Compliance Analysis - Transparency Materials

Compliance Analysis: Working Materials

This directory contains the working materials created during the December 2025 compliance analysis of the Syncopate Transparency Hub against the NZ Public Service Generative AI Guidance.

Purpose

The analysis evaluated how the AI-assisted work documented across this Hub aligns with the five OECD-aligned principles in the government's AI guidance.

Materials

Document Description
Original Prompt The user prompt that initiated this compliance analysis
Implementation Plan The plan developed and refined during the analysis

Analysis Outputs

The analysis outputs are located in the parent directory:

Process

The analysis was conducted by:

  1. Querying the generative-ai-guidance-gcdo MCP server (1,393 nodes across 23 guidance documents)
  2. Reviewing all transparency materials in the Hub
  3. Mapping Hub practices against specific guidance requirements with DocRef citations
  4. Incorporating additional governance context from the accountable official

Tools Used

  • AI System: Claude Opus 4.5 via Claude Code CLI
  • MCP Server: generative-ai-guidance-gcdo
  • Date: 15 December 2025