Case studies

Production AI engagements.

Each study below shows one operational pattern in practice — customer-success-as-engineering, HITL UX scaling, or both. Long-form write-ups land on Substack as the cadence grows.

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

Real-time adaptive content generated individually per child — synchronising specialists, parents, and learners in one platform

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. Subscribe on Substack for new write-ups, or book a 15-min if you have a similar engagement in mind.