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a.s.r. real estate - Data science market forecasting framework  

Published on 01 Jul 2025

a.s.r. real estate developed a machine learning-based forecasting framework to support client-specific investment decisions in turbulent market conditions. By predicting yield gaps, rental value growth, and occupancy rates under various economic scenarios, the tool enables tailored asset allocation strategies. Integrated into the firm’s data infrastructure, the model enhances forecasting accuracy and supports smarter, faster decision-making across investment teams.

JLL - How AI can bridge the ESG data gap in valuations  

Published on 01 Jul 2025

Valuers face increasing pressure to incorporate ESG factors into valuations, yet gaps in data availability and quality remain a key obstacle. This case study explores how JLL tested Large Language Models (LLMs), including its proprietary JLLGPT, to enhance the extraction of ESG data from diverse sources. The findings reveal JLLGPT’s accuracy, particularly in processing multi-language documents, demonstrating the potential of AI to streamline ESG reporting and improve valuation robustness.

Tax and Regs monthly update June  

Published on 25 Jun 2025

  • INREV submits comments to several EU and UK consultations
  • Discussions of BEFIT, Unshelland Pillar II slowly progressing
  • Spain: Residential Property Measures in Catalonia

Tax and Regs monthly update May  

Published on 25 Jun 2025

  • ESMA assesses the risks posed by the use of leverage in the fund sector
  • EU Commission Call of Evidence -Revision of EU rules on sustainable finance disclosure
  • Luxembourg: CSSF simplifies fund document approval process

Tax and Regs monthly update Apr  

Published on 25 Jun 2025

  • European Parliament State Aid Rules for affordable housing
  • Omnibus I: the European Parliament and Council agree on the ‘Stop-the-clock’ mechanism
  • United Kingdom: FCA and HMT Consultations on reviewing UK AIFMD rules

Tax and Regs monthly update Mar  

Published on 25 Jun 2025

  • Calculation of leverage for loan originating funds (LOFs)
  • Omnibus I (Taxonomy, CSRD and CSDDD)
  • The UK Unauthorised Co-ownership Alternative Investment Funds Regulations laid in Parliament