An Austin, Texas-based deep-tech logistics startup is engineering an entirely new category of urban delivery infrastructure: a network of underground pipes through which autonomous robotic pods travel at high speeds to deliver food, groceries, and everyday goods directly to pickup kiosks, drive-through windows, and building portals all within minutes, at near-zero emissions, and for a fraction of the cost of traditional last-mile delivery. The company has successfully deployed its system at commercial quick-service restaurant locations and piloted a multi-block urban underground network, proving that below-ground autonomous logistics can be rapidly installed and commercially operated at scale. TaxTaker was engaged to identify qualifying R&D activities embedded in the company's ambitious engineering program.

TaxTaker's engineers worked with the company's mechanical, software, and robotics teams to document qualifying research activities spanning autonomous robot navigation and localization system development, underground pipe infrastructure design and rapid installation process engineering, above-ground portal kiosk hardware and embedded software development, fleet management and delivery dispatch algorithm development, and integration engineering for restaurant and retail point-of-sale systems. The inherently experimental nature of developing robotics hardware for novel constrained physical environments combined with iterative software development for autonomous control systems provided strong support for R&D credit qualification across multiple disciplines.

The credit analysis identified $134,600 in qualifying federal R&D expenditures and $22,300 in state-level eligible costs, producing a combined R&D Tax Credit of approximately $145,200. These credits offered meaningful financial leverage for a capital-intensive hardware startup, helping to offset engineering costs as the company expanded from its initial restaurant deployments toward its longer-term goal of connecting entire city neighborhoods with a city-wide underground delivery backbone.