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How our categorisation engine works

The transactions in your purchase ledger are matched to our transaction categories to estimate your business's carbon footprint.

Updated this week

Introduction

By categorising your financial transactions, we can better identify the activities which may cause greenhouse gas emissions. This enables Sage Earth Carbon Accounting to estimate the emissions that are likely to have been caused by a business activity based on the amount spent.

We’ve developed a large set of ‘business activity’ categories to apply to your transactions which will help to determine your carbon footprint. The category shows the type of emissions generated and allows us to estimate a transaction’s impact based on the amount spent.

Reviewing and Confirming Categories

When your accounting platform syncs with our system, AI scans and categorises your transactions, helping Sage Earth Carbon Accounting to estimate your footprint and provide GHG emissions-relatedl insights.

While AI does most of the work, your confirmation of matched categories ensures maximum accuracy. Every time you confirm a category or re-categorise a transaction, you help the system improve, making the process more efficient over time. Sage Earth Carbon Accounting also checks and syncs new transactions daily.

If the AI is unable to fully categorise a transaction, it will leave it partially categorised or uncategorised. When this happens, there will be a ‘Categorisation required’ label. Edit and confirm categories to complete this module.

Your transactions are sorted into three sections:

To Categorise

The 'To Categorise' tab contains new transactions that are either uncategorised or partially categorised by AI. You can edit these transactions and add the required categories. Depending on the transaction, there may be one, two, or three levels of categorisation.

Find out more: Categorisation in the Sage Earth Carbon Accounting taxonomy

A screenshot of the Categorise your transactions screen, showing a list of the transactions in the To Categorise section.

Where a transaction has been categorised by AI, you’ll see ‘Categorised by AI’ in the right-hand column.

Clicking on a transaction will bring up a ‘Transaction details’ side panel, which includes the supplier, spend amount (where user permissions permit), and spend description. You’ll also be able to see any categories that have been applied, and whether any additional levels of category are available.

To Review

The 'To Review' tab contains transactions that have been preliminarily categorised by AI. You can confirm the categorisation or edit it. Where additional category levels are available, you’ll see 'Categorisation Available,' in the Category column, and can refine the categorisation manually.

A screenshot of the To Review screen, with one transaction highlighted and the Transaction details pane visible to the right.

Confirmed

The 'Confirmed' tab displays all transactions where categorisation has been confirmed and transactions that have been categorised. Once a categorised transaction is confirmed, it appears in this view.

Bulk Categorisation

To bulk apply or confirm categories, go to ‘Select items,’ select the required checkboxes, and click 'Edit Categories' or 'Confirm Categories.’ This will allow you to categorise multiple similar items.

A screenshot of the To Categorise screen, with multiple transactions selected to illustrate the functionality of bulk applying categories.

Conclusion

Your active participation in categorisation ensures precise carbon footprint calculations and drives continuous improvement of our AI engine.

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