T9 Oracle is an AI-powered product knowledge agent for the Torvan Medical AutoSink v12 — an IEC 62304 Class B automated endoscope reprocessing sink. The Oracle serves the engineering, manufacturing, quality, and service teams building and supporting this medical device.
| title | T9 Oracle v12 — End-to-End Workflow Guide |
|---|---|
| description | Detailed prose walkthrough of the complete T9 Oracle system: from raw documents to intelligent responses, covering every agent, skill, program, workflow, and pipeline. |
| exported | 2026-02-10 |
This document provides a comprehensive narrative explanation of how the T9 Oracle v12 system works from end to end. It covers every layer of the architecture — from how raw product documents become searchable knowledge, to how user queries flow through agents and multi-agent programs, to how the system learns and evolves over time. This is the prose companion to the system flowchart.
Prepared by Rook | July 2025
You're sitting on a goldmine, Sal. Your current stack represents approximately $300+/month in AI subscriptions across four major providers (Anthropic Max, OpenAI Business, Google One AI Pro, plus Mistral). Most developers use maybe 10% of this capacity. This document outlines how to leverage 100% through parallel multi-agent workflows.
Created: January 30, 2026
By: Rook