Biodesign & AI: How AI and Machine Learning Are Accelerating Bio-Based Innovation

This month, we’re diving into one of the most powerful convergences in sustainable innovation today: Biodesign and AI

From plastic-eating enzymes to protein-based textiles, AI is radically accelerating how we discover, design, and scale with biology – and reshaping the role of almost everyone from scientists to designers in the process.

Our latest deep dive explores:

• How generative models like AlphaFold and Cradle are redefining protein and material design

• What this means for biodesigners, material scientists, and systems thinkers

• The real limitations of AI in biology—and how to design around them

• How this shift could rewire entire industries, from fashion to recycling

Read the full report below

Whether you’re designing enzymes, ecosystems, or end-of-life materials, the landscape is changing fast, and we are only seeing the start of the impact AI will have.

Warmly,
Ariyana Rayatt

Founder of House of BioDesign

_{Please don’t copy, share, or reuse without permission.}