Products and Custom Hardware

Infrastructure, vision, and intelligence products, including purpose-built hardware systems. Available cloud-hosted or deployed on your own hardware.

CloudBYOD (Bring Your Own Device/Hardware)Cloud + BYOD
Smart Camera System

Smart Camera System

Computer vision from edge to cloud

Cloud + BYOD

Custom smart camera hardware built on Raspberry Pi, paired with cloud or on-device ML inference. Designed for real-time quality control, inspection, and monitoring. Proven in production on the Vosíme pizza quality line - every pizza off the oven evaluated automatically.

  • Custom-designed Pi-based camera hardware
  • Sony IMX477 HQ sensor, 12.3 MP
  • Real-time ML inference < 80 ms
  • Cloud dashboard and alerting
  • Order system and ERP integration
  • Automated claim and exception processing

Hardware Specifications

ComputeRaspberry Pi CM4 / Pi 5
Image SensorSony IMX477 (HQ Camera)
Resolution12.3 MP
Sensor Size1/2.3" (7.9 mm diagonal)
Back-IlluminatedYes (BSI)
Lens MountC/CS-mount interchangeable
Frame RateUp to 120 fps @ 1080p
Inference Latency< 80 ms (on-device)
Local AI Infrastructure

Local AI Infrastructure

Enterprise AI on NVIDIA DGX Spark without the cloud lock-in

BYOD

A turnkey package for deploying AI capabilities on your own hardware featuring NVIDIA DGX Spark. Includes model serving, API gateway, autonomous agent integrations, and specific workflow automation options. Runs fully air-gapped or hybrid. No usage quotas, no data leaving your premises.

  • On-premises local server (1 to 4 DGX Sparks)
  • Autonomous agent and connector integration
  • Specific workflow automation options
  • Grafana + Prometheus observability stack
  • Kubernetes-native deployment
Live Stack View
DGX Spark #1
GLM 4.7 · 128 GB
DGX Spark #2
Llama 3.3 70B · 128 GB
Orchestrator
k8s · n8n · API GW
NAS · 60 TB
ZFS RAID-Z2 · 10 GbE
Pi 5 Cluster · 10 nodes
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12U rack · PoE+ · 10 GbE · UPS

Enthusiast Infra Package

Self-hosted AI lab — owned outright, no subscriptions

BYOD

A complete on-premises AI stack: 2× NVIDIA DGX Spark running GLM 4.7 and Llama 3.3 around the clock, 60 TB local NAS, an orchestrator node, and 10 Raspberry Pi 5 worker nodes for distributed scraping and agentic workflows. Designed for power users and business owners who want full data sovereignty.

  • 2× NVIDIA DGX Spark for 24/7 GLM 4.7 + Llama 3.3 70B inference
  • 60 TB local NAS with ZFS RAID-Z2 and S3 API
  • 10× Raspberry Pi 5 for scraping and agentic tasks
  • Kubernetes-orchestrated automation with n8n pipelines
  • No cloud dependency — full data sovereignty
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Workflow Automation

Connect your stack, cut the manual work

Cloud + BYOD

End-to-end automation layer that connects internal tools, APIs, and data pipelines. Event-driven, no vendor lock-in. Handles everything from data ingestion to reporting.

  • Custom integrations for any API
  • Event-driven pipeline orchestration
  • Real-time monitoring and alerts
  • Low-code configuration for business rules
  • Audit logging and compliance
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Custom Agentic Solutions

AI agents tailored to your domain

Cloud + BYOD

Purpose-built AI agents that operate autonomously within your workflows. Whether executing complex workflow automation, research, data extraction, or decision support, we design, train, and deploy agents that fit your distinct engineering and business processes.

  • Domain-specific agent design
  • Advanced workflow automation
  • Tool and API integrations
  • Human-in-the-loop controls
  • Multi-agent orchestration