B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
46%
46% -- share reporting measurable productivity improvements for UK accounting firms implementing AI (2025)
46% of UK accounting firms implementing AI report measurable productivity improvements.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
46%
Unit
Percentage
Data Vintage
2025
Entity
Geography
UK
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Xero and Centre for Economics & Business Research
Primary
Tier B
https://staxxsolutions.co.uk/why-uk-accounting-practices-are-losing-clients-before-mtd-even-starts/ ↗
Source Article
Why UK Accounting Practices Are Losing Clients Before MTD Even Starts - Staxx Solutions
The MTD for Income Tax deadline is less than two months away. If you run an accounting practice with 2 to 20 staff, you already know this. You’ve probably been preparing clients, researching software, and trying to work out how quarterly submissions will affect your workflow.
But here’s the part mos…
Original Research
Xero and Centre for Economics & Business Research
· Original study ↗
Methodology
Xero/CEBR research
Methodology documented
Segmentation
IndustryAccounting
RegionUK
Cite this stat
Plain Text
UK accounting firms implementing AI: 46% share reporting measurable productivity improvements. Source: Xero and Centre for Economics & Business Research (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-accounting-firms-productivity-improvements
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<blockquote cite="https://lighthousedata.io/data/ai-accounting-firms-productivity-improvements" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46%</strong> -- share reporting measurable productivity improvements for UK accounting firms implementing AI<br><small>Source: Xero and Centre for Economics & Business Research (2025) · <a href="https://lighthousedata.io/data/ai-accounting-firms-productivity-improvements" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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