Q01 · AI & AgentsAssess▲ AcceleratingHorizon: 12-18 mo

Generative Design for Engineering

AI generating and optimising component and product designs against constraints.

Generative design tools are producing genuinely novel, manufacturable component geometries that outperform human-first designs on weight and material-use objectives — adoption is gated more by validation and certification processes than by the technology itself.

Signals behind this placement

  • —Generative tools are producing manufacturable geometries that outperform human-first designs on weight and material use.
  • —Adoption is gated by validation and certification processes rather than by the technology.

Sequencing

Builds on Industrial Digital Twins

Generative Creation across other industries

Generative models producing novel designs, content or biological sequences at scale.

R&D

From the Manufacturing & Industrial Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.

An independent, industry-agnostic radar curated by Shailesh Kumar.