The Data Illusion

Most sustainability data today is not measured — it is modeled.

Organizations often depend on:

• Industry averages

• Secondary datasets

• Manual supplier reporting

While these approaches are useful for getting started, they introduce a critical limitation:
they do not reflect what is actually happening on the ground.


The Ground Truth Gap

There is a growing gap between:

• Reported sustainability performance

• Actual on-farm practices and impact

This gap leads to:

• Misguided reduction strategies

• Limited ability to compare suppliers

• Reduced confidence in reported outcomes

As sustainability becomes more regulated and scrutinized, this gap becomes increasingly difficult to justify.


Quick Self-Assessment: Where Do You Stand?

📊 Data Reality

[ ] We rely heavily on industry averages or secondary datasets
[ ] Supplier data is collected manually (spreadsheets, emails)
[ ] We cannot verify how supplier data is generated
[ ] Data is inconsistent across suppliers or regions
[ ] We struggle to compare suppliers reliably

🤝 Supplier Engagement

[ ] Suppliers find reporting time-consuming
[ ] Participation rates are low or inconsistent
[ ] Farmers are not directly involved in data collection
[ ] Data collection creates friction in supplier relationships

📈 Decision Confidence

[ ] We are unsure where emissions actually occur
[ ] Reduction initiatives are based on assumptions
[ ] Reports are difficult to defend in audits
[ ] Data is not updated frequently enough