Turning AI Readiness into Real Revenue for Scholarly Publishing

Artificial intelligence (AI) is no longer a future concept for scholarly publishing. It is already shaping how research is discovered, accessed and reused. As publishers explore new AI-driven products and services, one question continues to surface: how do you make existing content truly ready for AI in a way that is accurate, trustworthy and commercially viable?

At Access Innovations, this is the work we do every day. Our leadership team, Margie Hlava, Heather Kotula and Veronica Showers, is focused on helping scholarly publishers unlock new revenue opportunities by preparing content for modern AI systems and building the information infrastructure needed to support them.

AI does not simply “read” content the way humans do. It ingests information in pieces, processes language through tokens, stores meaning in vector databases and retrieves context using techniques such as retrieval-augmented generation (RAG). Without careful preparation, even the most valuable content can produce incomplete, inconsistent or unreliable results when used in AI applications. This is where semantic enrichment becomes essential. By applying structured ontologies, well-defined relationships, hierarchical organization and consistent terminology, publishers can ensure their content performs as intended in AI-driven environments.

To help demystify this process, we are hosting a free webinar designed specifically for publishers and content owners who want clarity without the jargon. The session will explain, in plain language, how AI systems ingest and retrieve information, including concepts such as chunking, vector search, RAG and model context protocols. More importantly, it will show what it actually takes to prepare content for high-quality AI responses that users can trust.

We will also explore the infrastructure foundations that make monetization possible. Topics include AI-ready content feeds, APIs and knowledge services that allow publishers to move beyond experimentation and into sustainable offerings. The goal is not just AI readiness as a buzzword, but AI readiness as a practical path to new products, partnerships and revenue streams.

The webinar takes place on Thursday, March 12 at 10:00 AM MT (12:00 PM ET / 9:00 AM PT). Whether you are just beginning to explore AI or are already planning your next generation of services, this session will provide a clear framework for turning complex technology into real business value.

Registration is free, and we invite you to join us.

Register here: https://tinyurl.com/2cmhz7hd

Melody K. Smith

Data Harmony is an award-winning semantic suite that leverages explainable AI.

Sponsored by Access Innovations, the intelligence and the technology behind world-class explainable AI solutions.