Phase-change materials for resilient refrigeration.
Decentralized ledgers for provenance tracking.
Frameworks ensuring farmer data ownership.
Recommendation engines for input and practice decisions.
Auditable AI to prevent lending bias.
Multi-task robots for harvesting and crop care.
Robots and drones for food distribution.
Cultivating meat and dairy from cells.
Optimization engines for temperature-constrained logistics.
Deep learning for pest and disease detection.
Standardized climate and ecosystem impact disclosures.
Distributed sensing of soil, microclimate, and equipment.
Security for connected food infrastructure.
Upcycling surplus into new products and inputs.
Optical sensors for internal quality detection.
Retail-facing metrics for nutritional externalities.
AI models to match supply with volatile demand.
Microbial production of proteins and functional compounds.
Monitoring, reporting, and verification for soil and biodiversity.
Socio-technical systems for labor shifts in agri-food.
Packaging with embedded sensors and preservatives.
Compliant manipulators for delicate produce.
Virtual replicas for logistics simulation.
High-density urban controlled agriculture.
