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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 […]

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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.

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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 […]

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