Explore Problems & App Ideas
Search and filter 46 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.
App Ideas (2)
View allPrepGenius: Lesson Plan AI
Teachers with multiple preps or subjects waste hours manually creating lesson plans. An AI tool that auto-generates standards-aligned, personalized plans per subject can cut prep time by 80%.
“A first-time English teacher in South Korea experiences decision fatigue, boredom, and overwhelm from lesson planning across 6 textbooks, leading to hours of delay in starting tasks.”
“A first-year middle school science teacher struggles to efficiently extract key teaching actions from long, scripted online curriculum guides (OpenSciEd) and finds slide decks confusing without background context, leading to manual note-taking.”
EduForge: AI-Proof Lesson Planner
Teachers struggle with unreliable AI detectors that falsely accuse students, and need a way to create engaging, automated lesson plans that prevent AI cheating. This app provides AI-resistant writing prompts and gamified lesson planning tools that ensure student work is truly their own.
“Teachers create lesson plans with GPT and rely on ineffective AI detectors, leading to false accusations of student AI use.”
“Teachers lack engaging, zero-cost skill activity ideas for bagless day with only a laptop, printer, and projector.”
Individual Problems
LessonSpark
A teacher struggles to find engaging alternatives to worksheets and standard activities to make lessons more fun for students.
CurriculumScope
A Florida high school math teacher needs to understand how much curriculum planning and development is required for the new state-mandated FACT College Algebra course to decide whether to keep their existing teaching plan.
LessonFlow Pro
Teachers struggle with excessive lesson planning time due to a new digital curriculum (Amplify) that is difficult to navigate and overly focused on test prep.
PromptShield AI
Teachers need writing prompts that prevent students from using AI to complete assignments, but lack access to effective prompts designed for this purpose.
LessonFlow AI
A teacher needs to create BOL, CMAP, and WLOG documents but must manually transfer them from an AI tool to Word documents, which is tedious and time-consuming.
LessonCraft Pro
An early childhood educator spends 4 hours on lesson planning even with AI assistance, finding AI-generated plans inadequate and seeking more efficient methods.
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