Content System AI Content Production Workflow
Context: The client published to multiple platforms weekly, but topics were ad hoc and drafts were written from scratch — output was unstable and hard to reuse.
Approach: Built a topic library, source library, and publishing checklist; turned prompts into repeatable steps; and connected long-form, website, and short-form reuse paths.
Result: Time per piece dropped from 6 to 2 hours, monthly output stabilized at 12, and old content became reusable.
AI Content Automation
Knowledge Work Personal Knowledge Base Rebuild
Context: Information was scattered across notes, bookmarks, and chats — hard to find when needed, and every output started from zero.
Approach: Rebuilt the knowledge base in three layers (input → processing → output), linked notes to real projects, and set up a weekly review loop.
Result: Search time dropped significantly, 5 publishable items shipped per week, and ideas stopped getting lost.
Knowledge Productivity
Digital Operations Small-Team Digital Toolkit
Context: An 8-person team ran on group chats and spreadsheets — follow-ups slipped, and progress and metrics were opaque.
Approach: Unified tasks, customer notes, and delivery progress; used reminders to cut manual follow-up; and turned key metrics into a readable dashboard.
Result: Missed follow-ups dropped sharply, delivery time shortened by 30%, and the team saved 10 hours of repeated communication weekly.
SOP Growth