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AI Systems Architecture

Documented system build

Action OS — AI Operating Layer

A client-facing operating layer connecting GHL business records, a custom interface, specialist AI agents and workflow orchestration.

Client / business Action OS / A1LegacyStudio
A1 Legacy Labs project

Project overview

What this project was built to do.

Action OS is a custom AI operating layer designed to sit alongside GoHighLevel. The documented build connects a client-facing interface with location-specific CRM data, Supabase configuration and business context, n8n workflows and specialist AI agents. A broader technical expansion scope defines additional governance, event-driven monitoring and agent orchestration requirements; those scope items are not presented as completed features here.

Client-facing operating interface
Account-scoped GHL data
Specialist agent roles and approvals
Supabase context and n8n orchestration

01 / Challenge

The challenge

A business can have customer activity, tasks, conversations and reporting spread across tools. An agent interface without live context, account boundaries, approval logic and action visibility can add complexity instead of operational control.

02 / Build

What A1 Legacy Labs built

The portfolio documentation describes dashboard and agent-interface logic, account-scoped GHL data, Supabase configuration and Business DNA, specialist agent responsibilities, prompts and activity, and connections among the frontend, Supabase, GHL and n8n. The architecture separates CRM system records from AI context and workflow execution. Further technical scope calls for explicit policies, auditability and progressive autonomy, which remain implementation requirements rather than public claims of completed certification or coverage.

03 / Outcome

Outcome

The work establishes a connected architecture and interface for business activity, AI agents and approved workflow actions. No client-wide adoption figure, financial return, uptime or measured operational improvement is asserted.

Capabilities

A1LegacyStudio GoHighLevel Supabase n8n AI agents Custom frontend

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