Logistics & Supply Chain

The logistics tech stack centers on visibility, optimization, and automation. Real-time visibility platforms track shipments across ocean, air, road, and rail using IoT sensors, carrier API integrations, and predictive ETA algorithms. Route optimization using AI reduces fuel costs, delivery times, and carbon emissions for last-mile and long-haul fleets. Warehouse management systems (WMS) orchestrate inventory, picking, packing, and shipping, with AI-powered demand forecasting reducing overstock and stockouts. Autonomous mobile robots (AMRs) handle goods-to-person picking in warehouses, achieving 2-3x productivity improvements over manual operations. Digital twins of supply chain networks enable scenario planning and resilience testing. Computer vision automates damage detection, package dimensioning, and loading optimization. Blockchain provides supply chain provenance and document authentication for cross-border trade.

Logistics technology applications span the entire supply chain. In warehouse operations, companies like Locus Robotics deploy autonomous mobile robots that guide human pickers through optimized routes, achieving 2-3x productivity gains without the massive capital expenditure of fixed automation. In freight matching, digital platforms use AI to match available truck capacity with shipments in real time, reducing empty miles (which currently account for 35% of truck miles driven in the US). In supply chain visibility, platforms like FourKites provide real-time tracking and predictive ETAs across multimodal shipments, enabling manufacturers and retailers to proactively manage exceptions rather than reacting to delays. In cold chain logistics, IoT sensors continuously monitor temperature, humidity, and shock throughout pharmaceutical and food shipments, ensuring regulatory compliance and reducing spoilage. In trade compliance, AI automates the classification, documentation, and screening required for cross-border shipments, reducing customs delays and compliance violations.

The global logistics and supply chain technology market is valued at over $30 billion and growing at 12%+ CAGR, driven by e-commerce fulfillment demand, supply chain resilience investments, and the integration of AI across every logistics function. The AI in supply chain market alone is projected to jump from $14 billion in 2025 to $50 billion by 2031. However, supply chain tech's share of global VC has dropped from 6-9% to 2-4% since 2023, reflecting a market that has matured past the pandemic-era supply chain crisis funding surge. Capital is now flowing toward AI-powered automation and visibility solutions rather than the asset-heavy logistics companies that characterized the previous wave.