01→
Unify data input
Use a provider layer for 1688 API, Excel or controlled demo data.
Normalized commerce dataDemo ProductAI Commerce Operations
1688 AI Ops
AI should work on real product, order, inventory and SKU data—not invent operations in a chat window.
1688 AI Ops connects 1688 API / Excel data, product library, AI analysis, image production and operational tasks in one workspace.
PRODUCTAI should work on real product, order, inventory and SKU data—not invent operations in a chat window.
DELIVERSUnified product / order / inventory data · SKU structure
EVIDENCEDemo
REAL DATA商品 · SKU · 库存 · 图片
AI TASK优化建议已生成等待人工审核
01
ONE REAL TASK
Example: process a batch of products that need optimization
The system normalizes data first, then runs AI analysis and visual tasks while keeping product facts, pricing, images and publishing behind human gates.
Input: 1688 API or Excel product data + product images
BEFORE
01Export product data into multiple spreadsheets.
02Check titles, attributes, SKU, inventory and images manually.
03Send images into separate tools or design workflows.
04Return to the seller backend and re-check everything again.
AFTER
01API / Excel / mock data enter through one provider contract.
02Products, orders, inventory and SKU use one data model.
03AI analyzes real product data rather than guessing.
04Image tasks, retries and review status are tracked.
05Approved changes become actionable operation tasks.
02
HOW IT WORKS
From input to a usable business result.
Each step says what the system does and what it hands to the next step.
02→
Build the product workspace
Products, orders, inventory and SKU become queryable operating data.
Product and inventory view03→
Analyze real products
AI works on existing product facts and media.
Optimization suggestions04→
Run image tasks
Generation, retry, status and review are tracked instead of treated as one-off prompts.
Image candidates05✓
Turn suggestions into tasks
Approved improvements become operational actions.
Execution queue03
WHY THIS PRODUCT
Three reasons it is more than another AI wrapper.
Every differentiation point has product or repository evidence behind it.
AI starts from real commerce data
Product, order and inventory data enter through a provider layer before AI is allowed to reason over them.
Image generation is a workflow, not one prompt
Real operations need task state, retry, review and quality gates.
Publishing safety is part of the product
The design explicitly avoids unattended price changes, captcha bypass and unsafe account-control automation.
04
WHAT YOU ACTUALLY GET
Deliverables first. Boundaries included.
We separate what is ready, what is demo-stage and what still requires human approval.
DELIVERABLES
01Unified product / order / inventory data
02SKU structure
03AI optimization suggestions
04Image candidates and before/after review
05Action queue
06Pre-publish checks
BOUNDARIES
This remains a demo product rather than a fully standardized SaaS.
Some external image capabilities still depend on account entitlement.
Product facts, price, inventory, visuals and publishing remain human-approved.
1688 AI OPS
Send us the workflow that is wasting the most time.
We will first decide whether this product fits, a demo is needed, or the workflow should be custom-built.