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Notes on getting the number right.

  1. 01
    Automating Utility Data Collection Across Portfolios

    Automating Utility Data Collection Across Portfolios

    Mian Khubaib Jim7 min read
  2. 02
    Data quality grades quietly decide how much of your GRESB score is trusted. Here is how estimated versus measured data actually affects the final outcome.

    Estimated vs Measured Data: How Data Quality Grades Affect ESG Scores

    Mian Khubaib Jim7 min read
  3. 03
    A plain language summary is only useful if it is accurate. Here is how AI carbon data summaries should work for non technical property stakeholders too.

    How AI Summarises Portfolio Carbon Data for Non Technical Stakeholders

    Mian Khubaib Jim3 Sept 2026 · 7 min read
  4. 04
    Most ESG dashboards are full of numbers nobody actually acts on. Here are the dashboard metrics that genuinely matter for a real estate board report today.

    ESG Dashboard Metrics That Matter for Real Estate Board Reports

    Mian Khubaib Jim2 Sept 2026 · 7 min read
  5. 05
    How to Present ESG Performance to Investors A Guide

    How to Present ESG Performance to Investors A Guide for Property Teams

    Mian Khubaib Jim1 Sept 2026 · 7 min read
  6. 06
    Three frameworks three sets of rules one property company caught reporting all of them. Here is how TCFD CSRD and SECR actually differ and overlap.

    TCFD vs CSRD vs SECR A Comparison Guide for UK Property Companies

    Mian Khubaib Jim31 Aug 2026 · 8 min read
  7. 07
    SFDR Reporting for Real Estate Funds: A Full Guide

    SFDR Reporting for Real Estate Funds: What ESG Data You Need

    Mian Khubaib Jim28 Aug 2026 · 8 min read
  8. 08
    ISSB Standards for UK Real Estate: What to Prepare

    ISSB Standards for UK Real Estate: What Property Teams Should Prepare For

    Mian Khubaib Jim27 Aug 2026 · 8 min read
  9. 09
    DESNZ cut the UK electricity factor by 26 percent in June 2026. Here is what actually changed in the GHG conversion factors 2026 and what it means for you.

    UK GHG Conversion Factors 2026: What Changed and How It Affects Your Reports

    Mian Khubaib Jim26 Aug 2026 · 8 min read
  10. 10
    BMS Data Integration for Carbon Reporting: A Guide

    BMS Data Integration for Carbon Reporting: What Property Teams Need to Know

    Mian Khubaib Jim21 Aug 2026 · 7 min read
  11. 11
    Why EPC ratings and measured carbon intensity often diverge, and how a data led approach helps real estate portfolios reconcile both metrics properly.

    Linking EPC Ratings to Carbon Intensity: A Data Led Approach for Portfolios

    Mian Khubaib Jim19 Aug 2026 · 7 min read
  12. 12
    How Carbon Data Supports MEES Compliance Planning Now

    How Carbon Accounting Data Supports MEES Compliance Planning

    Mian Khubaib Jim18 Aug 2026 · 7 min read

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