Daily Report: 2026-01-06

🚀 Key Achievements

1. Localization Module Integration (Completed)

• Goal: Integrate 'AI Localization Agent' into the dashboard to support K-Beauty export expansion to the US market.
• Outcome: Successfully implemented a seamless workflow from Dashboard -> Localization Tool.

2. Major Features Implemented

A. Architecture & Navigation

• Global Navigation: Added top-level tabs (Market Insights / AI Localization) via Navigation.tsx.
• Dashboard Bridge: Added [Optimize for US Market] CTA button on the USA Export Card, linking directly to the localization tool with context.

B. Localization Interface (/localization)

• Product Category Select: Implemented HSK 2025 based dropdown, including new strategic categories like Sunscreen (3304995000).
• Transcreation Tool:
  • Built LocalizationTool.tsx with checking logic for 2026 market strategies.
  • Added 'Verified' Badge and 'AI Strategy Note' popup to explain "Why this copy works" (e.g., using quantitative claims like "4 weeks").
  • Added 'Copy for Amazon/Sephora' utility.

C. Backend & API

• Next.js API Routes: Created app/api/localization/route.ts to act as a secure proxy layout.
• Mock Agent: Integrated a simulated Python Agent response that applies "Verification" and "Experience Language" logic dynamically based on keywords (e.g., 'Artemisia', 'Brightening').

📝 Technical Details

• Tech Stack: Next.js App Router, Tailwind CSS, TypeScript.
• New Files:
  • app/localization/page.tsx
  • components/LocalizationTool.tsx
  • components/ProductCategorySelect.tsx
  • components/Navigation.tsx
  • lib/api/localization.ts
• Updated Files:
  • app/layout.tsx (Added Navigation)
  • components/Dashboard.tsx (Added Bridge Button)
  • lib/constants/hsk.ts (Added Sunscreen category)

🔜 Next Steps

• Connect real Python Backend (FastAPI) to replace the Next.js Mock API.
• Refine 'Strategy Note' content based on more extensive rule sets (Ban List).
• Deployment and User Acceptance Testing (UAT).