Autonomous waste management systems at a municipal level that use quantum-enhanced AI to analyze and sort waste streams in real-time with unparalleled accuracy. AWSS could optimize resource recovery, reducing landfill waste and creating closed-loop manufacturing opportunities by identifying valuable materials for reuse or recycling. Quantum optimized sorting allows for the separation of even the most complex mixed material streams, vastly improving current recycling rates.