Insights

Data-driven analysis from the Volterra pipeline. Every post is backed by real scores, real movements, and real disruption events.

SignalMar 10, 2026

Copper 7-day risk hits HIGH as Chile production signals deteriorate

Chile's copper production signals have deteriorated sharply over the past week, triggering a HIGH risk classification across our 7-day forecast horizon.

Copper
7d risk: HIGH · Confidence: high
Deep DiveMar 8, 2026

Why platinum group metals have spent 18 of 22 January days above ELEVATED

Platinum group metals maintained elevated risk levels throughout January 2025, driven by persistent South African supply disruptions and geopolitical tensions.

Platinum GroupPalladium
Jan avg risk: ELEVATED · 18/22 days above baseline
Historical PatternMar 6, 2026

How the model performed during China's 2023 gallium export controls

A retrospective analysis of how our ML models detected early signals of the July 2023 gallium export restrictions and the cascade effect on related minerals.

CobaltNickel
Signal lead time: 6 days · Peak: EXTREME
ExplainerMar 4, 2026

What country_concentration_7d actually measures and why it matters for tin

An explanation of how the country concentration feature quantifies geographic supply risk using Herfindahl-Hirschman Index calculations across producing nations.

Tin
Tin HHI: 0.38 · Top-country share: 42%
ImplicationMar 2, 2026

Battery metals contagion: when lithium risk spills into cobalt and nickel

When lithium volatility spikes, cobalt and nickel often follow within 1-3 trading days. Our cross-mineral contagion feature captures this relationship.

LithiumCobaltNickel
Cluster correlation: 73% · Contagion lag: 1–3 days