Agent Foundry Labs

IN PRODUCTION · CASE A

Magellan Circle — a tender-intelligence agent in production

A tender-intelligence agent built on Agent Factory and running in production for Magellan Circle, an EU public-affairs and funding advisory. It ingests tenders from multiple public sources, enriches and retrieves against them, extracts structured criteria, and drafts fully-cited first-pass bid responses grounded in the client's own material — compressing weeks of manual research into hours.

CLIENT
Magellan Circle (EU public-affairs & funding advisory)
DOMAIN
Procurement / tender intelligence
DURATION
12-month engagement
SCOPE
Multi-source EU tender ingestion · AI enrichment + semantic retrieval · structured-criteria extraction · retrieval-grounded, fully-cited first-pass bid drafting
OUTCOME
Weeks of manual tender research compressed to hours
STATUS
Live in production
STACK
Edge-native (Cloudflare) services · durable agent orchestration · hybrid + vector retrieval · eval + health monitoring · every claim cited (never-infer)