Sebastian Hoop
sebastian@vionlabs.com

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27 Articles Written Last Month

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Updated December 31st, 2025 by Sebastian Hoop

Asset Ingestion Guide

The Vionlabs Asset Ingestion and Processing Guide describes how to upload, register, and process your video assets using the Vionlabs API ecosystem.It provides an end-to-end walkthrough of the content ingestion pipeline — from uploading video files to your cloud storage, through Catalog and Task API ingestion, to retrieving AI-generated results. Thi...

3 min reading time
Updated December 31st, 2025 by Sebastian Hoop

Poster Ingestion Guide

The Posters Ingestion Guide explains how to add, manage, and update visual artwork for your video assets using the Vionlabs Catalog API.Posters play a vital role in giving your catalog a polished and recognizable look inside the Vionlabs portal.They help enhance discoverability, improve user experience, and ensure a visually consistent presentation ...

2 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Edge Deployment Introduction

Vionlabs operates a distributed system consisting of the Vionlabs Cloud and an Edge Processing Site, which typically runs in the customer’s AWS or GCP infrastructure. For the Edge Processing, Vionlabs provides prebuilt VM/AMI images containing all required components for secure video access, decryption, frame extraction, and feature generation. The ...

1 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Deploy to Google Cloud Platform

This section describes the infrastructural prerequisites and components required for deploying and integrating the Vionlabs Edge Processing environment on Google Cloud Platform (GCP). It consolidates requirements from both the Shared/Org Terraform stack and the Customer/Edge Terraform stack.        Projects and Environments The solution is structure...

2 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Minimum Requirements: Video Files for Processing

This document defines the technical specifications and general requirements for all video and audio assets processed within the platform. The purpose is to ensure consistent input quality across all machine learning pipelines, enabling reliable analysis, feature extraction, and accurate model performance. All submitted media files must adhere to the...

1 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Single Sign-On (SSO)

Overview Vionlabs integrates Single Sign-On (SSO) using WorkOS, a secure and enterprise-grade authentication layer that connects our platform with a wide range of corporate identity providers (IdPs).This integration enables enterprise customers to use their existing company credentials to access Vionlabs systems, ensuring both ease of use and compli...

1 min reading time
Updated January 16th, 2026 by Sebastian Hoop

Edge Video Streaming Setup Guide

The Vionlabs Edge Video Streaming Setup Guide provides step-by-step instructions for configuring secure and efficient video delivery from your AWS environment to the Vionlabs platform.It outlines how to apply IAM permissions and set up CORS for your video storage - ensuring controlled access and optimized streaming performance. This guide is intende...

0 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Platform Architecture

Simplified illustration of the Vionlabs Platform Architecture The Vionlabs Platform is a distributed system composed of the Vionlabs Core Cloud and Edge Processing components running on customer infrastructure. The entire solution is designed as an asynchronous, event-driven system to ensure scalability, reliability, and responsiveness across distri...

1 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Deploy to AWS

1. Introduction This guide explains how to deploy the Vionlabs Edge Processing Services into your AWS account using Terraform. It covers prerequisites, architecture, IAM setup, networking, encryption, step-by-step deployment, and operational best practices. Deployment shouldn't take more than 2hr. 1.1 Deployment Options Single-AZ deployments are sup...

3 min reading time
Updated December 14th, 2025 by Sebastian Hoop

Task API Guide

Introduction The Task API Guide provides a practical introduction to managing processing workflows within the Vionlabs platform.It describes how the Task API enables you to control which products process specific assets, monitor task execution, and handle selective or large-scale catalog operations efficiently. Through this API, you can: Trigger pro...

2 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Webhooks Guide

The Vionlabs Webhooks feature allows your systems to automatically receive notifications from Vionlabs whenever asset processing is complete.Instead of continuously polling our APIs for updates, webhooks push relevant events directly to your own backend, enabling real-time automation and smarter data workflows. This guide explains how webhooks work,...

2 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Video Tutorial Editorial Lab

Welcome to this video walkthrough of the Vionlabs Webapp, where we introduce you to the Editorial Lab — a core component of the platform designed to help editorial and content teams work smarter and faster with AI-powered workflows. The Editorial Lab sits at the intersection of data, creativity, and automation, enabling teams to transform vast video...

0 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Platform Introduction

The Vionlabs Platform is an AI-driven system designed to analyze, enrich, and optimize video content for streaming and media platforms. It transforms raw video assets into structured, searchable, and emotionally aware data that can be directly used to improve content discovery, user personalization, and operational efficiency. The platform integrate...

0 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Okta SAML SSO Integration

To enable Okta Single Sign-On (SSO) for your organization, we'll work together to configure the integration. This document outlines what information we'll provide and what steps your team needs to complete. What We'll Provide Our team will send you the following information needed to configure our application in your Okta admin application: Paramete...

1 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Release Notes

🗓 October 17, 2025 Product: Previews (Vertical Conversion) Version: pp-spec-jitpreview-vertical-v22 Owner: David Lidberg Added vertical conversion support for previews. Based on scene retrieval model v22, optimized for shorter clips. Replaces earlier vertical-compatible v20. No anime variant yet – planned for v23. 🗓 October 21, 2025 Product: Thumbna...

2 min reading time
Updated January 19th, 2026 by Sebastian Hoop

Autoscaling on Edge Site for AWS

Introduction Vionlabs Cloud Processing is an advanced video analysis system that automatically extracts metadata, features, and insights from your video catalog. The system deploys directly into your AWS environment, ensuring data security while providing enterprise-grade scalability and cost efficiency. Key Benefits Cost-Efficient - Pay only for ac...

2 min reading time
Updated December 12th, 2025 by Sebastian Hoop

OneLogin SAML SSO Integration

  To enable OneLogin Single Sign-On (SSO) for your organization, we'll work together to configure the integration. This document outlines what information we'll provide and what steps your team needs to complete. What We'll Provide Our team will send you the following information needed to configure our application in your OneLogin admin dashboard: ...

0 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Minimum Requirements: Video Files for Playback

The Vionlabs Platform supports two primary use cases for video files: processing and web-based playback. The processing system is capable of handling a much wider range of video containers and codecs than modern browsers and their native HTML5 players. The following matrix outlines the current playback support for video files across state-of-the-art...

1 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Product Overview

Vionlabs Discovery Suite The Vionlabs Discovery Suite is an AI-driven content intelligence platform designed to enhance video discoverability, engagement, and editorial efficiency. It leverages advanced video understanding models to analyze every scene of a content catalog, producing enriched metadata, dynamic thumbnails, and automated preview clips...

2 min reading time
Updated December 18th, 2025 by Sebastian Hoop

Glossary

This glossary provides a unified reference for the core terminology used across the Vionlabs platform, APIs, and documentation.It defines how we describe entities, processes, and concepts within the product, ensuring consistent understanding across engineering, product, and customer teams. The terms are organized by domain — including Business Conce...

4 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Results Retrieval

This section provides detailed information on all available result APIs including links to OpenAPI specifications and online documentation. All of these result APIs require an API key for access. Partners can receive their API key from their Vionlabs integration lead. It should be noted although partners receive a single API key to authenticate call...

2 min reading time
Updated December 12th, 2025 by Sebastian Hoop

Ingestion of Assets

Catalog Integration Overview This section provides information of catalog integration with the Vionlabs Discovery Platform. The catalog integration is a critical element of the overall integration and is required in all current use cases. This integration normally occurs with the Content management System (CMS) of the Vionlabs partner. The fundament...

5 min reading time
Updated December 13th, 2025 by Sebastian Hoop

Processing of Video Files

The Vionlabs processing system transforms your video assets into ready-to-use product outputs such as Previews, Thumbnails, Fingerprint+, or BingeMarkers. Each product consists of several processing steps. Some steps read and analyze the video directly — these are called extractors — while others combine previously generated data — these are process...

2 min reading time
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