Blaize Holdings and Taiwan-based rugged computing vendor Winmate have signed a strategic partnership agreement to integrate Blaize’s AI chips into Winmate platforms used in defence and critical infrastructure settings.
The companies said the deal includes an intent to close about US$15 million in business in the first year, with a three-year initial term and automatic renewal.
Under the partnership, Blaize’s industrial-grade AI processors will be incorporated into Winmate rugged systems including drones, handheld devices, vehicle-mounted units and embedded edge devices designed for harsh conditions such as heat, cold, dust, vibration and rough handling.
The companies positioned the collaboration as aimed at applications where cloud-based AI may be impractical due to limited connectivity, latency constraints or security requirements, enabling AI inference to run on-device at the edge.
Target use cases outlined by the companies include border security and surveillance, mobile command and control, drones and unmanned systems, monitoring for critical infrastructure such as power and ports, maritime domain awareness, and field healthcare diagnostics and decision support.
Blaize CEO Dinakar Munagala said customers in remote or operational environments “often can’t rely on the cloud” and need AI to run locally on deployed systems. Winmate chairman and CEO Ken Lu said the integration would add on-device AI to platforms deployed in locations such as naval vessels, border outposts, industrial sites and disaster zones.
The press release cited BCC Research projections that the global edge AI market will grow from US$11.8 billion in 2025 to US$56.8 billion by 2030, driven by demand for AI that can run on equipment without sending sensitive data over public networks.
