Case studies

Production AI engagements.

Each study shows the operating pattern at work — customer-success-as-engineering, HITL-UX scaling, or both. These are products I built and startups I ran end-to-end, not fractional-CTO engagements at vertical AI agent companies.

I want to be precise about that, because everyone in this category inflates their receipts and a sharp founder can smell it. Read them as evidence of how I work — falsifiable on day one. Ask me to walk any of them and I will.

Artelize

How Artelize Built a Data-Driven Marketplace for the Performing Arts

Two-sided marketplace, real-time data pipeline, and SaaS analytics — 4+ years, $1M+ in funding raised

Bulbee

How Bulbee Uses AI to Personalise Learning for Children with Special Needs

A two-sided paid platform — specialists (B2B) and families (B2C) both paying — with real-time adaptive content generated individually per child, synchronising specialists, parents, and learners in one place

Swipery

How Swipery Replaced the Human Teacher with AI-Generated Language Lessons

Every learner gets a unique, adaptive curriculum with real-time audio, video, and image generation — nothing is pre-built

Karita

How a Wellness Influencer Built a Fully Owned Digital Business in One Engagement

Web, iOS app, live streaming, subscriptions, and content management — all under one brand, independent of third-party platforms

Energy investment firmClient confidential — anonymized

How AI Replaced a 20-Person Document Pipeline for an Energy Investment Firm

Automating structured document generation to evaluate more projects without adding headcount

More case studies as the cadence grows. Book a 15-min if you have a similar engagement in mind.