System Overview

How everything connects — click any node to explore

Agents

Workflow-based specialists that execute tasks autonomously

Departments

Business reference context — loaded by agents as needed

Skills

Reusable SOPs and procedures loaded by agents during execution

Integrations

External systems and how agents access them

System Health

Automated checks for rule violations, inefficiencies, and things that need attention

Global Context

Foundation layer — loaded at the start of every session, before any agent runs

How It Works

Understanding the architecture — what each layer does and how they connect

Memory Health

Weekly consolidation report — redundancies, stale entries, contradictions, and Golden Rule violations

Self-Learning Pipeline

How the system gets smarter from every interaction — the flywheel that turns usage into intelligence

Learning in Action

Live evidence of the flywheel at work — real rules learned, evolved, and applied from production data

Sales Playbook

Everything a Toast sales rep needs to know — from first inquiry to signed contract. Searchable, organized by topic, pulled live from our AI agent rules.

Team Impact

See how the team is teaching Toast AI — every email edit and piece of feedback gets tracked and turned into permanent rules. Click any team member to see exactly what they've changed.

Scheduled Jobs

Every cron job, background process, and recurring task running across your infrastructure

GitHub Repositories

The 4 repos that power Toast AI — context, engine, finance, and pricing

Repository Files

Full file tree of the toast-ai-context repo — click folders to expand