We don't sell software. We build the systems that make AI work inside your operation, from automation and content to private AI running on your own infrastructure.
Write to us in a few lines. We read every message and reply with a concrete angle.
Teams of 5-50 with real order volume, still re-typing data by hand every day.
We already run a food-costing tool in production for the restaurant business.
We have run sourcing operations between China, Hong Kong and Thailand since 2016.
From Shopee into Excel, then again into the LINE group. We connect the tools you already use so the data flows by itself.
And product visuals never get done. We automate the replies and produce the content with AI, no agency needed.
We install AI on your own systems, with tools built for your operation. Customer and cost data stays with you, on no one else's cloud.
Every application, every channel and every agent, including what is out of scope.
We don't resell software. We build the whole chain, from Shenzhen hardware to AI running inside your business.
Hardware sourced factory-direct, installed on site, and AI deployed on your own machines. One team, the whole chain.
Seeed Studio
IoT hardware and edge AI modules, Shenzhen
SDMC
Google and Netflix certified Android TV manufacturer
Tuya
IoT platform for connected devices
SpaceiCloud
Digital systems for space and building operations, Shenzhen
Our own business cockpit: every system in one app, with a built-in AI agent, voice input and fully searchable memory.
A food-costing and pricing tool, used daily in production at a Bangkok restaurant. Five languages.
A 24/7 watch agent that delivers morning briefs to Telegram, with built-in source verification.
Product-intelligence platform for e-commerce: a team of AI agents scans the market, scores and shortlists products.
Plus ongoing internal R&D, from real-time decision systems to self-hosted AI image processing tools.
First working piece in weeks, not months. With impact you can measure from day one of use.
You tell us how your business actually runs today. We tell you what is worth automating and what is not.
First conversation, 30 minutesWe build one working piece first. You see it running before you commit to anything.
First working piece in 1 to 2 weeksWe put it into production and train your team, in Thai.
In production by week 2 or 3We measure, refine and keep expanding. The system gets better the longer it runs.
Ongoing from there
Claude · Anthropic
ChatGPT · OpenAI
Gemini · Google
DeepSeek
Qwen · self-hosted
Whisper · self-hosted
n8n
Docker
Supabase
PostgreSQL
We run these on our own systems first, pick the right model for each job, and run open-source models on our own machines when your data must stay inside.
Sourcing and operations between China, Hong Kong and Thailand. Not theory.
We talk to your team in Thai, and train them in Thai.
We build and operate it ourselves rather than reselling someone else's tool.
Code, tools and data stay entirely with you. Any team can take over.
Three things: automation that connects the tools you already use, AI content for your catalogue, and custom tools with AI installed on your own systems.
You tell us how your day actually runs. We tell you honestly what is worth automating, then build one working piece you can see before committing.
On your own systems. We deploy self-hosted AI, so customer and cost data never has to pass through anyone else's cloud.
No. We connect from the tools you already use — Shopee, Lazada, LINE, Excel — and build up from there.
Thai and English. We are based in Thailand and train your team in Thai.
The fastest way to reach us. Send us a message, we reply in Thai or English.
Send a short email, 3-4 lines: what your business does and where it gets stuck. We read every message and reply with a concrete angle.
