Technology and AI driven systems that monitors and assesses workers' adherence to optimized productivity protocols and ethical guidelines within the supply chain. The compliance platform provides feedback prompting changes immediately should any protocols be broken. The system alerts managers to non-compliance, ensuring adherence to performance enhancing protocols.