AI Systems That Work While You Sleep
We build measurable AI chatbots, back-office workflow automation, transformation training, and cloneable multi-branch AI systems — proven live, not just demoed, with real KPI dashboards behind every delivery.
Our Areas of Expertise
From front-of-house chatbots to back-office automation, team capability training, and multi-branch AI systems — built with Claude, n8n, and production-grade tools, tested on real cases before delivery.
AI Chatbot Systems
24/7 AI on LINE & Facebook, measured, not just installed
AI chatbots that answer customers around the clock, capture their data, and connect to your backend — proven on a real client to self-handle 100% of peak-hour chats with zero staff watching.
- Natural-language 24/7 replies on LINE, Messenger & web
- Customer data capture to Google Sheet or CRM
- KPI dashboard: % self-handled, response time, ROI
- Hot-lead alerts & human handoff built in
AI Workflow Automation
The back office that runs itself while the front-end bot talks
A lead that comes in at midnight shouldn’t go cold by morning. We connect LINE, Email, Sheets, CRM, calendars and accounting so Claude AI + n8n handle follow-ups, slip verification, and documents automatically.
- Automatic Day 1/3/7 lead follow-up, no lead left cold
- AI slip OCR — catches fakes, matches orders in seconds
- Auto-generated quotations, invoices & receipts
- One pipeline view across LINE, Email & CRM
AI Transformation Training
Capability building, not a slide deck that gets shelved
Most AI advice evaporates once the consultant leaves. We train your leadership and team — on a 9-topic framework blended from several MIT Professional Education programs — to plan, use the tools, and run AI transformation themselves. Every trainee gets all 9 topics, nothing optional.
- Hands-on group sessions on your team’s real work, not generic demos
- AI acceptable-use policy + PDPA/risk checklist
- Your company's AI plan built during training, not handed to you after
- A final presentation where the team proves they can run it
AI Engineering at Scale
Cloneable systems for multi-branch & multi-property operators
When branch #2 already barely runs without the owner, branch #3 breaks them. We build one reference AI/automation stack — Branch-in-a-Box — and clone it to every new location in days, not weeks.
- Reference architecture cloned per branch/property (Docker Compose)
- Central RAG/SOP bot — staff self-serve instead of calling the owner
- MCP connects each location’s POS/ERP/PMS into one AI agent
- Cross-branch cost & observability dashboard (LiteLLM, Langfuse)
Design Your Service Package
Choose specific frontend specializations, adjust timelines, and preview instant estimations tailored to your architectural goals.
Scope Estimation Ledger
AI Systems Playground
Pick a customer question and watch an AI chatbot answer instantly, then see how many hours workflow automation could give your team back.
Live Chatbot Response Simulator
Pick a question a real customer might ask — see how fast the bot replies, any time of day.
Pick a question above to see the bot reply.
Average human reply time for a missed message: 4+ hours. Your bot never sleeps.
Workflow Hours-Saved Calculator
Drag the slider to how many hours a week your team spends on manual follow-ups, data entry, or scheduling.
Estimate based on 300.-/hour average admin cost — we'll use your real numbers when we scope your project.
Frequently Asked Questions
Straight answers on what you get, how long it takes, and how each service works.