These case studies show AI consulting results for UK SMEs across logistics, accounting, ecommerce, legal, and manufacturing. Clients achieved 30 percent faster processing, 25 percent higher conversion rates, 40 percent faster document review, and 60 percent reduced defect detection time through fixed-price AI implementations.

Penrose & Rowley Accountants: An AI Team for a Leeds Accountancy Firm

AI Team UK retainer delivering a 24/7 AI receptionist and AI admin assistant, returning 22 hours a week and paying for itself in under 4 months.

22 hrs
Admin time returned per week
£31k
Payroll-equivalent saving per year
Penrose & Rowley Accountants Ltd · Leeds · 4 weeks to live
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Cavendish Dental Care: Conversational AI for Appointment Bookings

Conversational AI booking assistant letting 58% of patients book out of hours and recovering £3,400 a month in missed-call revenue.

58%
Of bookings self-served out of hours
£3.4k
Missed-call revenue recovered per month
Cavendish Dental Care Ltd · Birmingham · 9 weeks
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Ashbourne & Grey: AI Readiness Audit and Team Training for Retail

AI readiness audit (£750) and team training reaching 85% staff adoption, with one stock reordering automation saving £19,000 a year.

85%
Staff using AI weekly
£19k
Saved per year from one automation
Ashbourne & Grey Ltd · Bristol · 2 weeks audit + training
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Meridian Logistics: AI-Powered Route Optimisation

AI route optimisation system saving £180,000 per year in fuel costs and reducing manual processing time by 30%.

£180k
Annual fuel savings
30%
Reduction in manual processing
Meridian Logistics Ltd · Birmingham · 10 weeks
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Calder & Smith Accountants: Automated Client Onboarding

Automated client onboarding system saving 12 hours per week and improving data accuracy by 95%.

12 hrs
Saved per week
95%
Accuracy improvement
Calder & Smith Accountants · Leeds · 8 weeks
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Greenfield Manufacturing: AI Quality Control System

AI quality control system reducing defect detection time by 60% and saving £240,000 per year.

60%
Faster defect detection
£240k
Annual savings
Greenfield Manufacturing Co · Sheffield · 12 weeks
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Bloomfield Commerce: AI E-commerce Implementation

AI strategy and implementation for an online retailer, increasing conversion rates by 25% through intelligent search and personalised recommendations.

25%
Increase in conversion rate
3x
Better search relevance
Bloomfield Commerce · Manchester · 8 weeks
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Hartley Legal Group: AI Governance for Legal Document Review

Fractional CAIO engagement and AI governance framework for a law firm, reducing document review time by 40% while maintaining SRA compliance.

40%
Faster document review
15 hrs
Saved per week per lawyer
Hartley Legal Group · Newcastle · 8 weeks
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