Pantheon of Wonder

Essay

Abstraction of Colorful Light

The Role of Prediction in Smart Environments

by Maria Lorena Lehman

Smart Environment

Architecture Drawing

As an architect, you often have to predict occupant needs — to design built space that meets those needs with sophisticated and seamless solutions. But, what happens when an architecture is more interactive, and a need arises during an interaction sequence? Can architecture respond to a change in occupant need that happens in real-time?

In essence, there are two types of core reactions — those that stem from predicted events and those that were not predicted at all, but instead occur after a need arises. Thus, the first is a preventative measure, while the second is a reactive measure.

Really, the need for both predictive and reactive behaviors is important within the design of smart environments because not everything happens according to plan. Hence, the design of your building should contain both predictive and reactive behaviors — to help occupants reach their milestones and goals.

What Can Be Done With Patterns?

A smart environment can begin to pick up on cues in occupant behavior to detect patterns that may lead toward a prediction (like what goal an occupant wants to achieve or how they will need help to achieve it). Patterns of occupant activity can be very revealing — shedding light on what the architecture will need to do, and when it will need to do it. Thus, smart environments can not only help to “fix” needs that arise, but they can also help to prevent needs from ever arising in the first place.

So, the role of prediction in the design of smart of environments is to empower occupants. It isn’t about taking control or privacy from them. Instead, it’s all about helping occupants to achieve what they want, whether it is health, happiness, safety, productivity, or some other goal.

While not everything can be predicted in real-time (there are always margins of error), it does help to know that the future of smart environments may very well help to make life healthier, happier, and safer. Smart architecture can teach, warn, and react to occupant events and behaviors — let’s make sure we use such capabilities for the good of the occupant, to empower them.

Image Credit: © Dreamstime

Continue the Conversation


If this essay stirred a question, illuminated an idea, or touched something deeper in your own creative journey, I invite you to continue the conversation.


Each month, I reserve a small number of private one-on-one conversations for readers seeking thoughtful guidance and deeper dialogue around creativity, architecture, music, meaning, purpose, or the work they feel called to bring into the world.


These are not coaching sessions, business consultations, or productivity workshops. They are dedicated spaces for reflection, creative guidance, intellectual exploration, and discerning what comes next.


People often bring:


• A creative project or new venture

• Questions of purpose and calling

• Architecture, art, music, or writing pursuits

• Career transitions and life crossroads

• Ideas they wish to develop more deeply

• Simply a desire for meaningful conversation


Whether you are an artist, designer, architect, composer, writer, educator, founder, or lifelong learner, our conversation will be shaped around what matters most to you.


A thoughtful exchange of ideas, questions, and possibilities.

Limited availability each month.


Warmly,

Maria Lorena Lehman


Founder of MLL ATELIER

Author of PANTHEON OF WONDER

Continue the Conversation


If this essay stirred a question, illuminated an idea, or touched something deeper in your own creative journey, I invite you to continue the conversation.


Each month, I reserve a small number of private one-on-one conversations for readers seeking thoughtful guidance and deeper dialogue around creativity, architecture, music, meaning, purpose, or the work they feel called to bring into the world.


These are not coaching sessions, business consultations, or productivity workshops. They are dedicated spaces for reflection, creative guidance, intellectual exploration, and discerning what comes next.


People often bring:


• A creative project or new venture

• Questions of purpose and calling

• Architecture, art, music, or writing pursuits

• Career transitions and life crossroads

• Ideas they wish to develop more deeply

• Simply a desire for meaningful conversation


Whether you are an artist, designer, architect, composer, writer, educator, founder, or lifelong learner, our conversation will be shaped around what matters most to you.


A thoughtful exchange of ideas, questions, and possibilities.

Limited availability each month.


Warmly,

Maria Lorena Lehman


Founder of MLL ATELIER

Author of PANTHEON OF WONDER

Maria Lorena Lehman has received the following awards and has been seen in the following publications: