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NEXUS
PrototypeExperimental project

govguam.ai

Every GovGuam bid and federal grant, in one matched feed.

govguam.ai: product screenshot

An independent procurement and grant intelligence prototype: it aggregates opportunities from more than a dozen fragmented local and federal sources, deduplicates them, and scores each against a business's profile. Built for the wave of the $15B+ military buildup on Guam.

The problem

Government opportunities for Guam businesses are scattered across a dozen portals with different formats and no matching. Most small businesses never see the bids they could win.

The system

Scrape everything public, normalize it into one schema, and let the feed come pre-scored against what the business actually does.

Verified numbers

318 items
Forms library
11+
Data sources aggregated

Only independently supportable figures appear here.

Inside the system

  • Pluggable connectors for local and federal bid and grant sources
  • Unified schema with deduplication by solicitation number
  • 0-100 fit scoring against a business profile
  • Award tracking across contracts and grants
  • 318-item government forms library
  • Deadline tracking and a “get bid-ready” guide
  • Self-refreshing ingestion every six hours

Related work