The Network Journal

Field notes from the supply chain.

Working perspectives on supply chain data: how it moves, why it degrades, what to build instead.

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6 articles
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Keeping supplier product data current

Supplier product data falls out of date as soon as a static document is sent. A maintained record read at the point of use keeps the data current.

LinkXG17 April 2026
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Structured supplier data and AI adoption in supply chains

AI adoption in supply chain operations is limited by the shape of supplier data. Four properties describe the structure a model can actually read.

David Howe16 April 2026
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Verifiable supplier data on demand

Only 18% of organisations are very confident in supplier-reported data. The cause is the exchange shape, which changes when data is published and retrieved.

LinkXG15 April 2026
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Upstream data in electronics manufacturing supply chains

Electronics contract manufacturers run a separate traceability workflow for every OEM customer. Shared upstream data removes the re-collection cycle.

David Howe13 April 2026
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Seven principles of supply chain data sharing

Seven principles describe what supply chain data sharing demands, and why existing infrastructure falls short of them.

David Howe1 March 2026
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Why we built LinkXG

Supply chain data sharing degrades with every exchange. LinkXG is infrastructure that lets companies share product data once, with every trading partner.

David Howe10 February 2026
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