Hardware/Software Co-Design frames your device or platform as one emergent system: silicon, firmware, OS, applications, and interfaces all designed together instead of fighting each other in production.
Ontomics works across layers so that constraints, timing, and behavior line up, especially in bio-inspired and sensing-heavy environments where the usual “stack” model breaks.
Keywords: hardware software codesign, embedded systems architecture, full-stack device design, bio-inspired interfaces, cross-layer systems.