White Paper

The Physics of Speed: How Iteration Velocity Defines Market Leaders

This paper examines the fundamental shift occurring in electronics R&D—where competitive advantage no longer comes from perfect first designs, but from rapid iteration cycles that compress learning curves. Through analysis of current development workflows and emerging automation capabilities, it reveals why teams achieving 10x iteration throughput are redefining what's possible in hardware innovation. The findings challenge conventional assumptions about R&D resource allocation and demonstrate how physics-based validation enables continuous prototyping without proportional headcount increases.

Key Takeaways

  • Understand why iteration velocity has become the primary predictor of R&D success in complex electronics
  • Discover how leading teams achieve 5-10x more design candidates without expanding engineering staff
  • Learn the three workflow constraints that separate iterative leaders from traditional development teams
  • Identify specific metrics that reveal whether your R&D process matches or lags market-leading iteration rates
  • Evaluate how physics-based validation eliminates the traditional speed-quality tradeoff in hardware development

The Physics of Speed: How Iteration Velocity Defines Market Leaders