A practical guide for sustainability teams moving from spreadsheets and annual collection to structured, traceable data that supports reporting and action.
List every source behind your current figures: energy invoices, meter data, fuel cards, travel bookings, waste reports, purchase ledgers and supplier responses. Note the format, the owner and how often each one arrives.
Agree a consistent structure for activity data: site, period, quantity, unit and source. Every record should point back to the document or feed it came from, so it never has to be rebuilt.
Track which figures come from measured data, which come from estimates and where data is missing. This tells you where effort will improve accuracy the most.
Extraction, classification, validation and calculation follow the same rules every cycle. These are the steps to automate first, with people reviewing exceptions rather than every line.
Once the foundation is in place, the same data can support energy management, supplier engagement and product footprints. That is where the investment starts to pay back.
List every source behind your current figures: energy invoices, meter data, fuel cards, travel bookings, waste reports, purchase ledgers and supplier responses. Note the format, the owner and how often each one arrives.
Agree a consistent structure for activity data: site, period, quantity, unit and source. Every record should point back to the document or feed it came from, so it never has to be rebuilt.
Track which figures come from measured data, which come from estimates and where data is missing. This tells you where effort will improve accuracy the most.
Extraction, classification, validation and calculation follow the same rules every cycle. These are the steps to automate first, with people reviewing exceptions rather than every line.
Once the foundation is in place, the same data can support energy management, supplier engagement and product footprints. That is where the investment starts to pay back.