From signal to execution
Four autonomous pipelines that compound every day.
Each capability is built around Claude 5.5 models orchestrating isolated tool calls with human-in-the-loop governance and atomic database transactions.
01 / Market Intelligence
Continuous competitor & sentiment mining
Stream competitor search rank, price fluctuation, and customer review flaw clusters via Claude 5.5 Haiku. Surface high-margin product opportunities before committing physical capital.
- Sub-100ms sentiment & review flaw clustering
- Real-time TikTok Shop & Shopee trend scraping
- Automated unit economics & viability scoring
02 / Catalog Automation
Multimodal vision & cross-border localization
Feed a single factory spec sheet, BOM PDF, or product photograph. Claude 5.5 Sonnet extracts granular physical attributes and synthesizes localized, platform-compliant listings for Shopee, TikTok Shop, and Amazon.
- Multimodal image & spec extraction via Sonnet 5.5
- Bilingual SEO title and keyword generation
- Cached marketplace taxonomy mapping (Prompt Caching)
03 / Inventory Control
Bi-directional safety stock synchronization
Prevent flash-sale overselling across multiple storefronts. When an order lands on TikTok Shop, atomic Redis workers execute transactional buffer decrements across connected Shopee and Amazon accounts.
- Atomic transactional stock decrement
- Channel-specific virtual safety buffers
- Lead-time-aware predictive reorder signals
04 / Revenue Optimization
Dynamic repricing with hard margin floors
Evaluate sales velocity, inventory aging, and competitor stockouts in real time. Propose and dispatch price adjustments that maximize GMV without ever violating operator-defined margin limits.
- Hard code-level margin floor protection
- Competitor stockout opportunistic repricing
- Campaign enrollment and discount scheduling
Inspect the technical blueprint.
Learn how our Claude 5.5 multi-agent mesh coordinates with deterministic Redis queues.