Beyond the Blueprint: What Are We Truly Building?
When only 1 in 50 AI investments deliver transformational value, the question is no longer "how fast can we adopt AI?" — it's "are we carrying the right load?"
In our journey as Enterprise Architects, we often find ourselves looking at the Architecture Development Cycle as a familiar map. We start with a Vision and set Architecture Principles as our guardrails. But if we reflect on our actual experiences, isn't it more like stepping into a dense forest? We rarely see the entire path from the start, and perhaps that is where the real work begins.
As we navigate this landscape, we talk a lot about Architecture Capability—the people, processes, and tools we need. But I’ve often wondered: as the destination becomes clearer, how often do we pause to sharpen our own perspective? Are we adjusting our goals to ensure they remain truly achievable, or are we simply pushing forward until our teams lose their momentum?
This brings me to a thought that I often use to ground my own practice:
"You cannot design the future of a building without first understanding the load it is already carrying."
When we think about the "load" in EA, it’s easy to focus on Business, Data, or Technology stacks. But what if the most significant load is actually the Human Architecture?
If we view stakeholders not just as people who sign off on a target state, but as co-creators, how does that change our approach? In my experience, when we face the risks of transformation, we might actually be looking at opportunities in disguise. For instance, when we analyze a Knowledge Map, we aren't just looking at HR data; we are discovering the hidden talents who act as the organization’s heartbeat.
Even as we find ourselves navigating the AI hype, I’ve begun to ask: is this just a technological race, or is it an invitation to evolve? Perhaps our ADM shouldn't just be a step-by-step cycle, but a Thinking Model that finally integrates the human element. Whether we have a full AI vision in place or are still fine-tuning our equations, the core challenge seems to remain the same.
In the end, if risk is truly an opportunity in disguise, perhaps the greatest opportunity lies in how we choose to look at the load we already carry.
I’m curious—how do you perceive the "load" in your own architecture journey?
Raschada Nootjarat is an Enterprise Architect with a focus on AI strategy, architecture governance, and the intersection of human and machine systems in organizational transformation. She starts this website together with her "Fit-for-Purpose Enterprise Architecture" book in April, 2026.