01 / DISCOVERY
Valuable content stays buried
Thousands of published stories remain difficult to find beyond basic keywords, categories and dates.
Vault Content Intelligence
Make every story work beyond the day it's published.
Vault transforms published content into structured, connected intelligence — weave every content into a knowledge graph that uncovers relationships, historical context and insights across.
The publisher challenge
Years of content. Too much knowledge left untapped.
Publishers have invested years in creating valuable content. Yet fragmented archives and disconnected stories make it difficult to discover, understand and reuse the knowledge already owned.
02 / UNDERSTANDING
Stories exist in isolation
Traditional metadata misses the deeper connections between topics, entities, events and coverage across time.
03 / ACTIVATION
Content knowledge stays underutilized
Valuable editorial intelligence rarely flows seamlessly into research, discovery, personalization and downstream applications.
From published articles to connected intelligence.
Vault brings content together, enriches it with structured understanding and connects thousands of stories into an intelligence layer that can be explored, questioned and activated.
Content to intelligence
From published articles to connected intelligence.
Ingest what you have, enrich every story, and unlock the knowledge hidden across your archive.
See the intelligence layer ↗Content to Intelligence
Thousands of stories. Millions of connections. One intelligence layer.
Discover relationships between articles, entities and topics.
Trace events, coverage and evolving narratives across your archive.
01
Connected Knowledge
Every enriched article adds to a growing knowledge graph that connects content through shared topics, entities, events, context and relationships.
02
Timeline Discovery
Discover how stories connect, trace how narratives evolve over time and uncover meaningful insights hidden across years of published content.
03
Ask Your Archive
Get source-backed answers from the knowledge your publication has already created.
Extend your workflow
Connect what you've published with what comes next.
Vault's content intelligence can work alongside Horizon and Mosaic, connecting historical knowledge with emerging editorial opportunities and more relevant audience experiences.
Horizon
Discover what's next with the context of what's already been published. Connect emerging editorial opportunities with historical coverage, related stories, entity relationships and evolving narratives from your archive.
Vault
Enrich. Connect.
Explore.
Mosaic
Bring content understanding into audience decisions. Combine Vault's enriched content attributes with audience and session intelligence to support contextual segmentation, personalization and activation.
FAQ
Questions publishers ask before they start.
Vault can begin with individual articles or a selected content collection, allowing publishers to validate enrichment and discovery value before expanding across their archives.
No. Vault works alongside existing publishing infrastructure. It connects to content sources, enriches articles and creates an intelligence layer without requiring a CMS replacement.
Yes. Vault supports bulk archive processing alongside ongoing enrichment of newly published content. Publishers can start with a selected collection and expand progressively.
Vault enriches articles across multiple dimensions, including topics, entities, sentiment, reader intent, editorial context, content safety, search discovery and semantic relationships.
Vault uses enriched content attributes to identify and connect relationships across articles, topics, entities and events. These connections create a searchable knowledge layer that helps publishers discover related coverage, explore historical narratives and uncover insights across their archives.
Yes. Vault's timeline exploration connects relevant articles and events chronologically, making it easier to understand how a topic, entity or narrative has developed across years of coverage.
Yes. Ask Vault enables natural-language research grounded in your publication's own content and knowledge relationships, with citations linking answers back to their supporting articles.
Yes. Vault is designed to expose structured content intelligence through APIs, MCP and integrations, enabling its use in editorial, discovery and audience workflows.
No. Publishers can start by analyzing individual article URLs or a focused collection, then expand into connected ingestion and continuous enrichment.
Get Started
Your archive has more to tell.
Unlock it with Vault.
Start with a few articles or a selected archive. Discover how Vault transforms published content into connected intelligence that your teams can explore, question and put to work.
Explore Vault within your existing publishing environment. No rip-and-replace required.