The prompts presented in this workflow utilize the same AI platforms discussed throughout the study—Perplexity AI, Gemini, and Midjourney. However, they represent expanded and more detailed design iterations developed specifically for the Contemporary Educational Building project.
These prompts were used to explore alternative massing configurations, interconnected spatial arrangements, daylighting strategies, natural ventilation approaches, façade systems, and material applications.
The objective was not to generate a final solution directly, but rather to investigate multiple design possibilities and evaluate their environmental, functional, and architectural implications before applying human judgment to refine and develop the final design proposal.
This workflow demonstrates how Artificial Intelligence can support concept generation, environmental analysis, visualization, and design exploration, while architects remain responsible for critical thinking, evaluation, and final decision-making throughout the design process.
Tool 1: Research AI (Perplexity)
Conduct a detailed environmental and solar-path analysis for a project site located at:
KLUST / IUKL Campus, Kajang, Selangor, Malaysia
Latitude: 2.98° N
Longitude: 101.73° E
The project is a 1,200-square-meter Contemporary Educational Building designed as a climate-responsive and collaborative learning environment. The design features interconnected building forms, deep roof overhangs, large curtain-wall glazing, open communal spaces, landscaped courtyards, and naturally ventilated circulation areas.
Provide a technical report addressing the following:
Analyze the solar path and peak radiation periods throughout the year, focusing on how the tropical sun affects the east, west, north, and south elevations.
Study the micro-climate conditions of Kajang, including high temperature, humidity, rainfall patterns, and prevailing monsoon wind directions.
Evaluate how deep roof overhangs and integrated shading devices reduce solar heat gain and protect glazed façades while improving daylight quality.
Analyze how interconnected open spaces, courtyards, and naturally ventilated circulation areas improve cross-ventilation, thermal comfort, and environmental performance.
Recommend passive design strategies suitable for the Contemporary Educational Building, including shaded curtain walls, façade screening systems, cross-ventilation, daylight control, and roof overhang optimization.
Explain how these environmental strategies support the final architectural concept:
"Interconnected Form – Collaborative Learning Environment"
Do not only summarize the environmental conditions. Provide clear architectural reasoning, climate-responsive design recommendations, and performance-based explanations suitable for an academic presentation. Explain how environmental analysis informs building form, spatial organization, user comfort, and the overall architectural identity of the project.
Tool 2 : Gemini (Text AI)
The design process begins with a simple three-storey rectangular volume derived directly from the functional requirements of the Contemporary Educational Building. This initial form establishes spatial efficiency, structural clarity, and a rational framework capable of accommodating learning, collaborative, and social functions.
At this stage, the mass is intentionally simple and orthogonal, representing the organized structure of contemporary educational environments.
The lower portion of the building is opened to create a welcoming and socially active ground level. Large openings are introduced to blur the boundary between interior and exterior spaces, transforming the base into a public learning and gathering environment.
The ground floor becomes an extension of the surrounding campus landscape, encouraging movement, interaction, and visual connectivity. This intervention simultaneously improves natural airflow and establishes the building as a collaborative social hub.
A series of interconnected spaces and courtyards are introduced within the building mass. This intervention is both spatial and environmental.
The courtyards bring natural daylight deep into the building while the open circulation areas allow prevailing breezes to move naturally throughout the structure. Together, these elements improve thermal comfort and reduce dependence on mechanical cooling systems while creating dynamic and interconnected learning environments.
The roof and façade undergo a transformation to become climate-responsive architectural elements. Deep roof overhangs and integrated shading devices become defining features of the project.
Beyond their visual expression, these elements provide extensive shading, reduce solar heat gain, and protect glazed façades from direct tropical sunlight while reinforcing the contemporary identity of the building.
The Contemporary Educational Building employs a climate-responsive envelope specifically designed for the tropical conditions of Kajang. Rather than relying heavily on mechanical systems, environmental performance is achieved through passive architectural strategies.
Deep roof overhangs extend beyond the building perimeter, reducing direct solar penetration into occupied spaces. These overhangs are particularly important on the east and west façades, where low-angle morning and afternoon sunlight generates the highest levels of heat gain.
Large curtain-wall glazing systems maximize daylight penetration and visual connectivity with the surrounding campus. However, the glazing is carefully protected by roof projections and integrated shading devices to prevent glare and excessive solar exposure.
Façade screening elements create layers of shade while maintaining visual openness. These elements reinforce the architectural language of the project while contributing to thermal performance.
The combination of shading, daylight control, and natural ventilation creates a building envelope that responds dynamically to its environment while maintaining a strong contemporary architectural identity.
The ground floor functions as the public heart of the building. It contains the reception area, lounge spaces, informal discussion zones, collaborative learning areas, and landscaped courtyard spaces.
This level is intentionally open and permeable. Large openings allow natural airflow to pass through the building while creating comfortable shaded gathering spaces.
The environmental strategy focuses on natural ventilation and passive cooling, creating pleasant outdoor and semi-outdoor environments throughout the day.
The first floor accommodates learning studios, discussion rooms, project spaces, and collaborative learning environments.
Spaces are organized around interconnected circulation areas, ensuring visual connectivity while maximizing access to daylight.
Large glazed openings provide balanced illumination levels between approximately 300–500 lux, creating comfortable conditions for studying, presentations, and collaborative activities.
Roof overhangs and shading devices reduce glare while maintaining a bright and productive learning environment.
The upper level houses multi-purpose spaces, presentation areas, creative activity zones, and support facilities.
Positioned beneath the extended roof overhangs, this level benefits from significant environmental protection while experiencing generous spatial qualities.
Filtered daylight enters the space indirectly, maintaining comfortable illumination levels of approximately 200–300 lux while minimizing excessive heat gain.
The combination of natural ventilation and roof shading creates a comfortable environment despite the tropical climate conditions.
The Contemporary Educational Building is conceived as a climate-responsive learning environment where environmental performance and architectural expression become inseparable.
The project transforms a simple architectural framework into an interconnected spatial experience through openness, collaboration, and environmental responsiveness.
The building does not resist its tropical environment; instead, it works with it.
Wind becomes comfort.
Daylight becomes spatial quality.
Shading becomes architectural expression.
Through interconnected learning spaces, naturally ventilated circulation areas, landscaped courtyards, and climate-responsive shading strategies, the building embodies the concept:
"Interconnected Form – Collaborative Learning Environment."
A place where architecture supports learning, creativity, social interaction, and collaboration while responding intelligently to climate and environmental conditions.
Tool Used: Midjourney (Image AI)
Generate an architectural exterior rendering of a Contemporary Educational Building located within the KLUST (IUKL) Campus, Kajang, Selangor, Malaysia.
The building is a climate-responsive and collaborative learning environment situated within a lush tropical landscape under an equatorial sunset sky. Use warm golden-hour lighting, orange and purple twilight tones, dramatic reflections, and atmospheric depth.
The architecture is defined by interconnected building forms, deep roof overhangs, and contemporary façades that create a strong and elegant architectural identity. The roof projections extend beyond the façades to provide extensive shading and climate-responsive protection.
Large transparent curtain-wall glazing reveals vibrant learning activities, collaborative workspaces, presentation areas, and social interaction within the building.
The ground floor is highly open and permeable, functioning as a public learning plaza with lounges, informal study spaces, gathering areas, and landscaped courtyards seamlessly connected to the surrounding campus.
Interconnected circulation spaces and open courtyards visually divide the building masses while promoting natural ventilation and daylight penetration.
The structure expresses contemporary materials including exposed steel elements, slender columns, large glazed façades, and integrated shading devices. The architectural language emphasizes connectivity, openness, and environmental responsiveness, reflecting the design concept:
"Interconnected Form – Collaborative Learning Environment."
Highly realistic architectural visualization, professional competition rendering, tropical sustainable architecture, climate-responsive educational building, cinematic lighting, ultra-detailed materials, realistic shadows, atmospheric depth, students and activity, premium architectural photography, ArchDaily quality, Dezeen quality, wide-angle exterior perspective, 8K render.