By skyforbes 
Hi, Pibblers!!
Today, we’re excited to share a crucial milestone in our PIBBLE AI project ecosystem. Leveraging the AI expertise built through our social platform PIBBLE, we’re officially entering the B2B trade market and achieving a key milestone from the roadmap we announced to our community in early 2025.
1. Why Trade AI?
International trade involves $2 trillion in annual Letter of Credit (L/C) transactions — a massive market. However, document defects and hidden toxic clauses lead to persistent payment rejection incidents.
According to the Korea International Trade Association, L/C-related disputes in Korea alone reach $15 billion annually. Even veteran trade professionals spend 4–6 hours reviewing each L/C, and critical toxic clauses that escape human detection often lead to trade accidents.
2. AION L/C Review Engine Innovation
The AION L/C Review Engine launched by the PIBBLE project solves these challenges with AI.
2–1. Core Technology
— 5,000+ Pages of ICC Trade Regulations: LLM perfectly trained on UCP600, ISBP745, and other International Chamber of Commerce standards
— Auto-Detection Function: Automatically identifies toxic clauses, missing conditions, and logical inconsistencies
— Exceptional Speed: 4–6 hours → 10 minutes (97% time reduction) — High Accuracy: 99.2% detection accuracy
2–2. Validation Complete
— 6-month pilot program with 3 Top-5 Korean enterprises
— Validated on 3,000+ real-world L/C cases from actual trade operations
— Currently in discussions with 5 major enterprises and 2 leading banks
(※ Specific cases protected by NDA due to trade data sensitivity)
3. From PIBBLE to AION: AI Technology Expansion
Caramelbay has validated various AI technologies in production through PIBBLE, our AI social platform: image generation, content recommendation, natural language processing, and more. This AION launch represents the first expansion of PIBBLE’s AI capabilities into the B2B trade market.
While serving different industries, the core mission remains the same: Using AI to overcome human limitations
— PIBBLE: Overcoming creators’ creative limitations
— AION: Overcoming trade professionals’ review limitations
4. AION Roadmap
4–1. 2025: Launching on-premise solutions for enterprises and financial institutions.
4–2. 2026: Transitioning to SaaS in H1, offering integrated AION platform features including L/C Review Engine, automated trade document generation, Cloud EDI, and AI chatbot functionality. 4–3. 2026: Entering the global market in H2, serving major banks and trade enterprises in the UAE.
5. We’ve achieved a crucial ecosystem milestone by entering the B2B trade market, leveraging AI technology validated through PIBBLE. This achievement is built on the active interest and support of our community. With this foundation, PIBBLE will grow as a multi-platform AI company driving innovation across social and trade sectors. We will make AION the infrastructure for zero trade accidents and enter the global trade SaaS top tier by 2027 to reward your support. Thank you for continuing to watch and support our journey! 🙌
🔗 Full press release: