# Symbolic — AI for professional publishing

Source: https://symbolic.ai/

Symbolic is an AI publishing platform for newsrooms, corporate communications teams, and publishers. Research sources, draft and edit content, check claims against sources, and prepare publishing packages in one shared workspace.

## Enterprise grade AI for high stakes publishing teams.

Symbolic is designed for professionals who care about research depth, excellence in content production and editorial integrity. Symbolic is for Publishing.

## Your entire editorial process. Unified, collaborative, AI enabled.



### Research

Analyze and synthesize large and complex documents and files, transcribe media files, and use AI to surface relevant research material. Search across sources, and create meta data tags to organize materials. Keep context across sources and functions.

### Write

Apply shared voices, formats and style rules to create consistent drafts. Keep research context to drive writing productivity. Edit as a team, using as much or as little AI assistance as you require.

### Publish

Seamlessly create headlines and social media posts, attach editorial images, and create individual tailored packages of a single article to deliver seamless multi-channel targeting. Slash production and packaging costs.

## Accurate. Transparent. Verified.

Symbolic includes the most comprehensive fact checking and content audit solution available anywhere. Writers and Editors can ensure that every statement, every fact, every claim, is always sourced and always correct. Cuts the production time to fact check by as much as 90%.

## The best model for every task.

Symbolic disaggregates the publisher workflow into dozens of tasks, and tests them against multiple AI models. It smart routes to the best model for each task, ensuring quality and diversity.

## Build an AI learning organization.

Symbolic captures your best practices - voices, formats, templates, prompts - and makes them reusable across your organization. Content teams benefit from and build on institutional knowledge: tone, style, and editorial DNA.

## Secure. Private. Mission critical.

Symbolic is built for writers and publishers who work on confidential, critical, market moving content. It is secure, private, and respects IP and copyright always.

## Symbolic in 2025

- 2,000+ Content publishing teams
- 50,000+ critical content projects
- ~250,000 hours saved

## Company news

[News Corp and Symbolic announce enterprise partnership](https://symbolic.ai/news/symbolic.ai-partners-with-news-corp-to-deploy-ai-publishing-platform)

News Corp, the publisher of The Wall Street Journal, Dow Jones Newswires, and many other news and information publications globally plans to deploy the Symbolic AI platform to assist in the production of quality journalism and content.

## About the demonstrations

The visual page includes illustrative articles, transcripts, and preset cards demonstrating publishing workflows. Their sample figures and statements describe the demonstration material, not Symbolic or its customers.

[Request a demo](https://symbolic.ai/demo)