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Observ™
— Inference Engine
Deploy Vision Models and VLMs at scale for real-time, context-aware perception & reasoning

Capabilities

Production-Grade, Real-Time Video Intelligence
Harness robust industry-leading AI to run live inference on CCTV, RTSP, and multi-camera streams for real-world environments.

Automation-Ready
Structured Outputs
Generate consistent JSON alerts through open APIs, enabling seamless integration with your existing dashboards, workflows, and reporting systems.

Customizable Rules &
VLM Reasoning
Tailor event rules to your operational needs while leveraging multimodal VLM reasoning for audits, safety checks, and facility monitoring.

Scalable Edge Management
with OTA
Streamline your operations with efficient edge management and hassle-free OTA updates.
Complete Full-Stack Pipeline for Physical AI
Simulate environments, fine-tune AI models, and deploy real-time reasoning — all in one unified stack.

Unlock Real-Time Intelligence with Observ.
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