Ingest and Contextualize Agents
High Fidelity Data at Lower Cost
Transforms unstructured media into structured, high-fidelity intelligence, generating deep metadata, context, and semantic understanding. This makes every asset searchable, automation-ready, and cost-efficient to discover, reuse, and monetize at scale.
Product Overview
Powered by the patented Machine Wisdom Orchestration Brain, the platform fuses multi-modal metadata extraction to deliver deep, contextual content intelligence. It identifies everything from people and objects to scenes, key moments, and dialogues, making assets instantly discoverable through natural language.
Ingest Agent
Categorizing Media Assets
Automatically processes incoming files by extracting details, applying metadata, and categorizing assets ensuring content is organized, searchable, and ready for downstream workflows.
Metadata Agents
Multi-modal Machine Wisdom
Human like understanding of visual, audio and contextualization enables instant discovery of content for monetization and re-use.
This enables searching content like – 'Show me all clips of John Doe with Cameroon on a beach'. Or 'Show ads of my brand featuring John Doe in the Alps'. Or 'Show me clips of a particular player scoring goals in the second half late'.
Compilations
Auto-classifies clips into themes (Romance, Action, Comedy, etc.) for faster promo and marketing reuse.
Key Moments,
Key Dialogues
Key Dialogues
Instant identification for smarter storytelling and rapid promotion.
Compliance
Automatically flags compliance-sensitive content, streamlining human-in-the-loop workflows and reducing regulatory and reputational risk.
Use Cases
Deep Content Discovery
Make massive archives instantly searchable with Machine Wisdom metadata. Find exact scenes, quotes, plays, or moments using natural language eliminating manual search time and unlocking hidden value.
Personalization & Content Recommendations
A dynamic knowledge graph enables personalized recommendations, smarter discovery, and automated promo generation powering more relevant viewer experiences.
AI-Native Workflow Automation
Contextual metadata drives automated workflows in localization, packaging, promo creation, highlights, and delivery ensuring every system operates on intelligence, not raw files.
Trusted by the world’s leading studios, networks and leagues.
Metrics
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10x faster search & discovery using conversational retrieval
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50–70% reduction in manual tagging effort
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Millions of assets enriched with Machine Wisdom metadata
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