Work
Selected case studies. Real outcomes, anonymized where needed.
Financial Services
On-Brand AI Documents, Across Every Model
An AI assistant was generating client documents that drifted in fonts, colours and layout from one model to the next — and sometimes invented a brand outright. We turned its instruction files into a measurable, optimised system and cut inconsistency 76%.
LLM-Powered Optimization1 day
Logistics & Transportation
P&L Diagnosis in 15 Minutes
A CEO needed to walk into a board meeting with a clear picture of 12 months of financial data. The LLM system delivered a structured P&L diagnosis in 15 minutes.
LLM-Powered Optimization2 weeks (system build) + ongoing
Professional Services
Napkin to Production in 14 Days
A 6-tab spreadsheet tracking critical business operations was rebuilt as a full web application. 20 users adopted it within a week of launch.
Napkin to Production14 days