Blaize Holdings, Inc., an edge AI computing pioneer, announced that its edge AI platform will be deployed across more than 250,000 intelligent surveillance endpoints beginning in Q2 2025 and continuing through 2026 — supporting a national-scale transformation of real-time smart infrastructure across Southeast Asia through a scalable, hybrid AI deployment.
The total value of the contracted purchase order is approximately $56 million, with $6 million in initial revenue expected to be recognized across Q2 and Q3 of fiscal 2025.
Adoption of real-world AI
The solution’s hybrid AI architecture enables seamless coordination between edge inference and centralized analytics
This deployment represents a pivotal milestone in the adoption of real-world AI, delivering edge-native intelligence for urban infrastructure, traffic monitoring, and public safety applications.
The solution’s hybrid AI architecture enables seamless coordination between edge inference and centralized analytics — essential for dynamic urban environments.
Blaize’s Graph Streaming Processor (GSP) and multimodal inference architecture were central to the selection, enabling efficient, scalable analytics across mission-critical workloads.
Blaize’s edge AI platform
“Blaize’s edge AI platform gave us exactly what we needed to accelerate our next-generation public safety deployments — powerful multimodal processing, seamless integration, and real-time performance,” said a senior advisor to a Southeast Asia smart infrastructure initiative, adding “Its ability to handle multiple sensor types and data streams on a single, efficient system was unmatched.”
Blaize systems' core smart infrastructure
Initial deployment starts in Q2 2025 with continued expansion through 2026. Blaize systems are powering core smart infrastructure use cases, including:
- Traffic management and incident response
- License plate recognition (LPR)
- Speed and behavioral analytics
- Multimodal sensor fusion at the edge
Next wave of intelligent systems
“This is proof that real-world AI transformation is happening now,” said Dinakar Munagala, Co-Founder and CEO of Blaize.
He adds, “It reflects the strength of our technology and validates our approach to purpose-built, hybrid AI at the physical edge — bringing together edge inference and centralized intelligence to deliver meaningful outcomes. Blaize is proud to support the infrastructure powering this next wave of intelligent systems across rapidly growing smart city ecosystems.”
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