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Observ
Inference engine for deploying vision models and VLMs at scale, providing real-time context-aware perception and reasoning with production-grade video intelligence, structured J...
What is Observ?
Inference engine for deploying vision models and VLMs at scale, providing real-time context-aware perception and reasoning with production-grade video intelligence, structured JSON outputs, customizable rules, and scalable edge management with OTA updates.
Product typeEdge AI
Pricing$15 per stream/month · Subscription, Usage Based
DeploymentSelf-hosted
APINot available
What teams use Observ for
Real-time video analytics and anomaly detection
Landfill fire risk monitoring
Petrochemical plant inspection automation
Industrial safety compliance monitoring
Smart city infrastructure monitoring
Integrations and access
Platforms, integrations, and language support vary by plan and region. Confirm final requirements with the vendor.
Platforms
IntegrationsAPI and webhooks
Languages
Support
What reviewers say
Community reviewsReviews are owned and editable by their authors.
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Enterprise readiness
Compliance claims are normalized from current vendor documentation and independently reviewed by SOTA2.
Enhanced security compliance (Enterprise plan)
Data retention:
Benchmarks and comparisons
Independent benchmarksStructured task results are being verified.
Side-by-side comparisonsComparison workspaces will be available in a later release.
