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Case Studies

AI Delivery ResultsWith Clear Business Impact

Explore real implementation programmes across UK sectors, including context, delivery approach, and outcomes measured in revenue, cost, speed, and quality.

Local ServicesRetailFinancial ServicesHealthcareManufacturingLogistics

Portfolio Snapshot

9+

Programmes Published

9

Industries Covered

90 Days

Typical KPI Window

How to Read These Case Studies

1

Business context and delivery constraints

2

Implementation model and integration path

3

Measured outcomes and adoption signals

4

Lessons learned and next-phase roadmap

Delivery Outcomes

Detailed Case Studies Across UK Operations

Each case study includes challenge context, implementation detail, and quantified impact.

Local Services

03 Dec 2025

Dispatch and Quoting Automation for a UK Trade Services Network

Implemented AI-driven enquiry triage, quote drafting, and booking workflows to improve conversion and reduce admin overhead.

+26%

Lead-to-booking conversion

-44%

Admin workload

HomeServe · 9 weeks to full rollout

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Retail

18 Nov 2025

Omnichannel Support Automation for a UK Retail Group

Redesigned customer-service operations with AI triage, chatbot resolution, and agent-assist workflows across web and WhatsApp channels.

62%

Automated query resolution

-39%

Average handling time

The Entertainer · 12 weeks to stable production

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Financial Services

02 Oct 2025

Credit Decisioning Modernisation for a UK Lender

Introduced explainable ML risk scoring and automated decision support to improve approval speed while lowering default exposure.

+29%

Faster underwriting

-13%

Default-rate reduction

Lendable Ltd · 14 weeks to production

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Healthcare

26 Sept 2025

Referral Triage Optimisation for a UK Care Provider

Streamlined inbound referral handling with AI-assisted prioritisation and workflow automation for faster patient pathway decisions.

-28%

Referral processing time

+22%

Triage consistency

Norfolk Community Health and Care NHS Trust · 11 weeks

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Manufacturing

21 Aug 2025

Predictive Maintenance and Scheduling for a UK Manufacturer

Combined predictive maintenance signals with workflow automation to reduce unplanned downtime and improve production continuity.

-34%

Unplanned downtime

+11%

Throughput uplift

Wilco Manufacturing · 10 weeks to pilot value

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Logistics

29 Jul 2025

Demand and Capacity Planning Upgrade for a UK Logistics Operator

Deployed predictive planning models and operational dashboards to improve route capacity allocation and reduce service variance.

+18%

Forecast accuracy

-21%

Overtime variance

GXO Logistics · 13 weeks

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Professional Services

14 Jun 2025

Proposal Workflow Automation for a UK Professional Services Firm

Automated proposal drafting, knowledge retrieval, and review workflows to shorten sales-cycle bottlenecks and improve consistency.

-36%

Proposal cycle time

+24%

On-time submissions

Arrowpoint Advisory · 8 weeks

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Ecommerce

09 May 2025

Returns Reduction Programme for a UK Ecommerce Brand

Used predictive signals and customer journey automation to reduce avoidable returns and improve margin performance.

-17%

Avoidable returns

+12%

Gross margin recovery

Princess Polly · 10 weeks

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Housing

17 Apr 2025

Tenant Support Automation for a UK Housing Association

Implemented AI-assisted tenant enquiry handling and repairs triage to improve response speed and service consistency.

-33%

First-response time

+21%

Resolution consistency

Stonewater · 12 weeks

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Next Step

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