When "the carbon data was wrong" becomes an excuse not to pay

Every vertical has its signature dispute. In SaaS it's "we never agreed to renew." In construction it's "the change order wasn't approved." In climate and ESG software, it's "the carbon data was wrong."

Sometimes it's true. Sometimes it's a debtor who found the one disputed dashboard and is using it as cover for an otherwise valid contract. The collector's job is to tell the difference—and the documents decide it.

The anatomy of the dispute

Here's the pattern: the customer uses the platform for a reporting cycle, produces their compliance filing, and then—when the invoice lands—discovers that an emissions factor was off, or a data source was stale, or a methodology question surfaced in the report. The dispute arrives with just enough specificity to sound serious.

The tell is timing. A genuine data-quality problem surfaces during the engagement, in the steering committee, with the vendor's support ticket history as a trail. The excuse version surfaces after the invoice, with no ticket history, no email trail, no minutes—just a fresh memory of dissatisfaction that happens to coincide with accounts payable.

The documents that decide it

• The data onboarding log. What data sources were loaded, when, and who approved them. If the customer supplied the emissions factors, "your data was wrong" has a different owner.
• The methodology sign-off. The framework alignment—GHG Protocol, SECR, CSRD—that the customer's sustainability team accepted before reporting began.
• The ticket history. Real problems get tickets. The support queue is the truth serum: zero tickets, then a sudden dispute = excuse.
• The report delivery confirmation. They received the report. They filed it. The filing is the acknowledgment.
• The usage record. Just like a SaaS login trail: a customer who ran the platform through a full reporting cycle used the product.

How we handle it

We don't argue about emissions factors. We assemble the engagement record—onboarding, sign-offs, tickets, delivery—and put the burden back where it belongs: show us the data error, in writing, that existed before the invoice.

In our experience, a genuine dispute comes with evidence attached. The excuse comes with adjectives. When the debtor's "wrong data" turns out to be a 0.4% variance in a factor they supplied and approved, the conversation pivots from the report to the check—and the collection closes at the same contingency rate as a clean account.

The short version

Climate-tech debtors will claim the data was wrong. Sometimes they're right, and sometimes they're looking for a reason. Keep the engagement record, file every sign-off, and place the account while the documents are still warm—because the excuse has a long shelf life.