Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Each frame is evaluated for scene context, character weight, mood state, OCR presence, and blurriness, ensuring content-safe and narrative-aligned thumbnail outputs. Output is delivered with precise frame-level timestamps for direct integration into your MAM or CMS. Core features include: Character Tracking & Relevance Scoring Emotion-Aware Frame Selection Blurriness, OCR Filtering Prompt-Based Frame Composition (e.g. main character right) MAM/CMS integration-ready (JSON or timestamp output)
Highlights
Highlighted by the publisher on AWS Marketplace.
This service is designed for AVOD, SVOD, FAST platforms, and broadcasters needing scalable, automated, and context-aware thumbnail pipelines.
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Plans and pricing as listed
8 listed- Units
- Units
- Units
- Units
- Units
- Units
- Units
- Units
Refund terms
As stated by the publisher on AWS Marketplace.
Paid Service Fees are non-refundable. Contact info@vionlabs.com More information to be found in the GTCs https://cdn.prod.website-files.com/67978ee27d95b7ff0119d2ea/68fb5b7dfb37ee0db0869adc_Vionlabs-General-Terms-and-Conditions_2025.pdf
Sources
Linked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.

