ETHAN STUART
  • Work
  • Writing
  • About
Open to conversation
ES
  • LinkedIn
  • Substack
  • GitHub
© 2026 Ethan Stuart · Built with Next.js
NexusWatch — Geopolitical Intelligence·The Composer — Multi-Agent Editorial·Product OS — Spec-as-code·Zero to Ship — AI Course Platform·Senior Manager · Data & AI Products · Disney Studios·NexusWatch — Geopolitical Intelligence·The Composer — Multi-Agent Editorial·Product OS — Spec-as-code·Zero to Ship — AI Course Platform·Senior Manager · Data & AI Products · Disney Studios·
Project 01 / 04
Real-time geopolitical intelligence — built solo, run continuously, production-grade output from a one-person org.
LIVE · 2026

NexusWatch

NexusWatch is a global threat-monitoring platform with an AI risk analyst, 45+ data layers across politics, conflict, climate, and economics, and a real-time globe visualization. Production-grade output from a one-person engineering org.
86 Countries45+ LayersAI Risk AnalystGlobe VisualizationBuilt Solo
Visit NexusWatch ↗
01
PROBLEM

Geopolitical risk monitoring is fragmented across dozens of country feeds.

The signal exists in public sources, but no AI-native synthesis pulls it into one operator-grade view. Vendor platforms in the space lean on stale data, opaque scoring, and no LLM analyst layer.

02
SYSTEM

AI analyst on top of an event pipeline.

Crisis cron pulls structured event data from 45+ sources, normalizes into a unified schema, scores each event, and feeds an LLM analyst that produces narrative explanations on demand. The globe is the index; the analyst is the product.

03
WHAT'S LIVE

v2 API, Discord bot, trust layer, public globe.

Public site at nexuswatch.io, v2 API in private beta, Discord bot for live alerts, and a verification trust layer surfacing source provenance. 86 countries with continuous monitoring.