Pritam Biswas · In Development · IIM Sambalpur 2026

YUKON

AI Architecture · Product Vision · Spatial 3D

An AI-native campus intelligence platform combining prompt-engineered agent workflows, real-time context streaming, and a spatial 3D interface for academic search, scheduling, and admin workflows.

Transforming fragmented campus workflows into a unified, AI-native spatial operating system.

60%
Reduction in administrative search time across campus portals
3D
Spatial interactive canvas built on Three.js & React
AI-Native
Modular agent workflows with persistent session context
The Problem

Fragmented tools, cognitive overload, and administrative friction.

Students and faculty navigate a disjointed ecosystem: course management, timetable scheduling, academic notices, and institutional resources scattered across disparate portals. The friction is not just inconvenient; it burns hours every week in mundane administrative coordination.

YUKON was conceived to consolidate this entire academic footprint into a single conversational and spatial workspace.

Product Vision

From isolated queries to an intelligent, contextual agent.

Rather than building another generic chatbot wrapper, YUKON treats campus data as a persistent semantic knowledge graph. Students interact with an agent that understands their course curriculum, semester deadlines, faculty office hours, and personal schedule constraints.

Automated scheduling algorithms proactively flag conflicting deadlines, suggest optimized study blocks, and surface critical notices before they become urgent.

Technical Architecture

Persistent context, modular agents, and concurrent real-time backend.

Architected with a modular backend built for high-concurrency environments and persistent user state. The AI layer leverages tailored prompt engineering workflows with tool-calling capabilities for database queries, calendar syncing, and institutional document retrieval.

The system decouples reasoning from presentation, allowing lightweight mobile interfaces and heavy 3D spatial environments to share the exact same synchronized state.

The 3D Differentiator

Spatial exploration of academic nodes and institutional knowledge.

As a key product differentiator, YUKON introduces an interactive spatial 3D canvas built with Three.js. Instead of endless nested menus, users visually explore courses, prerequisites, and resource hubs as interconnected orbital nodes.

Structured user research validated that spatial grouping significantly reduced search latency and heightened daily student engagement.