From Legacy Files to Living Knowledge Systems

Continuum replaces monolithic edition cycles with component-level publishing. Update a concept once, every product that uses it gets the change, across every output channel, the moment an editor approves it.

HTML

EPUB 3

SCORM 2004

PDF

LMS Webhook

Public API

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See how Continuum can transform your publishing workflow.


Create once. Reuse everywhere. Update at the component level. Publish continuously.

  1. Fix a Fact Once – Approved updates automatically flow to every assembly and output channel.
  2. AI Decomposes Legacy Content – Upload Word, PDF, IDML, or EPUB and get structured, metadata-rich content ready for review.
  3. One Source, Multiple Outputs – Publish HTML, EPUB, SCORM, PDF, LMS integrations, and APIs from a single repository.
  4. No Rebuild Cycles – Delta publishing updates only changed content and highlights exactly what needs attention.

How it works

Six stages. One continuous loop

Ingest, organize, author, review, assemble, and publish content seamlessly while maintaining version control, collaboration, and compliance at every stage. Every stage is role-aware, audited, and connected from first upload to published output.

One platform. Five specialized roles.

Publisher Admins, Commissioning Editors, Product Editors, Authors/SMEs, and Reviewers work in tailored environments with the tools, permissions, and workflows they need to publish faster.

AI Capabilities

AI at every stage of the publishing cycle

Provider-agnostic — Azure OpenAI, OpenAI, AWS Bedrock, Google Vertex AI, and Anthropic are all supported and hot-swappable. Each feature toggles independently.

Document Decomposition

Structural boundary detection, component type classification, image extraction from any legacy format.

Metadata Tagging

Subject domain, grade level, and learning objectives extracted automatically from content.

Semantic Search

Find related components by meaning, not just keywords. Prevents duplicate authoring across large libraries.

Assessment Generation

MCQ and short-answer questions generated directly from any concept or section component.

Change Propagation

After editing a component, AI surfaces related components that likely need corresponding updates.

Pre-Translation

AI drafts translated variants for translator review – accelerating multi-language release cycles.

Support for proprietary AI models trained on your organization's content and data is also available.

Differentiators

What makes this different from a CMS

Every decision in Continuum is designed for the realities of structured educational publishing — not adapted from a generic content management model.

Full history, line-by-line comparisons, rollback, and audit trails.

See every product, assembly, and channel affected before publishing.

Transform legacy documents into structured, tagged content with image extraction.

Support for OpenAI, Azure OpenAI, AWS Bedrock, Google Vertex AI, and Anthropic.

Update only what changed, not entire products.

Route content to the right authors, reviewers, and approvers automatically.

Dedicated workflows for Publisher Admins, Commissioning Editors, Product Editors, Authors/SMEs, and Reviewers.

Linked translations, automated update tracking, and AI-assisted pre-translation.

The Shift

From editions to living knowledge systems

Traditional Publishing

  • Book as a monolithic file
  • One correction = full republish
  • One output format at a time
  • Siloed content per product
  • Corrections wait for next edition
  • No visibility into content reuse
  • Manual tracking across documents

Continuum

  • Content as typed, versioned components
  • Update one component → propagates everywhere
  • Six output channels simultaneously
  • Shared component repository across products
  • Corrections published in hours, not months
  • Analytics surface reuse, lag, and flags
  • AI-assisted decomposition of legacy content

Ready to see it in action?

Schedule a call to explore the full publishing workflow.

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