Webclass 105: ESG - How can we use data analytics to audit it?

Q1. What did investors notice?

Some of the investors have noticed that some of the CSR metrics are good aspects of investment risk reduction

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Some metrics are helping to see where the company is not performing

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Q2. Does it normally take a long time to get data together and get certifications?

Yes because it is quite manual and involves a lot of different individuals and systems

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No, data gathering tends to be the least time consuming part of the process

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Q3. Which continent does Mark think is the most stringent?

Europe

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US

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Q4. Is the US moving away from rebates and incentives to more reglementation?

Yes

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No

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Q5. Which state is LL97 for?

New York State

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Washington State

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Q6. What does Mark think is the core aspect of “E” in “ESG”?

Carbon emissions

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The use of energy

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Q7. Why do we want to reduce the amount of human touch points?

Because it is more transparent, accurate and efficient

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Because it helps to train more people on ESG

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Q8. What data types does Mark mention?

Electricity, water, gas, waste, .. All of the data from the different sensors in the building

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Petrol, air miles

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Q9. How is the data collected?

From sensors and using iOT devices, or if the building already has: from Building Management Systems, or Energy Management Systems

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From manual reports filled in by maintenance, typically in Excel

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Q10. How does 3D analysis help?

Helps to see how the building will work in different conditions throughout the year/ day/ with climate changes/ depending on site location

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The type of building materials

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Q11. Which part of ESG are the standards and requirements are mostly focused on?

E – for environmental

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S – for social

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Q12. What is a digital twin?

3D map of the building – typically for construction projects, in order to save costs and ensure that the building is carbon-neutral from day-1

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Full copy of the data set

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Q13. What is the estimated % of waste in the world that relates to construction according to Mark?

30%

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5%

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Webclass 105: ESG – How can we use data analytics to audit it?

Webclass 105: ESG – How can we use data analytics to audit it?

admin June 9, 2026

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