Cadence Design Systems, Inc. in 4 stories

Hyperscalers are turning proprietary AI accelerators from side projects into a direct challenge to merchant GPUs.

Cadence benefits as hyperscalers and their partners spend more on designing, verifying and packaging complex custom chips.

Headline profitability masks a widening divide between durable margins and temporary accounting optics.

Recurring semiconductor-design software revenue and high switching costs create structurally stronger margins than those produced by temporary cost cuts.

A historic AI spending boom lifts the entire stack—but valuations increasingly assume flawless adoption and returns.

Cadence provides chip-design software and intellectual property that benefit from increasingly complex AI processors, custom silicon and advanced packaging.

AI compute is only as useful as the high-bandwidth memory feeding it.

Cadence provides HBM interface IP and 3D-IC design, verification and thermal-analysis tools used to integrate stacked memory with AI accelerators.