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Insights on supply chain intelligence, freight automation, and ESG from the TetriXX AI team.

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February 21, 2025 · Emilie Annweiler · 3 min read

#15: AI ROI and Data Quality in Supply Chain Management

Supply Chain, AI, Logistics, Data, Invoice Automation

AI in supply chain management pays back only on clean data: how AI lifts ROI, why silos and inconsistent formats undermine it, and the governance and pilot approach that balances the two.

January 7, 2025 · Arnaud Rastoul · 3 min read

#11: AI Hallucination in Freight Invoice Auditing

Supply Chain, AI, Logistics, Invoice Automation

AI hallucination in freight invoice auditing: why LLMs invent numbers on unstandardised freight data, and how fine-tuned models, algorithmic rules and human review keep audit outputs reliable.

October 25, 2024 · Maryam El Yaagoubi · 2 min read

#10: Manual Invoice Errors in Maritime Freight Auditing

Supply Chain, Logistics, Invoice Automation

Maritime freight still runs on hand-filled spreadsheets and paper invoices. How an 18-cent error per invoice compounds into a 3.6% hit on freight spend.