AI-Powered Admission Counselor
Transforming University Admissions with Multi-Agent Intelligence
Industry
EdTech
Timeline
3 months
Team Size
4 engineers
Agents
7 AI
The Problem
Applying to universities—especially internationally—is a fragmented and overwhelming process.
01
Students spend 40+ hours on manual university research
02
Application requirements vary widely across institutions
03
Scholarship discovery is scattered and often outdated
04
Visa requirements are complex and frequently changing
05
Students miss deadlines due to poor planning or lack of guidance
The Solution
We built an AI-driven, agentic admissions consulting platform that breaks the process into specialized domains with intelligent orchestration at the core.
STEP 1
Master-Worker Architecture
Centralized orchestrator agent coordinates with 6 specialist agents, each handling specific domains
STEP 2
1 Orchestrator + 6 Specialists
Admission Counselor routes requests to University Search, Application Requirements, Scholarship Search, Scholarship Requirements, Essay, and Visa agents
STEP 3
Data-Driven Recommendations
Personalized recommendations based on student profiles and real data, not generic advice
STEP 4
Automated Discovery
Automates research across universities, scholarships, and visa requirements while keeping humans in control
What the System Is Made Of
1
Central Orchestrator for unified student experience
6
Specialized agents handling different admission domains
∞
Scalable to add new agents and domains as needed
Multi-Agent System
Click on any agent to explore its role and responsibilities
Every Stage the Request Passes Through
Point at a node to read its stage number and the id it carries in the code. Branches rejoin where the data does.
Nodes
6
Stages
4
Key Features
A comprehensive suite of AI-powered tools to guide students through every step of the admissions journey.
01
Intelligent Conversation Routing
Understands student queries and routes them to the right specialist agent with full context preservation.
02
Real-Time University Matching
Instant matching of universities based on academic profile, preferences, and goals with detailed rankings.
03
Scholarship Discovery Engine
Comprehensive search across thousands of scholarships to find the best opportunities for each student.
04
Application Timeline Management
Automated deadline tracking, document checklists, and progress monitoring across all applications.
05
Essay Assistance & Review
AI-powered feedback on personal essays and statements with suggestions for improvement and impact.
06
Visa Guidance & Requirements
Country-specific visa information, requirements, and procedural guidance for international students.
Technology Stack
Enterprise-grade technologies powering scalable, intelligent multi-agent systems.
Backend
Flask
Python
Database
Supabase
PostgreSQL
AI Framework
CrewAI
LLM
OpenAI GPT-4
Event-Driven
Microservices architecture with asynchronous message processing
Scalable
Designed to handle thousands of concurrent student interactions
Reliable
Enterprise-grade infrastructure with 99.9% uptime guarantee and robust monitoring
Measurable Impact
The agentic system delivered tangible value through intelligent automation and comprehensive guidance.
75%
Time Reduction
Reduction in manual research time for students
6
Specialist Agents
AI agents working in coordination to provide end-to-end guidance
1
Master Orchestrator
Central coordinator ensuring cohesive student experience
∞
Scalability
Easily extensible architecture for future agents and domains
Tell Us What Isn't Working Yet
Send the shape of the problem, the data you have and what a good outcome would look like. We will reply with an honest read on whether it is worth building — including when it is not.