Managed LibreChat for Newsrooms

Journalism is a team sport. The AI tools aren’t.

Valuable prompt templates, LLM workflows, skills, and MCP discoveries live in private browser tabs and personal chat histories — lost to the rest of the newsroom. Built on the leading open-source enterprise chat interface (37,000+ GitHub stars), Managed LibreChat gives every team in your organization a shared AI operating system on shared, secure infrastructure.

A Safe, Shared Sandbox

We connect via enterprise API keys with Zero Data Retention and no-train agreements, so your investigations, unreleased scoops, donor records, and audience data are never used to train commercial models. Set compliance-ready retention limits — 30-day auto-expiry of chat histories, for example. Keep everything in your cloud, or even on-premises.

Everything Your Teams Build, Ready for Everyone

Pool API budgets and rate limits across the whole organization, so every staffer gets frontier-model access without per-seat procurement. Build specialized custom assistants — SEO coaches, donor researchers, audience cohort analyzers — and publish them to a shared agent marketplace so editors, fundraisers, and growth teams can install each other’s work instantly.

Pick a track

For reporters and editors

Connect to Your CMS and Archive

Pull live drafts and editorial taxonomies from WordPress and Newspack. Audit SEO formatting, suggest cross-links, or surface relevant past coverage from your own website archive without leaving the chat. Reporters spend less time spelunking through old URLs and more time writing the new story.

Investigative Reporting Superpowers

Query CourtListener for real-time docket and copyright litigation updates. Connect public archives like enigma-gov-archive or in-house document collections to search across millions of pages in plain English. Investigations that used to take weeks of manual review become dossiers you can compile in minutes.

For development, ad sales, and operations

Fundraising and Donor Intelligence

Connect to your CRM, donor history, foundation databases, and grant calendars so development staff can research prospects, draft tailored grant narratives, and surface lapsed donors due for re-engagement. The custom agents your team builds — donor prep briefs, board memos, foundation profiles — live in the shared marketplace for the whole development team.

Advertising, Sales, and Partnerships

Stand up MCP connectors for your ad sales stack and partnership records. Generate pitch decks, redline standard contracts against your house guidelines, research advertiser categories, and prep RFP responses. Standard sales workflows become repeatable templates anyone on the team can run.

For growth, audience, and product teams

Analytics and Audience Insights

Ask plain-English questions of Google Analytics 4 (“Which referral sources drove our traffic yesterday?”) and watch the AI compose interactive charts as shared artifacts. Connect audience-segment exports for cohort analysis, retention modeling, and content recirculation experiments — all inside one collaborative workspace.

Connect Mailchimp or your in-house ESP to test subject lines, analyze open and click performance, and benchmark send-time optimization across audience segments. Pipe the results into Datawrapper for shareable charts the whole newsroom can use.

Start the Conversation

Ready to bring secure, collaborative AI to your team?

Email: kleinmatic@gmail.com
Schedule a session: Managed LibreChat strategy session