About Kumora
A Smart Campus Digital Twin, built for modern institutions.
Kumora is a comprehensive platform that integrates cutting-edge technologies into a cohesive, user-centric ecosystem — combining AI, GIS mapping, automation, and a student marketplace to drastically improve navigation, administration, and student services across the campus.
Our mission
Bridging the physical and digital divide.
Modern campuses are at the forefront of innovation, requiring profound digital transformation to meet evolving student and administrative demands. Kumora leverages Digital Twin technology — a sophisticated virtual replica of the physical campus, enriched with real-time data.
The result is an interactive, intelligent virtual campus model that serves as a dynamic interface for every stakeholder: students, staff, visitors, and leadership.
What we combine
Four technologies, one cohesive ecosystem.
AI
Intelligent assistance and predictive analytics that automate student support and administrative tasks.
GIS Mapping
Precise navigation and spatial awareness with a live, centimeter-accurate model of every building.
Automation
Streamlined operations and resource management — from room bookings to event scheduling.
Marketplace
Dynamic student services and peer-to-peer commerce within a single trusted ecosystem.
Why a smart campus now
The pain points we set out to solve.
New students struggle with navigation, manual systems for bookings and events are slow and error-prone, and there's no centralized platform to bring it all together. Kumora exists to change that.
Fragmented digital ecosystem
The absence of a centralized campus platform leads to scattered information and disjointed services.
Navigation difficulties
Poor wayfinding for visitors and new students hinders their first experience and overall integration.
Inefficient manual processes
Manual facility booking and communication consume valuable time and resources for staff and students.
No student-centric commerce
The lack of a marketplace limits student entrepreneurship and peer-to-peer services.
Built on proven research
Drawing insights from leading digital twins.
Our approach is grounded in interdisciplinary research across smart-city digital twins, smart campus architecture, AI chatbots in education, and GIS real-time systems.
Inspiration
HKUST Digital Twin Campus
The Hong Kong University of Science and Technology runs a successful 3D campus visualization with real-time building monitoring and energy-optimization dashboards — proving the feasibility of a comprehensive digital twin for academic institutions.
Scalability proof
Virtual Singapore
A pioneering national digital twin: a high-fidelity 3D model used for urban planning, simulation, and disaster management. It shows how digital-twin technology scales from a single campus to an entire city.
Tech stack
The engineering behind the platform.
Kumora is built on a modern, web-based stack engineered for real-time interaction, data visualization, and enterprise-grade security.
React + TanStack Start
Server-rendered, type-safe web application framework.
Tailwind CSS
Design-system-driven, responsive UI styling.
GIS & Mapping Engine
Spatial indexing for indoor + outdoor wayfinding.
AI / LLM Services
Conversational campus assistant and automation.
Lovable Cloud (Postgres)
Secure, real-time data with row-level security.
Edge Functions
Serverless logic for bookings, payments, and alerts.
Educator-led
Every feature is reviewed by the educators and administrators who'll actually live with it.
Engineering bar
We treat reliability as a feature. 99.97% measured uptime, not a marketing claim.
Open by default
We publish our APIs and our data schema, so you're never locked in.