Articles
Ideas from the Awiros blog
Perspectives on computer vision, AI platforms and the real-world deployments shaping Industry 4.0, published straight from our newsletter.
12 November 2026 · 12 min readOps analytics from an event stream: Kafka into ClickHouse without losing or double counting alertsFollowing one illustrative night shift of alerts from Kafka into ClickHouse: where a batch consumer silently loses events, where it double counts them, and what to watch.
5 November 2026 · 3 min readThe World Is Generating More Data Than We Can UnderstandWhy the future of computer vision lies in turning visual data into actionable intelligence.Book a demo
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