All case studies
AI Automation · Internal Tools
LLM operations layer for an Amazon aggregator
Listing creation, competitor monitoring and support triage ran on manual labour. Replaced with a Claude-powered agent pipeline.
The challenge
Replace with the real brief: how many people were doing how much manual work, and what that cost per month.
What I built
An agent pipeline that handles listing generation, competitor price monitoring and first-pass support triage, with a human approval step before anything publishes.
The result
Quantify the time saved and where the team redeployed it.