Case Studies
35 case studies
GenAI Knowledge Assistants
RAG-Powered Question Answering for a European Government
RAG-powered knowledge assistants deployed across eight European government ministries reduced policy question answer times from over 30 minutes to seconds, with every answer traceably cited to source documentation. Built on sovereign infrastructure with open-source LLMs, the platform used hybrid retrieval and a repeatable onboarding playbook to scale across ministries in weeks.
Healthcare Inventory Product Build
Identifying and Building a Product for UK Healthcare Practices
We identified a gap in the UK healthcare market where thousands of practices share the same procurement problem and no adequate tooling exists. Working with a practice owner as a co-development partner, we validated the opportunity, defined an MVP, and are building an AI-assisted inventory management product designed for the market, not just one organisation.
AI Contract Analysis for Legal DD
£25M total annual impact
AI Strategy for Premium Drinks Manufacturer
£6M+ procurement savings identified in pilot
AI Strategy for Healthcare Charity
ML capability framework, roadmap, and pilots delivered
AI Audit for Entertainment Firm
Critical continuity risks identified before operational disruption
AI for Remediation Cost Recovery
£20-30M potential recovery uplift estimated
Mineral Exploration ML Platform
Predictions independently corroborated by field exploration
Cloud Analytics for Drinks Brand
£6M procurement savings identified and taken into negotiations
Marketing Mix Modelling
£4M revenue uplift from budget reallocation
Trader Surveillance System
Material improvement in high-risk behaviour detection
Print Campaign Targeting
~£1M annual print budget savings across Europe
European Data Science Function
£5M/year revenue from European data science function
UK Data Practice Build
Millions in annual revenue generated within first operating years
Retention Campaign Optimisation
£16M per year in additional revenue preserved
Acquisition Channel Optimisation
~60% reduction in expensive channel spend
Systems Implementation Business Case
Governance sign-off achieved within ambitious programme deadline
Data Science Team for Law Firm
£20M/year value enabled through scalable AI delivery
Customer Lifecycle Survival Analysis
Risk-based pricing programme worth £20M/year unlocked
Data Quality Observability Platform
>$1M saved through smart alerting
AFC Risk Assessment Automation
Results distribution reduced from months to minutes
IT Service Desk Automation
$3M+ annual cost saving
Logistics Impact Modelling
Logistics restructuring worth millions in annual savings greenlit
Loyalty Scheme Value Analysis
£6M annual revenue impact identified
Legal Matter Profitability
60% reduction in reconciliation time
Next Best Action for Insurance
£15M revenue uplift from improved marketing effectiveness
Coupon Recommendation Engine
Personalised coupon bundles replacing one-size-fits-all segments
Retail Margin Decomposition
£1.5M annual net margin improvement
Promo Strategy for Grocery Retail
Over-discounting to high share-of-wallet customers eliminated
Promotion Effectiveness Tool
£1M+ annual margin improvement
Store Portfolio Property Strategy
£7M expected annual profitability improvement
AFC Regulatory Reporting Suite
Avoided significant fines and potential consent order
AI Billing Compliance for Law Firm
~£8M improvement in cash collection
Sell-Side Due Diligence Platform
Highly commended in EMEIA-wide analytics competition
Supplier Strategy for Infrastructure
Up to £20M estimated annual benefit