SERVICES

We build the systems — and we are still the ones running them

You do not need to know what AI can do. Tell us which job repeats most, has the messiest data, and is hardest to hire for. We take it from there.

6 industries, and the systems are still running there today.See the full delivery record →

Four ways to put AI to real work in your business

01 · Built from zero

AI has to deliver results, not just sit on a screen

AI NATIVE BUILD

WHAT IT SOLVESWe build AI into the systems and machines you use every day, so shipping, scheduling and quality checks actually get faster. Not an off-the-shelf package bent into shape, and not a pretty dashboard left to sit there.

WHAT YOU GET

Hours saved and mistakes avoided, visible on the books · Your team operates it day to day · Built around your workflow, not a template

02 · Prototype to real product

Your prototype, finished into something customers can actually use

PROTOTYPE TO PRODUCTION

WHAT IT SOLVESYou built a working prototype with AI, but you're stuck on security, stability, launch? We add the architecture, security and testing a real product needs, and launch it with you — or finish it for you.

WHAT YOU GET

Goes live without a security scare · Holds up under real users · The next person can pick it up

03 · Get agents working, and keep them working

AI that finishes the job, not just answers it

AI AGENT BUILD & OPS

WHAT IT SOLVESAn AI agent is AI that finishes a job on its own, not just answers. We design it around how your work runs: which systems it touches, what it may decide, when it hands back to a person — all agreed up front. After launch we keep watching it, rather than handing it over and closing the file.

WHAT YOU GET

Finishes the task, not just answers · When it fails you see where and what it touched · We keep watching it after launch

04 · Let AI share the repetitive work

The repetitive, messy work — shared with AI

AI AUTOMATION

WHAT IT SOLVESRepetitive work with lots of scattered data — scheduling, quality checks, documents, reports — shared with AI agents, so people return to work that needs judgment.

WHAT YOU GET

The same job, done faster · Hours saved you can point at · Fewer manual-entry mistakes

You can also come to us for

PARTNERS CIRCLE COFFEE CHAT

Saturday afternoons in Taipei, over coffee

Every Saturday 2–4pm ・ No. 196, Sec. 2, Fuxing S. Rd., Da'an Dist., Taipei ・ Free

A standing weekly slot for consultation and open discussion. No prep needed — just bring whatever you're stuck on. Registration required, and other attendees will be in the room.

See sessions and reserve

HOW WE WORK

We stay until it actually works

From the first conversation to long after launch, there is someone to talk to. We put AI where it genuinely pays back.

Book a free consultation