You May Already Have a Context Graph. So Why Isn’t Your AI Working?

By Factor

August 6, 2026

AI Enablement, Webinars

Join us on August 29 at 9:00 a.m. PT for Factor’s Activator Conversation Series with Ashleigh Faith.

Ashleigh is an ontologist, host of IsA DataThing, and one of the few voices in this space with nothing to sell you. She argues that much of what is now marketed as a “context graph” is a capability most organizations already have in some form.

In this conversation, we’ll explore why most enterprises already possess more of a semantic foundation than they realize. It might be a taxonomy built for a product catalog, metadata standards someone developed three years ago, business rules embedded in an application, an ontology, or even a knowledge graph. Yet AI outputs still can’t be trusted enough to put in front of a customer or regulator.

Factor’s Bram Wessel will sit down with Ashleigh to ask the harder question: If you already have the pieces, what’s actually missing?

They’ll discuss how to distinguish between owning semantic assets and having a foundation AI can use, where to begin when rebuilding everything isn’t an option, how to know whether the foundation is working, and who within the organization should own it going forward.

The conversation will include a live audience Q&A, so bring your hardest questions.

Register today – we hope to see you there.