Case Studies
Real transformations with measurable results. Each project demonstrates how understanding context delivers outcomes that generic solutions miss.
The Hard Part Is Building Production Agentic Workflows
Financial Consultancy, Enterprise
How domain expertise and six hours with a whiteboard transformed an impossible automation challenge into 7 agents processing 68 prompts with full audit trails — and why understanding the business was harder than building the AI.
From Raw Telemetry to Client-Ready Intelligence
Green Energy Provider, Film & TV Industry
Transformed 7.2 million telemetry readings into automated client reports in under 3 minutes, and uncovered 60% generator over-specification across film productions.
150% Conversion Improvement Through Context-Aware Automation
Specialized Insurance Brokerage
A specialised insurance brokerage converting less than 20% of 800 monthly leads. We built intelligent automation that adapted to each applicant's context, eliminating 85% of unnecessary complexity.
£15M Contract Decision in 48 Hours
Major Sports Organization
AI-powered analysis of 1,200+ pages from four international suppliers in 48 hours, uncovering £200K+ in hidden costs that would have been missed by traditional analysis.
Protecting Students Through Contract Transparency
London School of Architecture
Decoded 92 pages of complex legal contracts and verified 75+ sources to reveal critical financial and legal risks hidden in impenetrable institutional documentation.
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