Insights on supply chain intelligence, freight automation, and ESG from the TetriXX AI team.
35 articles·13 topics
November 11, 2026 · Erwann Cognet · 5 min read
An AI assistant became more reliable with the same model, once it stopped typing its own numbers. Four months on sirius and freya, and what they suggest about where progress in AI comes from.
October 5, 2026 · Emilie Annweiler · 5 min read
Transport and logistics spend management with AI: why freight spend resists control, what a verified line-level record changes, seeing cost pressure before the invoice, and cost and carbon together.
October 5, 2026 · Arnaud Rastoul · 5 min read
Freight billing errors explained: how often they occur and what they cost, the most common error types, why sampled audit misses them, and why catching them before payment changes the outcome.
October 5, 2026 · Emilie Annweiler · 6 min read
Automated freight audit and AI invoice verification explained: rule-based versus AI-native audit, two-way and three-way matching, who decides what is disputed, and how to choose a platform.
September 14, 2026 · Arnaud Rastoul · 10 min read
A freight cost outlook is not a forecast. It is a structured view of the pressure signals that will drive your freight costs over the next 1 to 12 months. Here is how to build one that holds up in a board review.
September 14, 2026 · Arnaud Rastoul · 8 min read
Supply chain cost intelligence is the practice of monitoring freight cost pressure signals before they reach your invoices. This guide explains what it is, how it differs from freight market data, and what questions to ask when evaluating tools.
September 14, 2026 · Emilie Annweiler · 6 min read
When a strait or canal faces restrictions, the cost impact does not arrive all at once. It travels through three waves of contract repricing. Here is how Hormuz, Suez, Malacca, and Panama disruptions reach your P&L.
September 14, 2026 · Emilie Annweiler · 7 min read
Freight rate indices tell you what the market charged last week. Cost pressure indices tell you what your invoices will look like in 60 days. Here is why the difference matters for P&L forecasting.
