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 […]
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.
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 […]
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.
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.
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.
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.
The Bank for International Settlements Innovation Hub has recently reported on Phase 1 of its Project Ellipse. This is a proof of concept intended to examine the potential for insights-based and data-driven supervision using an integrated regulatory data and analytics platform.
A recent European Banking Authority (EBA) report outlines key challenges relating to the increased adoption of big data and advanced analytics. Big data and advanced analytics – including machine learning – are increasingly prevalent in the banking industry, with their use only set to expand in future. Two-thirds of credit institutions surveyed by the EBA […]
The folk at Google have added the SEC XBRL financial statement filings to their BigQuery database, a massively scaled data warehouse that allows data to be queried using a variety of analytic techniques.
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XBRL International is a global not for profit operating in the public interest. Our purpose is to improve the accountability and transparency of business performance globally, by providing the open data exchange standard for business reporting.
