7 October 2026International edition
Vol. I · No.
7 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Glossary

What is bio-based leather in fashion?

A leather alternative made wholly or partly from biological feedstocks such as plants, fungi or agricultural waste, rather than animal hides.

In short

Bio-based leather is a material designed to look and perform like leather but made wholly or partly from biological sources, such as fungi, plants or agricultural by-products, instead of animal skin. Many versions combine bio-based content with synthetic coatings or backings to achieve durability.

How does it work in practice?

Producers start from a biological feedstock, for example mycelium grown on organic substrates, fibres from plant leaves, or pulp from food industry waste. This is processed into a sheet, then often combined with a textile backing and finished with a coating that provides abrasion resistance, colour and grain. The share of bio-based content can differ greatly between products that are marketed in similar terms.

  • Mycelium-based materials grown from fungi
  • Plant-fibre and agricultural-waste composites
  • Partly bio-based polyurethane coatings on textile backings

Why does it matter for fashion businesses?

Bio-based leathers allow brands to offer animal-free products and explore new material stories in accessories and footwear. For buyers and product teams, the key questions are performance, cost, minimum quantities and consistent supply. The term is also sensitive from a claims perspective: calling a material "vegan" or "plant-based" says nothing about its plastic content or end-of-life options, and regulators and consumers increasingly expect precise, evidenced wording.

How is AI changing it?

Material science teams use machine learning to screen formulations and predict properties such as tensile strength and flexibility, shortening development cycles. In brands, AI-supported material libraries help compare test results across suppliers. Life cycle assessment tools also use data models to estimate impacts, although results depend on the quality of the underlying data.

Common pitfalls

Common risks include underestimating durability testing, relying on supplier marketing instead of independent test reports, and making broad environmental claims without a life cycle assessment. Clear disclosure of the full composition, including any synthetic parts, protects brand credibility.

Frequently asked questions

Is bio-based leather plastic-free?

Not necessarily. Many bio-based leathers use synthetic coatings, binders or backings to achieve the required performance, so the full composition should be checked before making claims.

Is bio-based leather the same as vegan leather?

Vegan leather simply means no animal materials are used, which includes fully synthetic polyurethane or PVC. Bio-based leather specifically refers to materials that contain biological feedstocks.

All terms