Ed5
2024
Automated Curriculum Planner for Schools- SaaS
An AI-powered curriculum and timetable planner designed to automate school scheduling. The system generates a complete yearly timetable in seconds based on constraints like teachers, subjects, classes, and availability.

Overview
An AI-powered curriculum planner that automates school timetable creation, reduces scheduling conflicts, and enables real-time adjustments through a visual grid interface..
It reduces manual effort, eliminates scheduling conflicts, and enables real-time teacher swaps with instant validation. The interface uses a clean grid-based layout with guided inputs, making complex academic planning fast, flexible, and error-free.
Built with a focus on speed, usability, and system intelligence, this product transforms a multi-day administrative task into a seamless, seconds-long workflow.
Problem
Core Problem
Manual timetable creation is complex + error-prone
Multiple dependencies:
Teachers
Subjects
Classes
Time slots

UX Insight
Overloaded spreadsheets
Manual conflict resolution
No system intelligence
Design Opportunity
π Reduce cognitive load + decision fatigue
π UX Goal:
Simplify a multi-variable system into a controllable interface
Research
π Quantitative Research (Survey Data)
π Category | π Value | π§ What It Means |
|---|---|---|
Manual scheduling usage | 87% | Schools depend on outdated tools like Excel |
Weekly scheduling conflicts | 72% | High error rate in planning |
Time spent per week | 6β10 hrs | Massive inefficiency in admin workflows |
Handling teacher absence | 74% struggle | No dynamic system in place |
Preference for automation | 65% (with control) | Users want assistance, not full AI takeover |
π§ Qualitative Research (User Interviews)
User Type | Statement | UX Insight |
|---|---|---|
School Admin | βWe recreate the timetable multiple times.β | Iteration fatigue due to lack of system validation |
School Admin | βOne change breaks everything.β | System lacks flexibility |
School Admin | βExcel doesnβt think.β | Need for intelligent automation |
Teacher | βSome days are overloaded.β | Poor workload balancing |
Teacher | βSchedules change suddenly.β | Lack of predictability & transparency |
π Behavioral Observations
Observation | Impact | Opportunity |
|---|---|---|
Trial-and-error scheduling | Time-consuming | Automate initial structure |
No real-time validation | High error rate | Instant conflict detection |
Manual constraint tracking | Cognitive overload | System-driven logic |
Static timetable systems | Poor adaptability | Dynamic scheduling system |
π§© Problem Synthesis
Problem Area | Description | UX Opportunity |
|---|---|---|
Constraint Overload | Too many variables (teachers, subjects, timing) | Smart rule-based automation |
Iteration Fatigue | Rework multiple times | Reduce loops via system generation |
Lack of Visibility | No system-level overview | Visual grid-based UI |
Trust Gap | Users hesitant to rely on AI | Hybrid control (auto + manual) |
π― Design Opportunity Mapping
User Need | Solution Direction |
|---|---|
Save time | One-click timetable generation |
Avoid conflicts | Real-time validation system |
Flexibility | Editable grid interface |
Control over automation | Manual override + swap feature |
User Journey
Admin Scheduling

Journey Map

Current Journey (Before Product)
Collect teacher + subject data
Start building timetable manually
Identify conflicts
Rework entire structure
Repeat multiple times
Pain Points
High friction in iteration
No system feedback
Time-consuming adjustments
π Opportunity Identified:
Reduce iteration loops
Provide real-time validation
Automate initial structure
User Scenario
Scenario 1: Quick Timetable Creation
Admin needs to generate full-year timetable in minimal time
β System generates instantly
β No conflicts by default
Scenario 2: Teacher Unavailable
A teacher is absent on a specific day
β Admin swaps teacher
β System validates instantly
Scenario 3: Manual Adjustment
Admin wants to tweak generated schedule
β Editable grid
β Immediate feedback (valid/invalid)
Ideation
An Automated Curriculum Planner that:
Generates a full-year curriculum and timetable in seconds
Allows real-time teacher substitution (swap system)
Balances:
Teacher workload
Subject distribution
School constraints
Provides manual override + AI-assisted suggestions
Designs





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