Beyond the Prompt: Operationalizing Human/AI Partnership as Digital Teammate in Drupal - John Doyle
Video Description
Most organizations are stuck in a loop of AI experimentation that never reaches production. The problem isn’t the models; it’s that we’re trying to build houses on sand. Without structure, governance, and reliable data flows, AI is just a parlor trick.
Drupal is often overlooked in the AI conversation, but its greatest strength is exactly what AI needs: a robust, API-first architecture and a mature content model. In this session, I’ll show you how we’re moving past prompts to build digital teammates—AI agents that are governed, measurable, and embedded directly into real-world editorial and marketing workflows.
We’ll look at a two-part framework for operationalizing AI in Drupal:
Stop experimenting, start systemizing: How to define a digital teammate charter so AI has clear inputs, outputs, and SLAs.
Moving Beyond the Sandbox: How to take the logic from your team’s best individual experiments—like custom GPTs or Gems—and bake them directly into Drupal. We’ll talk about how to turn isolated wins into shared, governed, human-in-the-loop workflows that actually move the needle for the entire organization.
Drupal is often overlooked in the AI conversation, but its greatest strength is exactly what AI needs: a robust, API-first architecture and a mature content model. In this session, I’ll show you how we’re moving past prompts to build digital teammates—AI agents that are governed, measurable, and embedded directly into real-world editorial and marketing workflows.
We’ll look at a two-part framework for operationalizing AI in Drupal:
Stop experimenting, start systemizing: How to define a digital teammate charter so AI has clear inputs, outputs, and SLAs.
Moving Beyond the Sandbox: How to take the logic from your team’s best individual experiments—like custom GPTs or Gems—and bake them directly into Drupal. We’ll talk about how to turn isolated wins into shared, governed, human-in-the-loop workflows that actually move the needle for the entire organization.