Case
studies.
Real processes, redesigned around AI. Each case study shows how a problem was analysed, solved, implemented and measured.
All case
studies.
Four projects so far — each new engagement gets documented the same way: challenge, process, solution, measured results.
AI Transformation · LLM System DesignThe Rule — An AI That Answers From the Rule, Not From Its Assumptions
A public e-learning platform needed an AI that answers driving-theory questions from the regulatory text — not the model's assumptions. Six models tested across three adaptation strategies, producing a three-model, CPU-only architecture: answering, question generation, and quiz scoring.
Travel & Hospitality · Data AnalysisWhen to Book — Tracking Flight Prices, Live
A continuous price-tracking pipeline watching 28 routes daily across two independent data sources — turning the question of when to book from guesswork into a data-backed answer.
Marketing · Data-Driven StrategyFrom Flat Spend to Targeted Budget
How a travel startup's flat marketing budget was rebuilt into a data-driven allocation model — 1,213 bookings, 18 months of data, five analytical blocks that replaced guesswork with evidence.
Marketing · AI TransformationVideo in Under a Minute
How a marketing team's manual video workflow became an AI-orchestrated production pipeline — script in, finished video out in about a minute, with 20+ published client videos.
Let’s make
it real.
Have a process, a problem or an idea worth analysing? Write to me and we will turn it into a concrete next step.