Hive, a London and Norway-based physical AI company, has raised $15 million in Seed funding. The company builds a machine-agnostic AI platform that retrofits existing industrial machinery such as wheel loaders, forklifts, excavators, and haulers with autonomous capabilities. The capital will scale deployments, expand the founding team, and advance its silicon brain platform.
Physical AI Funding Gains Momentum
The timing aligns with broader investor interest in physical AI for industry. Bedrock Robotics raised $270 million in Series B in February 2026, while AIM Intelligent Machines secured a $50 million round in June 2025. Hive differentiates by offering a single platform that works across multiple machine types and industries rather than specializing in one category.
Labor Shortages Drive Retrofit Demand
Construction, mining, and logistics sectors face acute operator shortages that limit 24/7 operations. Current solutions often require new equipment purchases or lengthy OEM integrations. Hive targets an 80% reduction in productive machine-hour costs through autonomy delivered as a service.
Silicon Brain Enables Cross-Machine Autonomy
Hive installs its AI module and sensors on existing fleets in days. The same intelligence layer coordinates multiple machines from one remote supervision console, learning continuously from every shift. This approach contrasts with competitors that build purpose-specific systems for single machine categories.
Output-Based Model Sells Work Hours
As CEO Christoffer Jørgensvaag noted:
"The only thing we're delivering is output, one work hour or one shift on any machine, any brand, any machine type that you might have."
The model reduces customer risk by charging for results instead of technology licenses.
Climate and Tech Investors Back Platform
SuperSeed led the round with participation from Veriten, Skyfall Ventures, and Nysnø Climate Investments. The syndicate combines deep tech expertise with climate-focused capital, signaling conviction in autonomy as a route to lower emissions through higher utilization of existing assets.
Autonomous Equipment Market Expands Rapidly
The autonomous construction equipment market is projected to grow from $16.43 billion in 2025 to $35.22 billion by 2034. The autonomous mining equipment segment is expected to reach $9.5 billion by 2034. Structural drivers include infrastructure spending, safety regulations, and AI advances that enable generalization across machine types.
Hive competes with Bedrock Robotics, which has raised over $350 million and is being acquired by Caterpillar, and AIM Intelligent Machines, which has raised $91.1 million total.