Watchtower

See supply chain disruptions before they hit.

Enter your supplier list or describe your supply chain. Watchtower scans for geopolitical, logistics, tariff, capacity, and regulatory risks — and tells you what to do about them.

Supply Chain Input

Risk Assessment

Risk analysis will appear here

How Watchtower works — Architecture & Technical Deep-Dive

The Problem

Supply chain disruptions cost manufacturers billions every year. A port closure in Rotterdam, a tariff change on Chinese steel, a capacity crunch at a key foundry — these events cascade through supply chains before most procurement teams even hear about them. By the time you know, it's too late to pivot.

The Solution

Watchtower analyzes your supplier portfolio against current geopolitical, logistics, trade, and capacity risks. It identifies vulnerabilities, assesses probability and impact, and recommends specific mitigation actions — before disruptions hit your production line.

Architecture

Browser (enter supplier list)
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FastAPI Backend (Python)
  |-- Validate: input length, content
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LLM API (Risk Intelligence Engine)
  |-- System prompt with geopolitical + trade knowledge
  |-- Multi-dimensional risk scoring
  |-- Actionable mitigation recommendations
  |-- Response validation
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Browser (render risk dashboard + action items)

About

Built by Andres Tobacia — Industrial Engineer with 17+ years in manufacturing, supply chain, and space exploration.

No data is stored. All processing is stateless. AI processing powered by a large language model API. No training is performed on input data.