
MiddleOut Analytics - AI-Powered Ecommerce Platform
Context-aware AI analyst for ecommerce analytics
MiddleOut Analytics is a multi-workspace analytics platform for ecommerce brands. I worked as a backend developer on Piper, the AI layer: context-aware chat, OpenAI and Anthropic model orchestration, specialist monitoring agents, and the runtime that routes, budgets, and audits AI work across workspaces.
Piper was built as a layered AI system. The conversational layer receives structured chart and KPI context from the dashboard. Behind it, a backend orchestrator routes requests through approved tools and model providers, while scheduled monitoring agents review each workspace and write confirmed findings into an insight feed.






