AI Knowledge Assistant
Turn FAQs, service notes, price lists, and policies into a searchable support assistant for pre-sales and customer-service workflows.
- Document cleanup
- Chatbot demo page
- Question-log review
- Two-week tuning sprint
AI product studio for micro apps and business automation
MicroAppForge
We build AI-assisted micro apps and lightweight knowledge-base assistants for small teams, testing Chinese and overseas markets with low-cost, high-frequency product experiments.
Primary target
Small teams with repeated questions
Build rhythm
One useful micro product at a time
Markets
China, SEA, Middle East, English-first
Two-track execution
Cash-flow service plus app upside.
The studio balances a practical B2B offer with asymmetric app experiments, so progress does not rely on one viral product or one heavy sales channel.
Micro App Factory
Ship small iOS-first utilities with one promise, one core loop, one saved state, and a clear retention or sharing hook.
- SafePing first
- Weekly app backlog
- Store listing kit
- Privacy and support links
Pilot workflow
Small enough to ship, real enough to sell.
Each pilot starts from concrete documents or one app promise, then turns into a demo that can be shown, tested, priced, and improved.
1
Collect docs and repeated questions
2
Build a focused demo
3
Review real answers and edge cases
4
Package the workflow for repeat use
Pilot intake
Bring a real question set. Get a focused demo.
Best fit: training teams, consulting teams, ecommerce sellers, creators, and small service teams that answer the same questions every day.
Early pilot scope
Document organization, demo assistant, question-log review, and a two-week tuning pass. Pricing can stay small while the repeatable workflow is proven.