Processes

Perform research and development

How perform research and development are reshaped as AGI capability advances.

ProcessesPerform research and development
Perform research and development — illustrated

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

Perform research and development sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Perform research and development inherits.

Where Perform research and development sits

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How the work flows

Trigger: A strategic product mandate, market gap analysis, or emerging technology trend initiates the need for new vehicle systems or capabilities.

  1. Identify technology gaps and market trends
  2. Formulate R&D proposals and secure funding
  3. Conduct applied research and digital simulations
  4. Develop physical prototypes and proof-of-concept models
  5. Test prototypes against safety, performance, and emissions standards
  6. Refine designs based on testing feedback
  7. Transition validated technologies to product engineering

Outcome: Validated technologies and finalized component specifications are successfully transitioned to product engineering for mass production.

Measured by

Time To MarketR&D Return On InvestmentPrototype Iteration CountPatent Filing Rate