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Applied AI·October 12, 2026·1 min read

Applied Materials Will Double Sales, Not Headcount, Thanks to AI

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A major industrial saying it can double revenue with flat headcount is the clearest signal yet that AI is being treated as labor leverage, not just tooling. If you run a scaled operation, your investors will start asking why your opex curve doesn’t look like this over the next few years.

Applied AI

Sources: Epic has delayed the release of an upcoming game, instructing developers to implement an "AI first" production model with "no more hand-written code"

Mandating “no more hand-written code” is a governance experiment, not just a tooling choice — Epic is testing whether a AAA pipeline can be rebuilt around AI as the default author. If this works even partially, creative orgs will feel pressure to redesign workflows, review, and IP policies around AI-native production rather than sprinkling assistants on top of legacy processes.