Tech Architecture: AI for Enterprise

East TN Tech Architecture Draws a Full House for its Second Event

On July 31, professionals in enterprise architecture, tech infrastructure, and software engineering filled every seat at the CGI office in Riverview Tower for Tech Architecture: AI for Enterprise. The evening underscored the rapid growth of this Community of Interest group and the Knoxville tech community’s appetite to explore real-world business applications for artificial intelligence.

Food catered from Balter Beerworks including Fried Green Tomatoes, Pimiento Grilled Cheese Sandwiches, Pulled Pork Sliders, and Ham Wrapped Asparagus

The evening started off with relaxed hospitality and networking, setting the stage for new connections and meaningful discussion. Guests enjoyed a spread of hearty hors d’oeuvres from Balter Beerworks, including Fried Green Tomatoes, Pimiento Grilled Cheese Sandwiches, Pulled Pork Sliders, and Ham-Wrapped Asparagus. It’s safe to say no one left hungry!

Attendees were welcomed with opening remarks by Russell White, Director of Architecture at Clayton and Matthew Kittrell, Director, Consulting at CGI. Russell has spearheaded the organization of the East TN Tech Architecture group and Matthew is a KTech Board Member and Chair of KTech’s Workforce Committee.

Group smiling at camera at Tech Architecture: AI for Enterprise event at CGI

Russ James speaking at Tech Architecture: AI for Enterprise event at CGI

Approaching Enterprise AI Through a Systems Lens

Russ James began his presentation, “AI for Enterprise,” by asking attendees to reflect on where their organizations currently are in their AI adoption journey. Based on a show of hands, only a small percentage have active AI implementations, 10–15% are mid-project, while others have already made the difficult decision to pause or abandon initiatives due to challenges.

Russ emphasized the importance of viewing AI as part of an interconnected architecture. While mainstream discussions focus on headline-grabbing buzzwords, like the latest AI models and agents, seasoned tech architects understand that the reality is far more complex.

Russ James speaking about Workflows at Tech Architecture: AI for Enterprise event at CGI

Delivering lasting value with AI requires managing workflows, tools, and agents as part of an integrated system. Though AI introduces new components and capabilities, the core principles guiding tech architecture remain the same: manage complexity and simplify wherever possible to design systems that are stable and reliable. At the same time, Russ noted that leaders must become comfortable navigating ambiguity in order to thrive in today’s rapidly evolving tech landscape.

About the Speaker

Russ James, who recently launched Tennesyn, an Enterprise AI consulting firm, has extensive experience in tech architecture. Over the course of his 30+ year career, Russ has held a variety of technical leadership positions at leading companies in the Knoxville region, including Bechtel, UCOR, and Alcoa. Most recently, he led Engineering, Architecture, AI, and Cloud Operations at RegScale, including the implementation of a robust LLM-based AI solution and projects leveraging Semantic Kernel to build out AI agents and multi-agent infrastructure.

Key Insights and Takeaways

Throughout the presentation, attendees were encouraged to ask questions and share their own experiences. Several common themes emerged:

AI should be applied to solve clearly defined business problems with measurable results rather than chasing novelty. Start with smaller, low-risk projects to build confidence and prove ROI before scaling.
AI is enabling certain tasks to be completed exponentially faster, opening the door to revive stalled initiatives or pursue new growth opportunities.
AI success depends heavily on strong data practices, especially maintaining high standards for data quality and security.

To continue the discussion, Jared Meredith, Senior Manager of Enterprise Architecture and Compute Strategy at Pilot, posed questions to the group on how to address AI fatigue, the importance of considering context, security and compliance measures when developing AI systems, and how to improve efficiency and adoption rates with repeatable patterns and anti-patterns.

Jared Meredith speaking at Tech Architecture: AI for Enterprise event at CGI

Russ James and Russell White speaking at Tech Architecture: AI for Enterprise event at CGI

Building Momentum through Collaboration

Towards the end of the event, Russell White emphasized the importance of collaboration when developing AI strategies and systems. He encouraged tech leaders to assemble groups with diverse perspectives for idea-sharing and feedback, including cross-departmental leaders and imaginative, forward-thinking team members at any level (even the intern!).

While this approach is valuable within any organization, it also inspired the formation of this Community of Interest group. The mission of East TN Tech Architecture is to promote knowledge sharing, collaborative problem-solving, and professional growth while driving innovation and excellence in enterprise architecture across industries.

Plans are already underway for the next Tech Architecture event. Subscribe to the KTech email newsletter to stay in the loop!