Enterprise AI in Production

Documented AI transformation engagements across banking, government, healthcare and enterprise. All outcomes are independently validated. Organisations anonymised by agreement.

Outcomes ValidatedOrganisations AnonymisedArchitecture DocumentedGovernance-First Approach

Featured Engagements

Banking & Financial Services8 min

Tier-1 Bank: AI-Powered Fraud Detection & Credit Intelligence

A leading pan-African retail bank was experiencing £4.2M in annual fraud losses and a 34% manual review rate on credit applications — unsustainable at scale.

Key Outcomes

91% fraud detection rate · 67% reduction in false positives · 40% faster credit decisioning

GovernanceDataModelsObservability

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Telecommunications7 min

Telco: Intelligent Contact Centre Transformation with Voice AI

A national telecom operator with 2.4M subscribers was operating a legacy IVR system with 68% escalation rate and average handle times of 11 minutes — driving customer churn.

Key Outcomes

52% reduction in escalation rate · 4.2min average handle time · 89% CSAT score

ModelsAgentsApplicationsObservability

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Financial Services6 min

Financial Institution: Enterprise AI Governance Framework Deployment

A regional financial services group operating 14 AI models in production had no unified governance framework — creating regulatory exposure ahead of the EU AI Act enforcement.

Key Outcomes

Full AI inventory · Tier-1 regulatory compliance · 100% model documentation coverage

GovernanceObservability

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More Engagements

Government

Government Agency: Secure AI Infrastructure & Knowledge Platform

A national government agency needed to deploy an internal AI knowledge assistant across 8,000 civil servants — on sovereign infrastructure, with zero data egress and full audit compliance.

On-prem sovereign deployment · 8,200 active users · Zero data sovereignty incidents

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Healthcare

Hospital Network: Clinical AI Decision Support & Workflow Intelligence

A multi-site hospital network faced 23% administrative overhead on clinical staff time and growing diagnostic backlogs — with no AI infrastructure or data governance in place.

31% reduction in admin overhead · 2.4x faster radiology triage · HIPAA-compliant architecture

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Legal Services

Global Law Firm: AI Contract Intelligence & Legal Research Platform

Associates spending 60–70% of time on repetitive contract review and research — with strict client confidentiality preventing use of third-party AI APIs.

73% reduction in review time · £2.4M annual time recovered · 94% clause accuracy · zero confidentiality incidents

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Education & EdTech

University Group: AI Personalised Learning & Student Success Platform

A 45,000-student university group with a 28% first-year dropout rate and no early identification system — with strict ethics and GDPR requirements.

34% dropout reduction · 87% student satisfaction · £3.6M projected value · zero GDPR incidents

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Enterprise

Multinational Enterprise: AI Readiness Assessment & Transformation Roadmap

A 6,000-employee enterprise holding group had 22 disconnected AI pilots across subsidiaries, no shared infrastructure, no governance and no path to production at scale.

Unified AI operating model · 6 production deployments in 9 months · £2.1M projected annual savings

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