E-Commerce / Operations

Brands10x — Autopilot for Online Stores

A team of AI agents that runs Amazon, Shopify, and Walmart operations around the clock

E-commerce operations team working across fulfilment and conceptual AI-assisted workflows

Original conceptual visual of the multi-channel operations workflow; not a product screenshot.

Project evidence

Published project record

Published project evidence from Alector Lab. Alector Lab project record; commercial metrics are not independently audited.

Measurement period: Published operating period; exact dates are not publicly stated

Evidence method: Commercial metrics are not independently audited.

The problem

Running e-commerce operations across three marketplaces means constant manual work on listings, ad spend, and inventory sync — work that otherwise scales with headcount.

The approach

A multi-agent system built on LangGraph and GPT-4, with agents assigned to specific operational domains (listings, ads, inventory) coordinated through a shared state graph and connected directly to marketplace APIs.

Implementation

Agents run continuously across the three marketplaces, handling routine listing, inventory, and ad adjustments automatically, and surfacing only the decisions that need human approval.

What we learned

  • Agents that take real actions, not just recommendations, need a clear approval boundary for anything with financial risk.
  • Multi-marketplace inventory sync is where much of the integration complexity lives, alongside the agent decision-making itself.

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