Team Marvel Arshia Mitra Ananth Adiga Chiraag Thakur Prathmesh Dahikar Sustainable E-commerce through Artificial Intelligence Targets Intelligent Packaging Design compact and lightweight hexagonal intelligent biodegradable packaging with detachable sensors to detect defects (minimising returns), and efficient space usage, while also functioning as end-use products, such as packaging that can be repurposed for saplings. Machine Maintenance Monitoring Implement Industrial IoT Systems to identify equipment and vehicle failure trends in the warehouse using predictive machine learning algorithms to generate alerts in anomalies, ensuring proactive maintenance to prevent breakdowns. Time-Efficient Returns Reverse logistics remain a high operating expense and are discouraged by firms. End to end circularity can only be achieved by route optimization and aggregating returns using AI-predictive analytics of consumer return patterns to make it cost-effective to scale. KPIs Packaging per Package Reduce average weight and volume percentage of packaging per package delivered to consequently reduce delivery costs and time. Recyclability Fraction Increase the recyclability percentage by weight for each package and increase the number of packages repurposed for end use. Breakdown Costs The effectiveness of maintenance monitoring can be gauged from reductions in the sum of breakdown and maintenance costs, which are directly dependent on the quality and timeliness of the monitoring system. Average Cost per Return The average cost of each return to the logistics company consists primarily of the transportation cost and the customer dissatisfaction cost, both of which can be minimized by optimizing when and how returns are collected, across time horizons on the basis of spatial proximity. 2 Roadmap 6 Months 1 Year Internal Packaging Per Package Recyclability Fraction Breakdown Costs 2 Years Packaging Suppliers, Sensor Manufacturers Industry IoT Sensor Manufacturers Average Cost per Return DESCRIPTION In the short term (<1 year), the general KPI and implementation focus is on internal optimization, primarily investments and training expenses, which are highly controllable. The long-term (>1 year) goals involve external integration to build ecosystems and sustainability standards, while also enabling us to exploit our competitive advantage. Internal Industry, Competitors KEY Relevant Stakeholders Use AI to use optimal packaging material amounts Machine Maintenance Monitoring warehouse equipment Working with suppliers to create sustainable packaging materials Optimize reverse supply chain for pickups at different times Exploiting sustainability leadership by influencing regulation and discourse Build ecosystem to aggregate reverse logistics with industry 3 Thank You