Conversational operations
RalphiIA can take a natural-language request and connect it to the right workflow: quote, document, client lookup, reminder, agent task, technical note or operational handoff.
Ecosystem Brain
RalphiIA is the operational brain of the ecosystem.
RalphiIA interacts with people, agents, documents, clients, quotes, WhatsApp, email, memory, MCP tools, local servers and cloud models. It is the living interface between human intent and governed action.
QuoteOps and WhatsApp
It supports client lookup, quote draft creation, generated introductions, rendered documents, PDF output, WhatsApp/email delivery, ticket tracking and inbound customer responses.
Agent coordination
It keeps live coordination state, open messages, task status, evidence requirements and runbooks so different AI workers do not drift apart.
Memory and documents
RalphiIA uses operational memory to remember clients, service history, documents, decisions, tasks and the current state of the ecosystem.
Human-in-the-loop
Customer-facing, financial, security-sensitive and production actions can require approval instead of silent automation.
Server bridge
Through MCP, RalphiIA links ChatGPT, Codex, Cursor, Open WebUI, local services, MongoDB and the two local compute nodes.
Architecture Diagram
From conversation to governed action.
01Human / Voice / UI
Operators ask, approve and supervise.
02RalphiIA
Persistent operational intelligence.
03InnerOS
Memory, agents, models, tools, tasks, guards and devices.
04Local + Cloud Compute
Local-first when control matters; cloud when capability matters.
05Business Systems
Quotes, workforce, field service, security, documents and evidence.