TestFit

De-risk and optimize construction and real estate projects with actionable AI intelligence and management tools.

Aichitect is an AI-powered platform designed to transform workflows in the construction and real estate development sector. It enables developers, consultants, and agencies to proactively manage project risk, sustainability, and efficiency at every stage, from land search and urban planning to build completion and compliance. The system offers real-time feasibility studies, performance analytics, outcome prediction, and sustainability benchmarks to guide investment and design decisions, reduce costly mistakes, and ensure projects meet regulatory and environmental standards. With modules supporting planning, permitting, delivery, and performance monitoring, Aichitect helps clients and their partners move faster with greater certainty—turning fragmented, high-risk workflows into streamlined, data-driven processes for better project outcomes.

Autonomous platform retrofitting heavy earthmoving equipment to operate independently for mining, site prep, and infrastructure work

AIM Intelligent Machines is a Seattle-area autonomous platform company founded in 2021 that retrofits heavy earthmoving machinery—including bulldozers, excavators, dozers, loaders, and skid steers—to operate completely autonomously. The platform represents the first embodied AI system designed specifically for earthmoving operations, combining sensor technology from autonomous vehicles with a proprietary software stack built exclusively for construction and mining applications. AIM's plug-and-play retrofit solution works with equipment regardless of make, model, size, or age, using LiDAR sensors and edge compute systems to create real-time 3D maps and autonomously handle dig, haul, plow, fill, and level operations without human operators in the vehicle. A remote supervision platform enables one operator to manage an entire site of autonomous equipment, dramatically improving safety and productivity. The company raised $50M in Series A funding (June 2025) from top-tier investors including Khosla Ventures, General Catalyst, and others. AIM's technology transforms high-risk environments by creating zero-entry worksites where personnel are never near earthmoving equipment, significantly reducing workplace hazards. The company is built by engineers with experience at Waymo, SpaceX, Google, Stripe, Tesla, and Apple. Initial deployments span construction and mining operations across the U.S. and Australia, with applications in highway demolition, wind turbine foundation work, residential site grading, and solar farm pile driving. AIM projects expanding autonomous earthmoving capabilities to terraforming applications on Earth and eventually other planets.

AI-native platform for site intelligence, feasibility, and planning across the built world.

Built for teams shaping the built world, Anori helps developers, cities, architects, investors, and underwriters analyze sites, test feasibility, and review planning context faster. It brings fragmented information into one workflow so teams can move from early questions to clearer decisions with less manual research. The product fits early-stage development and planning work where speed, context, and cross-functional collaboration matter.