Building Enterprise AI Tools: From Concept to Production

Session Category Sessions off the "Drupal Island" Audience All Attendees

Organizations rush to implement AI but see minimal ROI by treating it as a feature rather than a fundamental shift in how teams work. This gap costs companies millions in wasted licenses and missed opportunities.

This session cuts through the hype to show our proven approach for developing AI-powered solutions that integrate seamlessly with existing enterprise systems. We'll demonstrate real tools built for clients, including Tessera—our AI solution that transforms project management by intelligently generating comprehensive Jira epics, issues, and tasks from high-level requirements.

You'll see how we leverage Elvex for integration orchestration, n8n for workflow automation, and modern AI technologies to create maintainable, scalable systems. This is battle-tested methodology from enterprise development trenches, covering architecture decisions, integration patterns, and practical considerations separating successful implementations from expensive experiments.

Live demonstrations show these tools connecting with Drupal APIs and content management systems, but principles apply to any enterprise platform. You'll learn to evaluate AI use cases, design robust architectures, create intuitive interfaces, and maintain systems in real-world environments using approaches you can implement immediately.

About the Speaker

Mark Shropshire

Senior Director of Development at Mediacurrent

Concord, NC

I love helping individuals reach their potential and building highly successful teams through leadership and mentorship. I work at Mediacurrent, a full-service digital agency, as a Senior Director of Development where I empower leaders and coach teams to deliver best-in-class projects with open source technology. Most importantly, I am continuously striving to be the best father, husband, and human being I can.