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AI Automation Platform · E-Commerce / AI

E-Commerce AI Automation Platform

An AI automation platform for e-commerce using LangGraph, serverless AWS Lambda, and Claude Code pipelines for intelligent workflow orchestration.

IndustryE-Commerce / AI
Timeline1 year
E-Commerce / AIConfidential client
01

The challenge

An e-commerce AI startup needed to migrate from a prototype LangChain implementation to a production-grade LangGraph architecture that could orchestrate complex multi-step AI workflows. The system needed serverless scalability on AWS Lambda and integration with Claude Code for automated development pipelines.

02

What we built

We redesigned the AI orchestration layer using LangGraph for stateful, multi-step agent workflows. We migrated the infrastructure to serverless AWS Lambda for cost-effective scaling, built the frontend in React with TypeScript for type safety, and integrated Claude Code pipelines for automated code generation and review workflows.

03

What changed

A production AI automation platform with LangGraph-based workflow orchestration, serverless AWS Lambda execution, and Claude Code integration for development automation. The platform handles complex multi-step AI tasks for e-commerce operations including product categorization, content generation, and customer interaction automation.

In numbers

LangGraph

AI orchestration

Serverless

AWS Lambda

1 yr

Engagement

Technology

PythonLangGraphLangChainReactTypeScriptAWS LambdaClaude Code

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