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The 2026 Embedded Online Conference

The Data Problem Slowing Down Semiconductor Adoption

Michael LazarenkoMichael Lazarenko April 27, 2026

Silicon is shipping faster than ever. Devices are not. The 18 to 36 month gap between a chip becoming available and a product reaching the market is now almost entirely software integration, written by hand, rewritten for every operating system and every safety target. The fix isn't more engineers or better tools. It's better data, and a shared way to describe how chips actually behave.


The Data Problem Slowing Down Semiconductor Adoption

Michael LazarenkoMichael Lazarenko April 27, 2026

Silicon is shipping faster than ever. Devices are not. The 18 to 36 month gap between a chip becoming available and a product reaching the market is now almost entirely software integration, written by hand, rewritten for every operating system and every safety target. The fix isn't more engineers or better tools. It's better data, and a shared way to describe how chips actually behave.


The 2026 Embedded Online Conference