Google Cloud-aligned platform for low-latency real-time inference, enterprise deployment, and global distribution readiness. Repository-backed implementation, validated hardware stack, and cloud-to-edge architecture for production workloads.
Enterprise AI deployment is fundamentally shifting from centralized experimentation to distributed inference. Production environments demand low-latency, deterministic local processing that cloud-only architectures cannot sustain.
Designed specifically for private, sovereign, and telco-adjacent environments, this platform bridges the gap between centralized cloud orchestration (GCP) and deterministic, real-time edge execution (NVIDIA + Hailo).
Predictable sub-10ms latency for mission-critical workloads.
Local processing ensures total data privacy and compliance.
Cloud-orchestrated lifecycle management at global scale.
Engineered for sustained operation under high SSD I/O.
| Parameter | SynQ AI Axiom (NPU Hailo-8) | Standard Approach (Baseline GPU) |
|---|---|---|
| Performance (FPS) | 396.8 FPS (YOLOv8s) | ~110–140 FPS (drops under I/O pressure) |
| Latency | 9.53 ms (real-time) | >15 ms (aggregate latency) |
| SSD Write Throughput | 1.1 GB/s sustained | Unstable under GPU load |
| Power Consumption | 5.22 W average | 10–15 W (higher thermal load) |
| Hardware Resource Model | Heterogeneous: NPU + TPU + GPU | Integrated GPU only |
The system has completed full hardware validation. A JetPack 6.0-based Golden Image has been prepared and is ready for immediate production deployment in critical infrastructure environments. The integrated Google Coral TPU module provides additional reserve compute capacity for background security workloads such as face recognition and audio analytics without loading primary inference channels.
Structured for fleet-scale rollout and centralized management.
Cloud Control Plane & Marketplace Distribution
Fleet Management & Secure Data Pipelines
Production Deployment Model
13 Registered & Published Trademarks safeguarding our infrastructure and algorithms under UK Law.
This solution is strictly aligned for distribution through the Google Cloud Marketplace and partner ecosystem. Enterprise customers can seamlessly adopt this platform through existing, approved procurement paths.
By circumventing fragmented hardware sales, this architecture establishes a scalable go-to-market motion. This is not just a technical stack—it is a distribution-ready infrastructure layer.
Streamlined Enterprise Procurement
Deploy models locally in highly secure, air-gapped, or strictly regulated environments. Ensures total data sovereignty while maintaining low-latency execution.
Process multiple high-definition video streams locally. Drastically reduces bandwidth costs and ensures deterministic processing for critical municipal analytics.
Integrate inference directly into 5G/MEC nodes. Enables hyper-local processing for latency-sensitive applications requiring scalable, automated rollouts.
The platform is prepared for comprehensive ecosystem alignment across edge compute provisioning, cloud orchestration, and enterprise procurement channels.