Insightpro Tlamachtiliztli Tlatemoliztli ica Ai by Qi Sun

Insightpro Tlamachtiliztli Tlatemoliztli ica Ai by Qi Sun is a highly esteemed winner of the very prestigious 2026 Mahuizolli A' Design Award Bronse in Tepoztlahtolamatl Tlachihchihualiztli Competition Category.

BronseTepoztlahtolamatl· 2026

Insightpro Tlamachtiliztli Tlatemoliztli ica Ai

by Qi Sun

Client: Qi Sun

Mahuizolli A' Design Award Bronse Winner in Tepoztlahtolamatl Category

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The Design

About Insightpro Tlamachtiliztli Tlatemoliztli ica Ai

Insightpro ce huey tlamachtiliztli tlatemoliztli tlachihualli campa nemi inahuac in ohuitlatolli tlapohualiztli ihuan in tlamachtihqui itequipanoliztli. Motzonteconquetza ipan in tlamachtiliztli tlamatiliztli tlatemoliztli, in tequitl quitequihuia in huehca tlamatiliztli tlachiuhqui ihuan in nematiliztli ietic tlanahuatiliztli inic quicuepa in tzayanqui tlapohualiztli ipan tlacatl tlapohualli huelitilizotl. In tlachihualiztli achto quitlalia in chipahualiztli ihuan in axcanaliztli, quincahua in amo tlamatini tequipanohqueh inic quixmati in mopilhuan ohuihcayotl ihuan quitlalia in neltiliztli ipan motlalia tlamantli, zatepan quichihua in tlamachtiliztli nepaniuhcayotl ipan ce tlacatl-yollotl digital tlatlaliliztli.

The Recognition

About the Mahuizolli A' Design Award Bronse

Insightpro Tlamachtiliztli Tlatemoliztli ica Ai ca in quicuic in Mahuizolli A' Design Award Bronse, hueyi tlamahuizoliztli tlen momaca in cualli tlachihualli in motenehua ipampa yancuic tlamantli, tlamatiliztli ihuan ixtlamatiliztli. In quicuicah Bronse ca tlachihualli in quipia toltecayotl ihuan quinextia in cenca miac nemiliztli ihuan tlamatiliztli intlachihuanime. Ca quinequi in Insightpro Tlamachtiliztli Tlatemoliztli ica Ai ca tlazohtli tlamantli, mahuiztic ihuan cualli. Ni dizayno in quicuic Bronse quipia cualli toltecayotl ihuan quitta in tlen tepiton. Insightpro Tlamachtiliztli Tlatemoliztli ica Ai quipaquiltia in tlacah ihuan quitlamahuiztiltia in intlanequiliz.

Behind the Design

Press Kit

Credits, team members and technical details provided by the designer.

Unique Properties: Higher education is often data-rich but insight-poor, as complex tools create barriers for educators. Insightpro simplifies it through intelligence-driven visuals, predictive risk forecasting, and a smart agent that automates report generation. By lowering the technical bar for data analysis, the platform enables all staff to collaborate on timely interventions. This promotes educational equity by ensuring that no student slips through systemic cracks due to administrative delays.
Dimensions & Packaging: The platform is built on a 4px soft-grid system with a fluid 12-column layout for cross-device responsiveness. It utilizes web accessibility compliant color palette optimized for high-contrast dark environments. The data visualization engine renders via WebGL for high-performance interaction. Technical stack logic supports standard connectivity for student information systems, intelligence layer leverages language model parameters for real-time natural language synthesis.
Tags: education technology, data analysis
Production Technology: Insightpro uses a predictive engine trained on anonymized historical student data for high-accuracy risk forecasting. The recommendation model is built on cognitive load theory to optimize information density for educators. It integrates scaffolding and spaced repetition principles into automated strategies. The interface was developed using advanced frameworks, ensuring intelligent insights are translated into human-centered academic pathways.
Design Challenge: The primary obstacle involved translating high-dimensional student data into accessible human narratives without compromising analytical rigor. Internally, the project addressed the social perspective of data anxiety among educators. Externally, challenges included fragmented information across legacy systems. These were overcome by implementing a research-based computational framework that prioritizes cognitive clarity over raw metrics, ensuring data privacy while pushing the boundaries of intelligent user experience.
Research: The designer conducted qualitative action research to bridge the gap between complex analytics and educational practice. Objectives focused on lowering technical barriers for educators. Methodology included semi-structured interviews and weekly meetings with university admins, using open coding for thematic analysis. Results identified "data isolation" as a key hurdle. Insights led to an intelligent narrative model that enhances educational equity and administrative efficiency.
Inspiration: Built upon advanced research in learning sciences at Carnegie Mellon University, this project addresses the systemic gap between complex educational data and frontline decision-making. My motive was to implement an evidence-based design that ensures educational equity through technology. Insightpro represents a professional synthesis of cognitive principles and intelligent systems, aimed at transforming administrative capacity into proactive student support strategies for global institutions.
Project Duration: The project started in January 2023 in Pittsburgh and finished in January 2026 in Denver.
Operation Flow: Users sync existing student data to Insightpro. Educators interact through natural language queries, the model extracts key metrics and generates dynamic visualizations. Clicking "Predict" triggers risk identification and actionable strategy suggestions, such as targeted teaching interventions. Teams pin insights directly onto charts for real-time collaboration. Finally, the intelligence system synthesizes all team discussions and data into automated reports, increasing administrative efficiency.
Team Members: Qi Sun