For Enterprise · AI & Tech Platforms
Good content isn't always understood.
AI can produce text at scale. It can’t make that text easier to read. That’s a separate problem, and it’s the one Cascade solves.
The Challenge
Writing got faster. Reading didn't.
AI can produce fluent, accurate, relevant text at scale. What it can’t change is how a reader experiences that text. Dense documentation, long-form responses, search results: the reading experience remains as demanding as it has always been. For many users, that friction leads to skimming, abandonment, or a quiet loss of confidence in their own understanding.
How Cascade Fits In
Nothing rewritten. Nothing summarized.
Cascade integrates into your product as a presentation layer. The words your AI produces appear structured to make the relationships within them more readily visible. What changes is what readers can more easily perceive, and whether they stay with the content at all.
Try Cascade on your own text
Built for Global Products
Works in the language your content is already written in.
Cascade was designed from the outset as a global reading technology, not an English-only tool. Built on language infrastructure that maps syntactic structure across dozens of languages, it’s available today for products serving readers well beyond English.
5
languages live today — English, French, Spanish, German, and Italian, with Mandarin in development
80
languages mapped by Cascade’s underlying syntactic infrastructure
Implementation
Adapts to your architecture — not the other way around.
API
Send text in, get structure back. Drops into your existing generation pipeline without touching your model or your output.
Direct Embed
For teams who want structure applied closer to render time, inside their own product code.
Pre-formatted content
For static or batch-generated text, Cascade can return already-structured content ready to drop straight into your templates.
Why embed Cascade
Your output, easier to act on.
Our research measures what Cascade does for readers. Here’s what those results mean for your platform or product.
Users understand the answer.
Generated responses, docs, and search results are easier to grasp, so users can act on what your product tells them.
A difference that doesn’t come with the model.
Most products run on the same few models. A better reading experience sets yours apart.
Long output gets read.
Dense, long-form responses are where users skim and leave. Cascade gives them fewer reasons to stop.
Accessibility built in to every response.
4 in 5 readers with ADHD or dyslexia prefer Cascade. Making it an option allows your product to better serve them.
You've invested in content people should read.
Cascade helps make sure they do. Talk to us about how it fits into your product.
Good to know
Common questions
How would we actually integrate Cascade into our platform or pipeline?
Cascade integrates via a simple API (endpoints for JSON, HTML, or plain text), a browser extension, or a direct platform embed, depending on your use case. See Integration for the full detail. Reach out to the Cascade team if you have questions about integrating Cascade with any of your products or systems.
What does the API return, exactly?
Three response options: JSON for structured metadata, HTML for ready-to-render markup styled with your own CSS classes, or plain text.
How is the API secured, and what happens if a request fails?
Authentication is handled through OAuth client credentials. The API returns standard HTTP status codes (200, 401, 422, 500) so failures are easy to detect and handle.
Is there a limit to how much content we can send through the API?
Yes. Requests are limited to 32,000 characters. In practice, submissions should be a sentence or paragraph length at most with multiple calls used to complete longer passages.
What kinds of content and languages does it support?
Any content type, from news articles to legal contracts to scientific papers. It’s live today in English, French, German, Italian, and Spanish, with Mandarin coming soon.
How does Cascade interact with AI-generated content?
Cascade is a reading layer that benefits readers of all ages and levels, wherever they read. It makes AI-generated content, search results, and documentation easier to understand, not just easier to produce.
Do you offer pilots for teams or organizations?
Yes, Cascade sets up pilots for teams and organizations evaluating an integration.
How do we get started or ask technical questions?
Request API access directly from the Integration page, or reach the team through the Contact page. It routes you to the right conversation, whether you’re evaluating Cascade for a team or a platform integration.