# AI Codex / Zastava Companion

## Status
NOT_FOUND

## Description
The advisory AI module exists with policy studio and LatticeRuleGenerator, but the specific "AI Codex" or "Zastava Companion" branding/feature set described in the advisory is not found.

## Why Not Implemented
- The specific "AI Codex" or "Zastava Companion" branding is not found, but substantial AI infrastructure exists:
  - `src/AdvisoryAI/` provides evidence-anchored explanation generation with `EvidenceAnchoredExplanationGenerator`, `ExplanationPromptTemplates`, replay golden tests, and a web service (`AdvisoryAI.WebService/Program.cs`)
  - `src/Zastava/StellaOps.Zastava.Observer/` exists as a runtime observer module
  - The Web UI has Ask Stella components under `src/Web/.../shared/components/ai/`
- The "AI Codex" concept (a comprehensive AI assistant branded as "Zastava Companion") appears to be a product vision not yet realized as a unified feature, though its constituent parts (AI explanations, policy studio, LatticeRuleGenerator) exist separately

## Source
- Feature matrix scan

## Notes
- Module: AdvisoryAI
- Modules referenced: `src/AdvisoryAI`, `src/Zastava/`
- Related: `src/AdvisoryAI/StellaOps.AdvisoryAI/Explanation/` (explanation generation), `src/Zastava/` (observer)