COO | Co-Founder (acting CTO and CDAO)
Applied mathematician (MSc Computer Science and Applied Mathematics, ENSIMAG); 20 years building software and data systems, 15 of them in risk and trading for global financial institutions
COO and co-founder of TetriXX AI, acting CTO and CDAO. An applied mathematician (MSc Computer Science and Applied Mathematics, ENSIMAG), she has spent 20 years building software and data systems, 15 of them in risk and trading for global financial institutions across Europe and Asia.
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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 · 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 · 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.
September 14, 2026 · Emilie Annweiler · 6 min read
Freight costs move in the spot market today. Your invoice arrives weeks later. Here is how the M1, M2, and M3 invoice lag model explains the gap, and why it matters for your budget.
April 4, 2025 · Emilie Annweiler · 4 min read
Legacy ERP systems promise integration but often block it. On data silos, the rigidity-versus-agility paradox, and pairing ERP with specialised AI agents.
February 13, 2025 · Emilie Annweiler · 4 min read
AI sharpens forecasting and automates procurement, but it can also encode bias. How to spot biased algorithms and the strategies that mitigate them.
January 31, 2025 · Emilie Annweiler · 3 min read
AI in supply chain management: predictive analytics that cut waste, automation that lifts warehouse and route efficiency, and what Amazon, Walmart and UPS actually run today.
March 19, 2024 · Emilie Annweiler · 6 min read
The Last Mile decides whether supply chain succeeds: cost, emissions, infrastructure and area density - and the analytics and optimisation tools that help.
March 4, 2024 · Emilie Annweiler · 10 min read
End-to-end traceability in supply chain: what it covers - item of interest, start of journey, point of use, point of transformation, end of journey - and the four reasons it fails.
January 21, 2024 · Emilie Annweiler · 12 min read
Digital transformation in supply chain management: the three reasons enterprises take it on, the seven pillars a programme rests on, why efforts fail, and what makes them succeed, from TetriXX AI.
January 20, 2024 · Emilie Annweiler · 3 min read
Supply chain data strategy rests on six elements: governance, data collection and integration, predictive modelling, security and privacy, scalable cloud infrastructure, and continuous improvement.