AI Impact Reports

Evidence-based insights into where AI is delivering measurable value across UK sectors.

Every industry is seeing different high-impact use cases. These reports summarise current research and workforce data to reveal where time and cost savings are appearing today - and what they could mean for your organisation.

The PULSE Framework shows how to capture these gains through a structured path from assessment to implementation.

Impact by Industry

Choose your sector to view the evidence and run your own assessment

Business

£5k–£15k
annual saving per employee
40%
productivity
30%
admin cut
2-3×
faster
Weekly Admin Time
Without AI
10hrs
With AI
6hrs

SMEs unlock up to 40% productivity gains with the right AI implementation approach.

Take the Business Audit

Education

£6,000
annual saving per teacher
5.9hrs
saved/wk
42%
admin cut
60%
use AI
Weekly Admin Time
Without AI
14hrs
With AI
8hrs

Teachers recover nearly 6 hours per week for teaching and student support.

Take the Education Audit

Healthcare

£3,000
annual saving per carer
3hrs
saved/wk
52%
less hosp.
52%
support AI
Weekly Admin Time
Without AI
10hrs
With AI
7hrs

Care staff recover 3+ hours weekly for actual resident care and interaction.

Take the Healthcare Audit

Legal

£10,000
annual saving per fee earner
5hrs
saved/wk
96%
adoption
43%
improved
Weekly Admin Time
Without AI
12hrs
With AI
6hrs

Fee earners recover 5+ hours weekly for billable client work.

Take the Legal Audit

Accountancy

£8,000
annual saving per accountant
7wks
capacity
37%
fewer errors
91%
adopting
Weekly Admin Time
Without AI
12hrs
With AI
6hrs

Every team member gains 7 weeks annually for higher-value advisory work.

Take the Accountancy Audit

Recruitment

£5,000
annual saving per consultant
6hrs
saved/wk
67%
faster
72%
use AI
Weekly Sourcing Time
Without AI
10hrs
With AI
4hrs

Consultants recover 5+ hours weekly for relationship building and BD.

Take the Recruitment Audit

Property

£4,000
annual saving per agent
5hrs
saved/wk
+25%
instructions
240%
ROI
Weekly Admin Time
Without AI
10hrs
With AI
5hrs

Agents see 25% higher instruction success and 240% better marketing ROI.

Take the Property Audit

Trades

£8,400
annual saving per owner
5hrs
saved/wk
+40%
conversion
4%
adopt
Weekly Admin Time
Without AI
8hrs
With AI
3hrs

Business owners recover 5+ hours weekly with 40% better quote conversion.

Take the Trades Audit

Research Sources

Built from the Anthropic Economic Index, Office for National Statistics (ONS) workforce jobs datasets, and sector studies including Microsoft's AI in Education reports, Clio Legal Trends Report, Wolters Kluwer accounting research, and Carnegie Learning's State of AI in Education 2025.

View the Anthropic Economic Index

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