Login

Latest Posts

Sentiment Analysis | Using LLMs to Analyse Narrative Disclosures

February 5, 2026

This is the third entry in the blog series “Using LLMs to Analyse Narrative Disclosures.”  In the previous analysis, we explored how liquidity risk disclosures revealed clear patterns and outliers, offering valuable signals through structured XBRL tagging and LLM-powered summarisation. In this part, we shift focus to sentiment analysis — examining how management frames its […]

Read more


Post

Guaranteeing trust with XBRL digital signatures

February 5, 2026

This guest blog is by Tom Wacha, Director of XBRL Product Management at Workiva and a volunteer on the Arelle open source XBRL platform. He is also a member of XBRL International’s Best Practices Board. Today, business reporting has transitioned from paper documents to digital data. While this shift has increased transparency and efficiency, it […]

Read more


Topic Analysis and Anomaly Detection | Using LLMs to Analyse Narrative Disclosures

January 29, 2026

This is the second entry in the series “Using LLMs to Analyse Narrative Disclosures.” In the previous piece, we saw how a simple prompt was sufficient to uncover the pattern of audit firms across 900 reports. Because the exact fact — the audit firm code (EDRPOU) — was explicitly tagged, it became easy and reliable to […]

Read more


What is XBRL?

January 16, 2026

XBRL elevates business reporting from chore to value-add. It’s the vital digital infrastructure that unlocks investor-grade insight, boosts AI performance and enables increasingly interconnected global business. Find out what it’s all about in our new video.

Read more


Using LLMs to Analyse Narrative Disclosures | Overview of disclosure

January 15, 2026

Narratives in disclosures are just as important as numbers—but much harder to analyze. Numbers can be easily fed into a model for comparison or trend analysis. Text, however, is less straightforward. Regulatory disclosures, especially sustainability reports, often contain large volumes of narrative information: policies, strategies, risk explanations, and qualitative context. Traditionally, text analytics has been […]

Read more


Post
Test environments for XBRL reporting success. 

Test environments: The key to successful business reporting programmes

December 18, 2025

This guest blog, by Tom Wacha, covers guidance on test environments as part of the broader XBRL International guidance on the features of an XBRL data collection and processing platform. Tom Wacha works as the Director of XBRL Product Management at Workiva and as a volunteer on the Arelle open source XBRL platform. He is […]

Read more


Digital reporting is vital infrastructure for CSRD

October 16, 2025

This article was originally published on LinkedIn here. AI is an extraordinarily important new technology, but it is not a magic wand. As the CSRD negotiations enter their last stages, some MEPs are wondering whether AI can replace digital reporting. The answer is ‘no’, but it is its natural complement. As the EU seeks to encourage […]

Read more


Hey Europe, don’t fall behind! Digital myths could hold the EU back

Busted: Six Digital Reporting Myths

September 18, 2025

Europe risks losing ground. Digital reporting isn’t “extra paperwork” — it’s the digital key to corporate transparency, enabling information to be discovered, compared, and trusted at scale. Inline XBRL (iXBRL) can be read directly by people, yet also reliably processed by machines. It’s the modern starting point for trusted corporate data. Many jurisdictions have already […]

Read more


Stop Feeding AI Junk – How XBRL-MCP Can Deliver Clean Business Data

July 17, 2025

This guest opinion piece is from Janis Steinman. Janis is the Head of XBRL at Lucanet, a leading software house that provides CFO Solution Platforms to enterprises across the world. He is also the Chair of  XBRL International’s Best Practices Board. Janis has collaborated in developing this article with José Antonio Huizar Moreno, the CEO […]

Read more


Steps to a New Reality: Navigating Challenges in AI-Enhanced XBRL Analysis

July 8, 2025

This guest opinion piece is the third in a series from Björn Fastabend, bringing us a regulator’s perspective alongside a wealth of experience in digital reporting. Björn is head of the XBRL collection and processing unit at BaFin, Germany’s Federal Financial Supervisory Authority, where he supervises all related activities and leads the implementation of strategic […]

Read more



Newsletter
Newsletter

Would you like
to learn more?

Join our Newsletter mailing list to
stay plugged in to the latest
information about XBRL around the world.

  • This field is for validation purposes and should be left unchanged.

By clicking submit you agree to the XBRL International privacy policy which can be found at xbrl.org/privacy