Analytics

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AI and XBRL: New Horizons in Regulatory Data Analysis

This guest opinion piece is the first 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 […]

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A Getting Started Guide: Experimenting with LLMs for XBRL Analysis

By Revathy Ramanan

The exciting potential of using Large Language Models (LLMs) to analyse financial data, especially structured data like XBRL reports, is becoming increasingly apparent. Imagine asking an LLM to summarise key financial insights directly from an XBRL document – this is the kind of experiment many are eager to begin. However, those embarking on this venture […]

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Why structured data leaves PDFs far behind in AI analysis – and the power of XBRL taxonomies

By Editor

Large language models (LLMs) like ChatGPT are transforming the way people work across the globe – and we’re all keen to know what they can do with XBRL reports.

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Narrative disclosure analysis with GPT-4

By Revathy Ramanan

New technologies such as machine learning and generative AI are creating exciting new opportunities for understanding business performance. In particular, they can crack open relatively intractable data that is difficult to analyse conventionally, making it easier to access new insights without deep technical knowledge. In my last blog post I began to explore how GPT-4 […]

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Bank of England’s data and analytics strategy: a path to modernisation

By Editor

James Benford, Executive Director for Data and Analytics Transformation and Chief Data Officer at the Bank of England, recently outlined the Bank’s ongoing journey to refresh its data and analytics strategy.

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Deeper insights and easier analysis with XBRL data

By Revathy Ramanan

Last week’s news story about FFIEC data got a lot of attention. That data – and an almost unlimited amount more, is also available to you! In this blog, our Guidance Manager, Revathy Ramanan, gives you some insights. A wealth of public data is available in machine-readable XBRL format. Just a few examples include EU […]

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Extracting the latest governance and risk management trends from Japan

By Editor

PwC Japan has recently published an analysis of this year’s trends in corporate governance, risk management and other hot topics, based on text mining of XBRL-based annual reports by Japanese public companies listed on the Tokyo Stock Exchange.

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XBRL in financial analytics: use cases for CFOs

By Editor

Machine-readable XBRL data enables a wide range of insights and improved decision-making by many stakeholders – perhaps most obviously regulators and investors, but also companies themselves.

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Turkey provides XBRL-driven data analytics

By Editor

We take a look at the Central Securities Depository of Turkey’s value-added data platform. This provides relevant metrics directly to investors and other stakeholders, based on an analysis of XBRL data.

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Project Ellipse completes prototype supervisory analytics platform

By Editor

The Bank for International Settlements (BIS) Innovation Hub Singapore Centre and the Monetary Authority of Singapore (MAS) have completed the development of their ambitious prototype platform integrating regulatory data and analytics.

Items tagged with "Analytics"

AI and XBRL: New Horizons in Regulatory Data Analysis

A Getting Started Guide: Experimenting with LLMs for XBRL Analysis

Why structured data leaves PDFs far behind in AI analysis – and the power of XBRL taxonomies

Narrative disclosure analysis with GPT-4

Bank of England’s data and analytics strategy: a path to modernisation

Deeper insights and easier analysis with XBRL data

Extracting the latest governance and risk management trends from Japan

XBRL in financial analytics: use cases for CFOs

Turkey provides XBRL-driven data analytics

Project Ellipse completes prototype supervisory analytics platform

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