PROJECTS
Real systems, pilots and demos. No prototypes disguised as success stories.
CASE 01 / IN PRODUCTION
ArtI — The Thaislator
Travelling in Thailand without speaking Thai: menus, signs and conversations you cannot understand.
A travel app built around translation and computer vision for travellers.
Translates voice and text, scans menus detecting allergens and translates signs with OCR.
LLMs (Typhoon + Claude) · Google Vision OCR · inpainting · Node
In production, reliability rules: every feature solves a real moment of the trip.
CASE 02 / FULLY FUNCTIONAL
Khun Aran
Hospitality bookings, questions and customer service are handled manually, across channels and languages.
A multilingual conversational assistant connected to the real booking workflow.
Replies in the guest’s language, handles bookings, validates contact details and resolves dates deterministically to prevent model errors.
n8n · generative AI · messaging · deterministic validation
Stabilise the process first; add intelligence second.
CASE 03 / FUNCTIONAL AND STABLE
MANuel
First-line support repeatedly handles the same incidents before escalation.
A teachable, traceable and controlled support assistant.
Classifies incidents, gathers data, suggests common fixes and prepares escalation.
Conversational AI · knowledge base · diagnostics · tickets
A good assistant asks, narrows down and knows when to hand off.
CASE 04 / DEMO · 4TH PLACE IDEATHLON · AVATAR PAUSED
VAL — Valdoria
Repetitive premium hospitality enquiries consume time before reaching a person.
A virtual avatar and assistant that guides, filters and supports guests.
Answers questions, explains services, filters requests and prepares human handoff.
Conversational AI · avatar · knowledge base · handoff
AI adds value when it filters well and leaves room for human care.