Case Studies

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Latest case

ManufacturingJune 5, 20262 min read

Cutting time-to-root-cause from 11 days to 38 minutes

How a Tier-1 automotive supplier rebuilt its anomaly response loop on private AI, without changing a single line of MES code.

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Cutting time-to-root-cause from 11 days to 38 minutes

ManufacturingMay 18, 20261 min read

Cutting mold-changeover time from 4.5 hours to 97 minutes

How a global top-3 footwear group systematized frontline changeover know-how with private AI, so new operators reach experienced-worker performance within three months.

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Knowledge TransferApril 28, 20261 min read

Turning 20 years of R&D documents into a knowledge base researchers can query

How a multinational generics manufacturer let every researcher query across two decades of internal R&D knowledge in 90 seconds, without a single byte leaving the network.

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