Cinegy has integration with an observation tool based on Grafana: https://open.cinegy.com/posts/2017-02-28-techcon2017-logging-and-analytics/#cloud-connectivity-to-avoid-customer-rollout-complexity https://open.cinegy.com/posts/2021-11-23-whatisnew-in-cinegyair21-9/#srt-telemetry-statistics
To observe signals and detect different issues you might use Cinegy Multiviewer. Cinegy Multiviewer is detecting events like frozen frames and is making notifications to different destinations e.g. Cinegy Telemetry (based on Grafana) server: https://open.cinegy.com/products/multiviewer/24.2/multiviewer/user-manual/installation-and-configuration/alarms-settings/#video-still-alert-settings https://open.cinegy.com/products/multiviewer/24.2/multiviewer/user-manual/installation-and-configuration/notification-settings/#telemetry-notifications
Also, the detection of dropped frames might be supported using API to drop frames detection as described here: https://open.cinegy.com/posts/2021-02-17-major-changes-in-cinegyair21-2/#real-time-engine-telemetry-metrics
If media files are MXF files, you can analyze them using Cinegy Player PRO. Also, if you are using Proxy on Cinegy Air, the Proxy indicator will be red when the file becomes proxied (usually it happens much earlier than the item went on Air)
There are many various media validation tools, some of them are online as: https://www.aconvert.com/analyze.html
Free of charge: https://github.com/svt/media-analyzer: FFProbe as a part of FFMpeg - https://ffmpeg.org/ffprobe.html
and the commercial as: https://www.jongbel.com/manual-analysis/media-analyzer/ https://www.interrasystems.com/analyzers.php
And, finally, there are systems like Baton that do QC on files: https://www.vidispine.com/platform/vidinet/media-services/baton-qc-by-interra
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