Your Viewers Are Scrolling Past Great Content
Vionlabs’ emotion-aware AI understands mood, pacing, and storytelling - so your platform can surface content that truly resonates with every viewer.
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Trusted by leading streaming platforms and media companies:
Without Violabs
Your catalog is full of great stories. But viewers can’t find the right one.
Generic metadata that treats every title the same
Static thumbnails that don’t reflect the mood or story
Manual editorial curation that can’t scale
Recommendations based on genre alone – viewers scroll and leave
Ad placements that interrupt the story and frustrate viewers
With Violabs
We make your entire content library discoverable, engaging, and revenue-ready
Emotion-aware AI that understands mood, pacing, characters, and narrative arc
Mood-matched thumbnails & preview clips generated for every title automatically
AI-curated editorial lists with 90%+ catalog coverage – continuously updated
Story-driven discovery that surfaces content matching how viewers want to feel
Non-intrusive ad breaks at natural story moments, with contextual targeting
300M+
Happy Viewers
64%
Higher Content Discovery
99+
Languages Supported
20+
Media Companies
“The ability to better serve our audiences based on understanding key content characteristics, like mood, will change the way we deliver content to our subscribers. Given Vionlabs’ industry-first technology, we’ve signed up to work with this platform for years to come.”
Dr. Jörg Richartz
Head of TV Strategy
What can you do with Vionlabs?
Three Labs. One Platform. From raw content to viewer experience.
Editoral lab
Сreative lab
Operation lab
Editorial Lab
Turn Your Catalog Into a Discovery Engine
Our AI analyzes the emotional DNA of every title – mood, pacing, intensity, character dynamics – and transforms it into structured, actionable metadata. Build mood-based editorial lists that cover 90%+ of your catalog automatically.
Emotion, mood, genre & theme tagging at scale
AI-curated Smartlists with 90%+ catalog coverage
Collaborative editorial workflows
Multilingual long- and short-form synopsis
Learn more about Editorial Lab
Creative Lab
Visuals That Make Viewers Click
Generate mood-matched thumbnails, preview clips, and shorts. Define creative recipes by mood, character, or key moments. Apply across your entire library. From 16:9 to 9:16.
Recipe-based thumbnail & clip generation
Character & celebrity tracking + intelligent reframing
Multi-format: web, mobile, social
Collaborative review, correction & approval
Learn more about Creative Lab
Operations Lab
Automate What Slows You Down
Detect intros, recaps, and credits at 98% accuracy. Find natural ad-break moments. Serve contextual ads with scene-level tags. All at scale, zero manual effort.
Intro/recap/credit detection – 98% accuracy
Story-aware and brand-safe ad-break inventory creation
Contextual targeting (IAB, mood, keywords)
46% churn reduction with AI-optimized ad breaks
Learn more about Operations Lab
How Vionlabs Transforms Your Content
Domain-specific AI built for entertainment. Not a generic wrapper.
Our models are trained on entertainment content and understand stories, characters, emotions, and structure – just like a human viewer.
1
Ingest
On-Prem, Secure, Multimodal
We deploy on-prem within your infrastructure – no assets ever leave your environment. Our AI securely ingests your video, audio, and text sources. We analyze the picture and soundtrack, and transcribe spoken dialogue in 99+ languages – all aligned on a single timeline so the AI experiences your content like your viewers do.
Deployed on-prem – your content never leaves your infrastructure
Analyzes video, audio, and dialogue simultaneously
Transcribes and aligns 99+ languages on a single timeline
Processes content the way a human viewer experiences it
2
Analyze
Content DNA Extraction
Vionlabs builds a multi-dimensional map of every moment in your content by extracting story signals across three core layers:
Video
Scenes, objects, characters, colors, style, composition, visual aesthetics
Audio
Music, speech, sound effects, tension, emotional tone, pacing cues
Text
Dialogue, keywords, context, narrative cues, 99+ languages
These signals are fused into specialized embeddings – compact, multimodal vectors that encode the “essence” of scenes, episodes, or entire catalogs. This allows similarity search, clustering, and comparison across different levels of granularity.
3
Understand
Story-Aware AI Models
While most AI models are built for general tasks, Vionlabs trains its models specifically on stories and content from media and entertainment – building domain-specific AI with a clear purpose. Our models interpret content with cultural, emotional, and cinematic understanding through an editorial lens:
Emotional Arc Prediction
Maps the emotional journey of a scene, episode, or series
Narrative Segmentation
Identifies story structure, act breaks, and turning points
Character Modeling & Relationships
Tracks characters and understands their dynamics
Genre, Theme & Mood Classification
Goes beyond genre tags to mood, themes, and editorial signals
Scene Pacing Analysis
Measures tension, rhythm, and intensity at the scene level
Compliance & Topic Detection
Flags sensitive content and maps IAB topics for ad safety
This specialization allows Vionlabs AI to deliver metadata and insights that feel human-level and production-ready.
4
Apply
Story-Aware AI Models
All structured intelligence is stored as metadata, accessible through APIs and designed to integrate directly into your broadcast and streaming workflows. It drives the entire Vionlabs product suite
Explore Our AI in Depth →
1
Ingest
On-Prem, Secure, Multimodal
We deploy on-prem within your infrastructure – no assets ever leave your environment. Our AI securely ingests your video, audio, and text sources. We analyze the picture and soundtrack, and transcribe spoken dialogue in 99+ languages – all aligned on a single timeline so the AI experiences your content like your viewers do.
Deployed on-prem – your content never leaves your infrastructure
Analyzes video, audio, and dialogue simultaneously
Transcribes and aligns 99+ languages on a single timeline
Processes content the way a human viewer experiences it
2
Analyze
Content DNA Extraction
Vionlabs builds a multi-dimensional map of every moment in your content by extracting story signals across three core layers:
Video
Scenes, objects, characters, colors, style, composition, visual aesthetics
Audio
Music, speech, sound effects, tension, emotional tone, pacing cues
Text
Dialogue, keywords, context, narrative cues, 99+ languages
These signals are fused into specialized embeddings – compact, multimodal vectors that encode the “essence” of scenes, episodes, or entire catalogs. This allows similarity search, clustering, and comparison across different levels of granularity.
3
Understand
Story-Aware AI Models
While most AI models are built for general tasks, Vionlabs trains its models specifically on stories and content from media and entertainment – building domain-specific AI with a clear purpose. Our models interpret content with cultural, emotional, and cinematic understanding through an editorial lens:
Emotional Arc Prediction
Maps the emotional journey of a scene, episode, or series
Narrative Segmentation
Identifies story structure, act breaks, and turning points
Character Modeling & Relationships
Tracks characters and understands their dynamics
Genre, Theme & Mood Classification
Goes beyond genre tags to mood, themes, and editorial signals
Scene Pacing Analysis
Measures tension, rhythm, and intensity at the scene level
Compliance & Topic Detection
Flags sensitive content and maps IAB topics for ad safety
This specialization allows Vionlabs AI to deliver metadata and insights that feel human-level and production-ready.
4
Apply
Story-Aware AI Models
All structured intelligence is stored as metadata, accessible through APIs and designed to integrate directly into your broadcast and streaming workflows. It drives the entire Vionlabs product suite
Explore Our AI in Depth →
Integrate Vionlabs across your ecosystem
Connect Vionlabs seamlessly with your existing platforms and media workflows to activate our data wherever you operate.
On-Prem Deployment
REST API
Cloud & Hybrid
Award-Winning AI for Media & Entertainment:
Manage vast content libraries,
while delivering personalized viewing experiences with the power of AI.
