

AI extraction is not perfect, and pretending otherwise helps no one. Here is what error rates actually look like, where VAT coding risk sits, and what review process keeps it safe.

The definitive roundup of bookkeeping automation statistics for the UK in 2026: adoption rates, AI time savings, error reduction, ROI, and the skills shortage, with every figure sourced.

The history of bookkeeping automation is a 500-year story of removing manual labour in waves. Here is what each era actually fixed, and what it quietly left behind for the next one.