Layer 1: Human interface
Voice, chat, browser UI, WhatsApp, email, forms and dashboards are entry points, not the whole system.
System Architecture
This page explains how a request becomes governed work: people interact with RalphiIA; RalphiIA reads memory and state; InnerOS routes tasks to agents, models, tools and servers; InnerOps turns the result into business workflows; evidence and approvals close the loop.

Architecture Diagram
Operators ask, approve and supervise.
Persistent operational intelligence.
Memory, agents, models, tools, tasks, guards and devices.
Local-first when control matters; cloud when capability matters.
Quotes, workforce, field service, security, documents and evidence.
Voice, chat, browser UI, WhatsApp, email, forms and dashboards are entry points, not the whole system.
RalphiIA interprets intent, retrieves context, selects workflows, asks for missing information and keeps humans in the loop.
InnerOS coordinates memory, task state, agent registry, MCP tools, model routing, file/document context, devices and server execution.
Local AMD/Intel nodes handle private and repeatable work; cloud providers handle public endpoints, burst capability and advanced model needs.
Workforce, security, field service, quote delivery, documents, client context and investor/build evidence become usable products.
Every serious action should move through intent, context retrieval, plan, execution, evidence, approval where needed, delivery and memory update.
Architecture diagrams can explain how the system works without publishing private endpoints, IPs, credentials or customer data.