This consultation package is aimed at easing the reporting burden on insurance and reinsurance companies under the Solvency II framework. The proposed amendments seek to reduce reporting requirements by at least 26% for solo undertakings and 36% for small and non-complex undertakings. Key changes include reducing template frequency, deleting annual templates, and introducing technical simplifications. The EIOPA expects these changes to substantially reduce the burden on European insurers without compromising policyholder protection or financial stability. Stakeholders can provide feedback via the EU Survey until October 10, 2025.
This study develops a machine learning framework to identify high-risk enterprise financial reports, comparing Support Vector Machine, Random Forest, and K-Nearest Neighbors models. Using 2020–2025 audit data from the Big Four firms, Random Forest showed the highest performance (F1-score: 0.9012), excelling in detecting fraud and compliance issues. While KNN struggled with high-dimensional data, SVM performed well but was computationally intensive. The study highlights the potential of machine learning in auditing but notes limitations, including reliance on structured data and exclusion of external economic factors.
These proposed guidelines update the 2019 EBA Guidelines on Outsourcing to align with the Digital Operational Resilience Act (DORA). Key aspects include:
◾ 𝗥𝗶𝘀𝗸 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸: Financial entities must assess, monitor and mitigate risks throughout the third-party arrangement lifecycle, including due diligence, contractual phases and exit strategies.
◾ 𝗣𝗿𝗼𝗽𝗼𝗿𝘁𝗶𝗼𝗻𝗮𝗹𝗶𝘁𝘆 𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲: The guidelines provide specific criteria for applying proportionality, limiting documentation burdens on financial entities and authorities.
◾ 𝗖𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝗰𝘆 𝘄𝗶𝘁𝗵 𝗗𝗢𝗥𝗔: A single register can be used for both ICT and non-ICT services, streamlining information storage and reducing administrative burdens.
◾ 𝗧𝗿𝗮𝗻𝘀𝗶𝘁𝗶𝗼𝗻 𝗣𝗲𝗿𝗶𝗼𝗱: Financial entities have two years to review and amend existing arrangements and update their registers.
The consultation runs until October 8, 2025, allowing stakeholders to provide feedback on the draft guidelines.