Insights PA AI Policy

I am committed to transparency and the highest standards of professional integrity when it comes to AI usage. Hence, this AI Policy outlines how I may utilise artificial intelligence tools across this websites and my public affairs advisory services.

Last updated: August 2026

1) Human Oversight & Responsibility

I maintain complete, un-delegated personal oversight over every piece of work produced by Insights PA. While artificial intelligence technologies may assist in underlying workflows, nothing is ever published or delivered without my direct review.

  • I never publish any content on this website or any weekly digest, legislative breakdown or policy briefing within my digital hubs that has not been independently verified, edited and approved by me.

  • AI is a supporting utility, not a substitute for professional judgment. Every strategic insight, political commentary and policy analysis reflects my personal expertise and evaluation of regulatory landscapes.

  • I hold sole personal accountability for the accuracy, quality and integrity of all resources provided across my digital hubs and bespoke client services.

2) How I Use Artificial Intelligence

I may leverage AI tools exclusively for efficiency purposes during early-stage workflows. This allows me to process vast amounts of regulatory data rapidly while maintaining precision in my final deliverables, such as:

  • Initial Research & Data Processing: Assisting in the initial scanning, sorting and synthesis of lengthy statutory texts, public consultation transcripts and parliamentary records.

  • Preliminary Drafting & Structuring: Helping to outline initial document frameworks or format data tables.

  • Operational Optimisation: Supporting internal administrative tasks and code formatting.

3) Client Data Privacy & Confidentiality

Given the sensitive nature of public affairs work, protecting your data privacy and proprietary information is my highest priority. My use of AI tools strictly adheres to the following confidentiality standards:

  • I never input confidential client information, proprietary strategy briefs or non-public stakeholder data into public or un-vetted AI models.

  • Any data processing tools used in my workflows are evaluated to ensure they comply with EU data protection standards and GDPR requirements.

  • Any use of AI within Insights PA strictly respects your data rights as outlined in my Privacy Policy.

4) Accuracy & Source Verification

AI models are known to occasionally generate inaccuracies or outdated information. Therefore, to guarantee the reliability of my services:

  • All legal citations, bill references, committee dates and statutory quotes generated during initial research phases are manually cross-checked against official government databases (e.g. EUR-Lex and oireachtas.ie).

  • No automated text is ever accepted at face value. Every fact, timeline and policy assertion undergoes rigorous manual fact-checking prior to publication.

5) Contact Information

If you have any questions regarding this AI Policy or wish to inquire further about how AI is integrated into my research workflows, please contact me directly at: info@insights-pa.com