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Durance AI Joins the Siemens Cre8Ventures Digital Twin Marketplace

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We are pleased to announce that Durance AI has joined the Siemens Cre8Ventures Digital Twin Marketplace.

Durance AI is developing a next-generation neuromorphic vision processor designed specifically for autonomous mobile systems — including dual-use drones and Autonomous Mobile Robots (AMR).

The Problem: AI Is Power-Hungry

Deploying advanced AI in autonomous mobile systems remains a structural challenge.

Battery-powered platforms face a harsh trade-off: more AI capability often means dramatically reduced mission time

Running conventional AI on small drones can reduce flight time by around 50%. In GNSS-denied or contested environments, where onboard intelligence must replace external positioning systems, this becomes mission-critical.

Power efficiency is not a “nice to have”. It determines whether autonomy is viable.

What Durance AI Does Durance AI designs ultra-efficient edge AI hardware using neuromorphic computing architecture.

Their proprietary SPU (Spiking Processing Unit) enables:

  • ~100x improvement in energy per inference
  • Real-time multi-target object detection
  • ~500 mW power consumption
  • ~20 TOPS compute performance

Unlike conventional accelerators, their architecture is optimised for event-based vision sensors, delivering:

  • Very low latency
  • Very low power consumption
  • High dynamic range
  • No motion blur

This places Durance AI in a rare performance envelope:

Compute >10 TOPS at <1W power.

In short: advanced vision intelligence without destroying battery life.

Why This Matters for GNSS-Denied Navigation & Perception

Within our first-of-a-kind sovereign GNSS-deprived Navigation & Perception subsystem, perception is foundational.

The primary risks in autonomous systems today are not mechanical. They are integration and subsystem risks:

  • Navigation Drift – drift under GNSS denial
  • Latency Coupling – delays within sensor fusion pipelines
  • Power & Thermal Constraints – SWaP limitations in autonomous platforms
  • Security Boundaries – protecting interfaces across subsystems

Durance AI strengthens the perception layer of this architecture.

Their technology directly supports:

  • Low-latency visual-inertial odometry
  • SLAM-based autonomous navigation
  • Multi-object detection in high-resolution imagery
  • Vision-based swarm intelligence

For dual-use drones and AMRs operating in contested or GPS-deprived environments, this capability enhances mission resilience while preserving endurance.

Sovereign Impact and EU Chips Act Alignment

The EU Chips Act emphasises:

  • Strengthening European semiconductor capability
  • Supporting deep-tech start-ups
  • Building resilient sovereign supply chains

Durance AI contributes to these objectives through three areas:

1. European Neuromorphic Semiconductor IP

Their SPLEAT neuromorphic IP is based on exclusive academic licensing and demonstrated through FPGA platforms.

2. Energy-Efficient Edge Compute for Strategic Domains

Drones, robotics, automotive and defence are sectors where energy-efficient AI compute is strategically critical.

3. Subsystem-Level Sovereign Integration

By integrating Durance AI into a transparent subsystem-level validation environment, reliance on opaque non-European AI hardware can be reduced.

This strengthens European capability at both the silicon level and system level.

Strengthening the Dual-Use Drone & AMR Campaign

The integration challenge in autonomy is increasingly about:

  • Compute efficiency
  • Sensor fusion latency
  • Thermal and power trade-offs
  • Mission-level validation before fabrication

Durance AI enhances the ecosystem by delivering:

  • Advanced neuromorphic perception
  • Swarm-ready visual intelligence
  • Ultra-low-power AI compute
  • Integration-ready subsystem capability

This directly enriches the sovereign GNSS-deprived navigation and perception initiative.

Looking Ahead

Durance AI’s participation in upcoming sovereign GNSS-denied workshops will provide defence organisations, industrial automation leaders and autonomy innovators with:

  • Transparent insight into neuromorphic edge AI
  • Quantified subsystem trade-offs
  • Evidence-backed integration evaluation before silicon and flight

We welcome Durance AI to the Digital Twin Marketplace and look forward to advancing sovereign autonomy together.

Carson Bradbury
Director - EU Chips Act & Co-founder Siemens Cre8Ventures

I'm passionate about fostering growth in deep-tech startups and corporate ventures. With a background in both corporate and entrepreneurial environments, I've successfully led initiatives across diverse regions, including the UK, Europe, Israel, and India. My focus is on connecting technology ecosystems and driving strategic partnerships that align with Siemens' vision of shaping the future through innovation and collaboration.

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This article first appeared on the Siemens Digital Industries Software blog at https://blogs.sw.siemens.com/cre8ventures/2026/03/10/durance-ai-joins-the-siemens-cre8ventures-digital-twin-marketplace/