IR Insights

PROJECT OVERVIEW

IR Insights is a free, open-access platform that brings together enterprise agreements, legislation, union claims and Fair Work Commission guidance for the higher education sector, making the full body of material searchable and using Google's NotebookLM and other AI tools.

Developed by a senior workplace relations practitioner, it addresses a core challenge in enterprise bargaining: practitioners must navigate dozens of agreements and instruments simultaneously, yet traditional tools search only one document at a time. IR Insights curated tools enable natural language queries across the entire document set simultaneously, surfacing conceptual similarities and patterns that keyword search cannot detect.

IR Insights is designed as a research and exploration aid for employer-representatives and practitioners in the higher education sector. Its tools are intended to:

• support understanding and comparison of complex material

• assist with orientation to unfamiliar topics or processes

• help identify patterns, themes, and points of difference across documents

USE CASES

Since its development in late 2025, IR Insights has been used by a university workplace relations team to support preparation for the current round of enterprise bargaining, including:

• benchmarking existing enterprise agreement provisions against sector comparators

• analysing the union's Logs of Claims publicly available across the sector

• generating comparative briefings for the University's bargaining team on complex industrial topics

• real-time clause comparison

• re-drafting clauses into plain-language, applying FWC guidance

It is not intended to provide legal, industrial, or professional advice; replace primary source analysis; or determine bargaining positions or outcomes. 

The platform's open-access design means these same tools are freely available to every university workplace relations team in Australia. The Build Your Own page shares the complete methodology so other practitioners can create their own purpose-built research notebooks for any topic area.

DESIGN PRINCIPLES AND CONSTRAINTS

A core design principle of IR Insights is accessibility: the entire platform was built using free, publicly available tools with no bespoke development, licensing costs or technical expertise required. This means the approach is replicable by any practitioner in the sector. As an openly maintained platform, all source material is manually curated. Outputs reflect the documents as they stood at the time of upload and should be read accordingly.

Retrieval-Augmented AI and NotebookLM

Enterprise bargaining and workplace relations research is challenging by nature: practitioners must work across dozens of agreements, awards and legislative instruments that collectively run to thousands of pages, far exceeding what traditional search tools or general-purpose AI can handle in a single query. Unlike general-purpose AI tools (ChatGPT, Gemini, Copilot), retrieval-augmented AI solves this problem because it operates over a closed, curated document set. This means:

• responses are anchored to specific source documents, with traceable references

• the system reasons across the entire document set simultaneously, not one file at a time

• it identifies conceptual similarity across documents, not just matching keywords

Beyond conversational queries, NotebookLM also produces structured outputs including comparative clause tables, thematic summaries, briefing slides, and audio overviews. These are intended for briefing, education and exploration, not to replace primary source analysis or professional judgment.

Source Materials

Sources included for each research notebook are drawn from only publicly available and authoritative material, including:

• enterprise agreements and awards

• publicly available union logs of claims

• legislation and regulations

• Fair Work Commission publications and bench books

• selected explanatory and guidance materials

The inclusion of a document reflects its relevance to the topic area, not an endorsement of any position contained within it.