Information is copied between tools by hand every day
Automation fails when data formats, review points, permissions and error handling are not designed as one workflow.
AI SYSTEM
AI System Development
Turn repetitive work into manageable automation that fits day-to-day operations.
COMMON CHALLENGES
Your team uses many AI tools, but the repetitive work is still repetitive?
Automation fails when data formats, review points, permissions and error handling are not designed as one workflow.
AI output cannot be reviewed
traced or published safely
A workflow depends on one person and breaks whenever a tool changes
Automation fails when data formats, review points, permissions and error handling are not designed as one workflow.
WHO IT'S FOR
Who AI System Development Is For
For teams with recurring, rule-based tasks and a clear need to reduce manual work.
- Commerce teams handling bulk product publishing
- Content teams repeating formatting and publishing work
- Businesses integrating AI or APIs with an existing backend
PLANS & PRICING
Plans & Pricing
These are common scopes. Final pricing depends on content volume, features, timeline and delivery requirements.
PLANAI System Development
Automated Publishing
NT$25,000from
- Bulk product publishing
- Bulk article publishing
- Data format and workflow setup
AI System Integration
Custom quote
- API and existing-system integration
- Backend and permission workflow
- Enquire through the form or LINE
WHY MILAI
Why Work With Me
Work across strategy, design and technology without repeatedly translating the same requirement between different teams.
Cross-disciplinary Experience
Hands-on work across websites, SEO, UIUX, content and system planning.
Iterate Through Outcomes
Selected projects improved engagement, conversion or production efficiency through data-informed iteration.
Direct Communication
Communicate directly from discovery through delivery and maintenance.
SELECTED WORK
Case Studies
Public case studies for this service are being prepared and will be added after approval.
HOW WE DIFFER
Compare Ways to Work Together
Compare each option by the support and deliverables this service actually requires.
| Criteria | Milai AI System | DIY No-code | System Integrator |
|---|---|---|---|
| Planning | Workflow, data and human review designed together | Connect tools from tutorials | Formal requirement and system architecture |
| Build Scope | Focused automation integrated with current operations | Suitable for simple personal workflows | Suitable for larger enterprise systems |
| Maintenance | Documentation, errors and permissions included | Maintained by the creator | Ongoing support under a larger contract |
Not sure which option fits?
Discuss the Direction →Share your current problem and budget. I will help determine whether to begin with consulting, a one-off service or a complete project.
CLIENT FEEDBACK
Client Feedback
These are layout samples and will be replaced with authorized client feedback before formal publication.
“The import process changed from repetitive copy-and-paste into a reviewable batch workflow.
“Human approval remained in the right places, so automation improved speed without losing control.
“The MVP scope was clear and we avoided paying for features the team did not yet need.
START A PROJECT
Want to Check Whether This Service Fits?
Share the problem, desired outcome and expected timeline. I will help identify the right way to work together.
FAQ
Frequently Asked Questions
Review the details most often asked before a project begins.
What should I prepare before contacting you?＋
Share your current situation, desired outcome, timeline and approximate budget. Incomplete information is fine; the first discussion will help clarify it.
Can I book a consultation without starting a project?＋
Yes. Consulting and production are separate services. You can confirm the direction first and decide on implementation later.
How soon can we start?＋
Timing depends on current availability and scope. After reviewing your enquiry, I will reply with the earliest start date and an estimated schedule.
BEFORE WE START
Before We Start
Clear payment, milestone, warranty and maintenance terms help the project run smoothly.
- 01
System projects use a 40% deposit with milestone payments.
- 02
Third-party AI, API, cloud and external-tool fees are excluded.
- 03
A two-month warranty is included for the agreed scope.
- 04
Maintenance starts from NT$5,000/month depending on usage and integrations.
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