Making off-road autonomy reliable.

Founded:
2023
Tech
Autonomous Systems
Forward.one entry point:
Lead investor at seed
Headquarters
Munich, Germany

The Challenge

Autonomy works in controlled environments. However, it fails in the real world.

Off-road industries like agriculture, construction, mining, and defense, operate in unstructured, unpredictable terrain. Edge cases are the norm. Reliable perception, real-time AI deployment on edge devices, and safety-critical software certification remain the key bottlenecks preventing large-scale adoption.

Labor shortages and operational pressure are accelerating demand. But without robust perception and compute efficiency, autonomy cannot scale.

driveblocks was founded to solve this constraint.

FORWARD.one involvement

We led the seed round because driveblocks address the hardest problem in off-road automation: perception that works everywhere.

The team has developed an environment-agnostic foundational AI model, trained on cross-vertical data and multiple sensor modalities. It runs as a lean architecture on ruggedized, off-the-shelf certified hardware. This reduces compute load, power consumption, and system complexity. By operating across agriculture, construction, mining, and defense, the model learns from diverse edge cases and becomes more robust with every deployment.

This fits squarely within our deeptech thesis: hardware-software integration at the edge, industrial AI with real deployment pull, and defensible technical architecture. We support driveblocks with capital and guidance on dual go-to-market strategy; balancing defense applications with commercial OEM partnerships, and with building out its first commercial leadership hires.

“Reliable perception, deployment of AI functionalities on edge devices capabilities to operate software in safety critical environments are the limiting factors for off-road autonomy. This investment allows us to move from pilots to production deployments in close collaboration with our customers and accelerate our roadmap to autonomous solutions for applications requiring safety-certification.”

Dr. Alexander Wischnewski

CEO & Co-founder

Automation is inevitable. Reliability is not. The winners in autonomy will be those who solve perception under pressure in all kinds of environments. driveblocks builds the AI infrastructure for machines that feed, build, and protect our world.

Results

Driveblocks is building long-term autonomy infrastructure:

  • Partnerships with leading OEMs and system integrators across agriculture, construction, mining, and defense.
  • Production-oriented deployments, focused on durable integration rather than short-term pilots.
  • Advanced multi-modal perception stack, optimized for harsh, safety-critical environments.
  • Active negotiations for multi-year agreements with major industrial OEMs, reflecting strong commercial validation.

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