Moralo oa Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso ka Qi Sun ke mohlodi oa khau e hlomphehang haholo ya 2026 Moputso oa Boronse oa A' Design Award Mokhahleong oa Tlhodisano oa Moralo wa Softwere.
BoronseSoftwere· 2026
Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso
ka Qi Sun
Moreki: Qi Sun
Mohlodi oa Moputso oa Boronse oa A' Design Award Mokhahleong oa Softwere
Mohlodi oa Khau ea Netefaditsweng
Netefatsa Boemo ba Khau bakeng sa #181476Moralo
Mabapi le Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso
Sengoliloeng sa Buka: Insightpro ke sethala se thata sa tlhahlobo ea lintlha tsa thuto se etselitsoeng ho theha tlhaeli pakeng tsa litekanyo tse rarahaneng tsa litsi le tšusumetso ea baruti. E theiloeng holim'a lipatlisiso tsa saense ea ho ithuta, morero o sebelisa bohlale ba maiketsetso bo tsoetseng pele le thiori ea boima ba kelello ho fetola lintlha tse arohaneng hore e be lipale tsa botho tse ka sebetsoang. Moralo ona o etelletse pele ho hlaka le ho fihlella, o lumella basebetsi bao e seng litsebi tsa tekheniki ho khetholla likotsi tsa baithuti le ho kenya tšebetsong maano a thehiloeng holim'a bopaki, qetellong o khothaletsa toka ea thuto ka moralo oa dijithale o totobetseng ho basebelisi.
Kamohelo
Mabapi le Moputso oa Boronse oa A' Design Award
Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso ke mohapi oa Moputso oa Boronse oa A' Design Award, kananelo e hlomphehang haholo e fuoang meralo e ikhethang e tsejoang ka boqapi, bohlale ba ho qapa le bohlale. Bahapi ba Boronse ke lintho tse nang le bokhoni ka ho felletseng le boqapi bo hlollang tse tiisang boiphihlelo bo bongata, mohopolo le bokhoni ba ho iphumana ba baqapi ba tsona. Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso e lebelletsoe ho ba ntho e hlomphuoang haholo, e ratoang le e ratehang, e nang le boprofeshenale bo bonahalang le mehopolo e mecha. Moralo ona o hapileng Moputso oa Boronse oa A' Design Award o kenyelletsa mekhoa e metle ka ho fetesisa bonong, mahlaleng, moralong le theknolojing mme o hlahella ka ho tsepamisa maikutlo lintlheng tse nyenyane. Insightpro Mosebetsi o ka Sehloohong: Tlhahlobo ea Thuto ka Bohlale ba Maiketsetso e kutloisisa litlhoko hantle, e ama litakatso, e hapa maikutlo mme e tsosa takatso ea ho tseba.
Ka Mora Moralo
Sete ya Boraditaba
Litlhaku, ditho tsa sehlopha le lintlha tsa botekgeniki tse fanoeng ke moetsi wa moralo.
- Boleng bo Ikhethang
- 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.
- Boholo le Phuthelo
- 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.
- Lithegi
- education technology, data analysis
- Theknoloji ya Tlhahiso
- 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.
- Phephetso ya Moralo
- 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.
- Dipatlisiso
- 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.
- Kgothaletso
- 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.
- Nako ya Projeke
- The project started in January 2023 in Pittsburgh and finished in January 2026 in Denver.
- Tsamaiso ya Mosebetsi
- 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.
- Litho tsa Sehlopha
- Qi Sun
E Tshehelitsweng
Hlahloba ka Ntle ho Designers.org
Fumana dihlahiswa, ditshebeletso le menyetla ho tswa ho balekane ba rona ba papatso.
Tse Ding Tse ka Hlahlojwang
Meralo e Amanang
Hlahloba meralo e meng e hapileng moputso ho tswa mokgahlelong o tshwanang, e kgethilweng ka boleng.
