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Knowledge Architecture

505 Montgomery Street, Suite 1100
San Francisco, CA, 94111
415.523.0410
We help architects and engineers find, share, and manage knowledge.

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Knowledge Architecture

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Inside Shive-Hattery’s Plus One Program: How a Simple Practice Engages Employees and Builds Future Leaders

July 9, 2025 Christopher Parsons

The idea behind Shive-Hattery’s Plus One program is disarmingly simple: when you’re heading into a client meeting, proposal interview, or project kickoff, don’t go alone. Bring someone with you. Someone earlier in their career. Someone who wouldn’t normally be in the room. Have them observe. Encourage them to ask questions. Invite them to lead a small part of the meeting.

That’s it.

But inside that simple idea lives something incredibly powerful.

Shive-Hattery is a 600-person architecture and engineering consulting firm based in Cedar Rapids, Iowa, with roots dating back to 1895.

Plus One is both a knowledge strategy and an employee engagement strategy. It helps the firm transfer wisdom from senior staff, build client continuity, and develop future leaders in real time. At the same time, it helps early-career professionals feel seen, valued, and included in the real work of the firm, years before they might otherwise have had the chance.

It’s one of those rare practices that builds both business resilience and human connection.

In fact, I’d argue that’s part of why it works so well. It sits at the intersection of what firms need and what people want. Firms need succession planning, leadership development, and client coverage. People want mentorship, growth, and visibility. Plus One delivers both, and it’s exactly the kind of habit that helps a firm become a learning organization.

And because it’s lightweight, repeatable, and aligned with the natural rhythms of project work, it scales easily. 

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Does everyone in your firm need to become an AI expert?

July 1, 2025 Christopher Parsons

Over the past month, I’ve been researching how the role of the AEC knowledge manager is evolving in the age of AI. One theme has come up again and again in surveys and interviews: AI literacy is quickly becoming a core responsibility of KM teams. In many firms, knowledge managers are stepping into a new role as AI educators, guides, and shepherds.

They’re the ones helping colleagues understand the art of the possible. Teaching prompting techniques. Introducing good habits like verifying sources. Navigating the messy intersections of internal data, external tools, and firm-specific workflows.

But a question keeps tugging at me:

Do we need to elevate everyone to the same level of AI fluency? Or will the future of AI learning look more jagged, role-based, and use case specific?

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Why Epistemic Humility Might Be the Most Important Skill for the AI Era

June 25, 2025 Christopher Parsons

Nine months ago we released Synthesis AI Search for AEC Firms to our client community. Since then, we’ve seen some remarkable things. 

Firms are surfacing knowledge that was previously buried across intranets and databases. They’re connecting employees with internal experts more easily, helping marketing teams find project precedents and draft communication, and using AI Search to support digital design practices, scale expert knowledge, upskill emerging professionals, and make onboarding more effective.

Our clients are making significant improvements to how their firms work and learn.

And yet, alongside all this momentum, I’ve also heard a growing concern:

“I’m worried that our employees are going to accept whatever AI tells them at face value and run with it.”

This concern isn’t new. We’ve long tried to teach people to question what they read online, to check sources, to verify claims. But something about this moment—maybe it’s the polish, maybe it’s the speed, maybe it’s the aura of intelligence that clings to anything branded AI—feels different.

Which brings me to a word I didn’t learn until later in my career, but which now feels central to this moment: epistemology, and its practical counterpart, epistemic humility.

What is Epistemology?

If you’ve never heard the word epistemology, you’re not alone. I didn’t encounter it until around 2017, when I met Larry Prusak, a mentor and pioneer in the knowledge management field. 

Epistemology is the study of knowledge: how we know what we know, how knowledge is formed and validated, how it evolves or gets distorted over time. It’s a field that touches everything from philosophy to science to journalism, and increasingly, AI.

Larry introduced me to a related concept that’s stuck with me ever since: epistemic humility. The idea that we should be humble about what we know, cautious about what we claim, and curious enough to keep questioning even our most cherished assumptions as well as the assertions of others.

It’s one of those phrases that’s quietly shaped how I lead, how we build products at KA, and how I think about the future of knowledge work.

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What I Learned About Designing Smarter Firms from Ed Friedrichs

June 11, 2025 Christopher Parsons

If you didn’t have the good fortune of meeting Ed Friedrichs before his passing in 2021, here are a few high-level facts: Ed was a visionary architect and firm leader. He played a pivotal role in shaping Gensler into the global design practice it is today. He joined the firm in 1969, founded the Los Angeles office in 1976, and served as Gensler’s President and CEO from 1995 to 2003. Under his leadership, the firm grew significantly in scale, sophistication, and ambition—while also codifying many of the cultural principles that still define it.

But for me, Ed’s legacy began long before I launched Knowledge Architecture—before I even knew what knowledge management was.

I first met Ed in 2005 at a conference called Firm of the Future, hosted by ZweigWhite. The conference brought together forward-thinking leaders to explore where the AEC industry was headed in the next 10, 15, 20 years. It was a fantastic premise, and it launched me on the path I’ve been walking ever since.

That event introduced me to firms that were being intentional about how they managed knowledge. These firms were investing in research, building systems for innovation, sharing what they learned internally, and connecting people across offices and disciplines. No one at the conference was using the term “knowledge management”—at least not that I can recall—but that’s exactly what they were doing. They were trying to make better use of what they knew.

Ed was one of the speakers at that conference. I attended his talk, then stayed afterward to ask questions. I later found him at a meal and sat next to him, eager to learn more. He was generous with his time—patient, encouraging, and deeply thoughtful.

What I didn’t fully realize until recently—when I went back and reviewed the old conference program—is that Ed didn’t just speak at the event. He chaired and designed it. He was the one who brought those people together. He shaped the experience that set me on this path.

Looking back, it all makes sense. The connecting thread running through the entire conference—the idea that architects and engineers shouldn’t only design buildings and infrastructure, but should also design their firms to be smarter—was Ed’s idea. His point of view gave the event its energy, its distinctiveness, and its sense of possibility.

That conference was the moment I first began to see knowledge management as a tool you could use to design a better business.

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Behind the Scenes of ELEVATE: KTGY’s Professional Development Program

May 28, 2025 Christopher Parsons

When Tricia Esser, KTGY’s CEO, initially brought up the idea of building a leadership development program from scratch, John Robison, COO, was skeptical.

John was already deep in the research process for leadership development programs. He had lined up a shortlist of external options: Stanford executive education, Korn Ferry programs, Vistage coaching networks. These were proven, respected, turnkey solutions. Why reinvent the wheel?

But when Tricia had a memorable conversation with a client who had built their own leadership development program in-house, everything changed.

She asked the client, "Isn’t building your own program a huge time commitment?"

The client answered: "Yes. Can you tell me something more important you're working on?"

That question landed hard.

Tricia and John realized they couldn’t entrust something this important to a third party.

That was the moment ELEVATE began.

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