Insightpro Te Tātari Mātauranga Ai nā Qi Sun

Ko te hoahoa Insightpro Te Tātari Mātauranga Ai nā Qi Sun he kaitoa whakahirahira o te 2026 A' Design Award Parahi i te Wāhanga Whakataetae Hoahoa Pūmanawa Rorohiko.

ParahiPūmanawa Rorohiko· 2026

Insightpro Te Tātari Mātauranga Ai

nā Qi Sun

Kiritaki: Qi Sun

Kaitoa o te A' Design Award Parahi i te Wāhanga Pūmanawa Rorohiko

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Kaitoa Tohu Manatokohia

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Tirohia i te A' Design Award Pānui Pāpāho Tohu Tohu

Ngā Tae

Te Hoahoa

Mō Insightpro Te Tātari Mātauranga Ai

He pae tātari raraunga mātauranga matatau a Insightpro i hangaia hei whakawhitiwhiti i te āputa i waenga i ngā ine whare matatini me te wawaotanga a te kaiako. I āhua ki runga i ngā rangahau pūtaiao ako, e whakamahi ana te kaupapa i te atamai horihori matatau me te ariā tukunga hinengaro hei whakawhiti i ngā raraunga whakawehewehe hei kōrero tangata ka taea te mahi. E whakaarotia ana e te hoahoa te mārama me te wātea, e āhei ai ngā kaimahi ehara i te hangarau ki te tautohu i ngā mōrearea ākonga me te whakatinana i ngā rautaki i ahu mai i ngā taunaki, ā, ka mutu ka whakatairanga i te mana ōrite mātauranga mā tētahi anga matihiko e arotahi ana ki te kaiwhakamahi.

Te Whakamihi

Mō te A' Design Award Parahi

Ko Insightpro Te Tātari Mātauranga Ai te toa o te A' Design Award Parahi, he whakaaetanga tino whai mana e hoatu ana ki ngā hoahoa kōeke e tohua ana mā te auaha, te mahi mōhio me te whakaaro hōhonu. Ko ngā toa Parahi he mahi pukenga e rite ana, he auaha mīharo, e whakatūturu ana i te wheako nui, te whakaaro me te mōhio-ā-ringa o ā rātou kaihoahoa. E tūmanakohia ana ko Insightpro Te Tātari Mātauranga Ai he taonga whakanuia, whakamīharotia, aroha nui, he ngaio, he auaha hoki. Ko tēnei hoahoa i toa i te Parahi e whakauru ana i ngā tikanga pai rawa i te toi, te pūtaiao, te hoahoa me te hangarau, ā, he tino mīharo ki ngā taipitopito. Ka whakatutuki a Insightpro Te Tātari Mātauranga Ai i ngā hiahia, ka pā ki ngā hiahia, ka whakaoho i ngā kare-ā-roto, ā, ka kume i te pākiki.

I Muri i te Hoahoa

Kete Pāpāho

Ngā whakamihi, ngā mema o te rōpū me ngā taipitopito hangarau i whakaratohia e te kaihoahoa.

Āhuatanga Motuhake: 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.
Inenga & Pēketanga: 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.
Tūtohu: education technology, data analysis
Hangarau Whakanao: 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.
Wero Hoahoa: 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.
Rangahau: 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.
Whakaaweawe: 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.
Roanga o te Kaupapa: The project started in January 2023 in Pittsburgh and finished in January 2026 in Denver.
Rerenga Mahi: 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.
Ngā Mema o te Rōpū: Qi Sun