi-domain questions fan out to multiple engines simultaneously.

→

Verify

Every output is checked against locked baselines, brand standards, and source citations before it reaches you. No hallucinated numbers. No off-brand copy.

→

Learn

Execution feedback trains the routing system. Corrections improve future classification. The platform gets smarter with every interaction.

→

Document

Significant actions update the knowledge base automatically. Operational discoveries become institutional memory. Nothing gets lost between shifts.

→

The Fleet

37 Domain Engines

Every engine is a specialist. Built from real venue operations, real recipes, real financial models. Not generic templates.

Beverage Engine

Cocktail development, pour cost, batch production, wine/beer programs

Food Engine

Menu engineering, recipe cards, BCG matrix, prep SOPs, food costing

Finance Engine

Pro forma, DSCR, SBA packaging, investor materials, budgets

Operations Engine

SOPs, checklists, vendor management, inventory, scheduling

+ 21 more engines across wealth management, real estate, local presence, construction, and platform infrastructure

The Memory

Knowledge Layer

Every client gets their own knowledge base built from their venue's actual data. Recipes, SOPs, financial models, vendor contracts, training materials. All searchable. All connected.

Three layers work together. The wiki provides structured domain knowledge. The RAG layer indexes every document, recipe, and report with vector embeddings for semantic search. The knowledge graph maps relationships between entities... your recipes, your staff, your vendors, your numbers.

The system learns from every interaction. Correct a routing decision and it never makes that mistake again. Add a new recipe and every engine that touches beverages knows about it instantly.

Architecture

Three-layer knowledge system

Wiki

Structured domain knowledge (Karpathy pattern)

115 pages

RAG

Vector-embedded documents, 13 categories

18,143 rows

Knowledge Graph

110 entities, 430 facts, temporal validity

596 edges

Skills Library

Operational workflows across 145 domains

534 playbooks

Cloud Routines

Automated workflows on dedicated infrastructure

7 agents

In Practice

Ask Anything About Your Venue

Real questions from real operators. The Governor classifies, routes to the right engine, and delivers verified answers.

“What's our pour cost on the fall cocktail menu?”

Beverage Engine

Pulls every recipe, calculates actual pour cost per drink, flags anything over 20%, suggests substitutions that save money without changing the guest experience.

“Build me an SBA deck for our lender meeting Thursday.”

Deck Engine + Finance Engine

Generates a branded Marp presentation with your actual financials, locked baselines, pro forma projections, and use of funds breakdown. PDF-ready in 2 minutes.

“We need a private event package for 40 people, $150/head.”

Events Engine

Creates a BEO with menu recommendations, staffing requirements, timeline, and profit margin analysis. Cross-references your beverage inventory for batch feasibility.

“How do we compare to the top cocktail bars in SF?”

Worlds Best Bars

Profiles 60+ elite bars, benchmarks your program against them on innovation, pricing, guest experience, and press coverage. Identifies gaps and opportunities.

Pricing

Deploy Intelligence

Every plan includes the Governor AI, knowledge base setup, and ongoing model training from your venue's operations.

Starter

Beverage Intelligence

$500/month

Your cocktail program, supercharged. Pour cost tracking, recipe management, menu engineering, and competitive benchmarking.

Beverage Engine + Menu Engine
Up to 200 recipes indexed
Pour cost monitoring
Menu engineering (BCG matrix)
Monthly performance report

Start Here

Professional

Full Operations

$1,500/month

The complete platform. Every engine, every knowledge layer, every automation. Built for operators who want AI running their back-of-house.

All 37 domain engines
Custom knowledge base (your data)
Governor AI orchestration
Automated P&L and reporting
SBA and investor materials
Priority support + monthly review

Book a Demo

Enterprise

Multi-Venue

Custom

For restaurant groups and multi-unit operators. Shared knowledge across venues with per-location customization.

Everything in Professional
Multi-venue dashboard
Cross-venue analytics
Dedicated engine customization
API access
White-glove onboarding

Client #1

Built on Barbary Belle

BarbaryCoastOS isn't theoretical. It's running right now on Barbary Belle, a real pre-launch venue in San Francisco's Jackson Square. Every engine was built from real operations data.

$1.5M

Year 1 Revenue

Projected, model-verified

$285K

EBITDA

19% margin

Revenue Streams

Active from day one

200+

Original Cocktails

Indexed and costed

Read the Full Case Study

Get Started

Deploy your fleet.

Every deployment starts with a discovery call. I'll map your venue's operations, identify the highest-impact engines, and build your knowledge base from your actual data. Live in 30 days.

Brian Howard, Owner & Founder
Liquid Chef Consulting

Book a Demo admin@liquidchefconsulting.com