# Improved AI extraction pipeline

> Canonical page: https://briefcase.so/changelog/2025-03-24
> Briefcase content index: https://briefcase.so/llms.txt

Faster processing times, smarter VAT-based line splitting, and improved transaction detection in emails.

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Update

Faster processing times, smarter VAT-based line splitting, and improved transaction detection in emails.

24 March 2025

## Faster, more accurate transaction processing

-   Speed boost — Transactions processing now on average takes 60–70 seconds
-   Smarter splitting — Automated line-item splitting by VAT rate is now more consistent and reduces manual corrections
-   Improved transaction detection — The AI better identifies transactions within email bodies and automatically archives emails lacking transaction data, including edge cases with incomplete invoices

## Other shipped features

-   Private notes in QuickBooks — When publishing to connected QuickBooks accounts, the private note field now includes description data for improved record-keeping
-   Bugfix — Fixed tax amount assignment for transactions with complex reverse charge rates in QuickBooks (such as 20.0% RC SG)

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