Price Intelligence — turning a noisy market into decisions
A competitive price-intelligence engine in a single Go binary. The point is informed decisions — where we're losing the cheapest spot, which competitor is repositioning, and what to do about it. Rather than scrape real competitors, synthetic data shaped like a real feed stands in for the market, so the engineering stays the focus. The intelligence runs for real: in-process vector search resolves messy competitor listings to our catalog under explicit confidence, with a human review queue for the uncertain cases, and a deterministic anomaly brain turns a wall of prices into actual signals. Embedded event bus, embedded vector index, server-rendered UI streaming live updates, deployed by copying one file to a VPS.