Explore Problems & App Ideas

Search and filter 56 real business problems from workers across every industry. App ideas group related problems into buildable product concepts.

Problems
56
App Ideas
4
Industries
91

App Ideas (4)

View all
46

AuthenticWork

7 reports

Teachers need a tool to detect AI-generated content in student assignments and prevent AI-assisted cheating on homework. They want to ensure authentic student work both in-class and at home.

“A high school teacher struggles to detect and respond to student plagiarism from internet or AI sources, despite clear warning signs in the work.”

“A teacher is frustrated by detecting AI-generated writing in student take-home assignments due to telltale words like 'whilst' and unnatural patterns, despite existing in-class controls.”

43high
EducationCheating Detection
3MediumStable
45

EduGuard: AI Cheat Shield

15 reports

Teachers need a way to assign homework that ensures student work is original, especially with AI-generated code and essays. This app integrates with existing workflows to detect AI use in real-time and provides clear evidence for disciplinary actions.

“Students are bypassing lockdown browser software to use AI on exams, undermining academic integrity and creating an unfair environment.”

“A teacher cannot enforce consequences for student cheating because the school grading policy does not explicitly address cheating, and administration forces the teacher to override failing grades.”

43medium
EducationCheating Detection
4HighStable
45

IntegrityCheck Pro

15 reports

Teachers need a trustworthy tool to distinguish AI-generated from human-written assignments, as current detectors are inconsistent and unreliable. This app provides consistent, explainable results to support academic integrity decisions.

“Educators need a reliable way to detect when students use AI to complete assignments and exams, as current methods are easy to bypass.”

“Teachers cannot reliably determine whether a student's assignment reflects genuine understanding or was generated by AI, making it hard to assess learning.”

43crowded
EducationCheating Detection
4HighStable
47

Integrity Sentinel

15 reports

Teachers lack accurate tools to detect AI-generated essays and screen-mirroring during online exams, leading to false accusations or undetected cheating. An integrated solution that combines advanced AI writing forensics with real-time screen monitoring can restore exam integrity.

“Teacher is unable to detect or prevent students from cheating during online exams by screen mirroring and having a parent supervise the mirrored display.”

“Teachers lack efficient tools to detect AI-generated student writing and prove cheating to parents and administrators.”

43medium
EducationCheating Detection
4HighStable

Individual Problems

0
44

SafeTest Proctoring

Teachers cannot reliably detect cheating when using Google Forms in locked mode because students may still access external resources or collaborate.

EducationCheating DetectionTeacher3Medium$ implied
0
47

CodeIntegrity AI

Middle school coding teacher struggles with students using AI to cheat on programming assignments, making it hard to detect and address academic dishonesty.

EducationCheating DetectionTeacher3Medium$ implied
0
47

AuthentiHomework

Teachers avoid assigning homework because they cannot verify student work is original and most students would not complete it anyway.

EducationCheating DetectionTeacher3Medium$ implied
0
52

AuthCheck Edu

Teachers lack a reliable, equitable way to detect AI-generated essays when students cheat using headphones and AI voice, and face ambiguous disciplinary guidelines on burden of proof.

EducationCheating DetectionTeacher4High$ implied
0
47

IntegriMath Proctoring

Students are using non-educational AI tools like Canva to solve math assignments, making submission-based mathematics platforms like Delta Math ineffective for assessment.

EducationCheating DetectionTeacher4High$ implied
0
52

ClassEyes AI

Teachers are unable to prevent students from using AI tools (ChatGPT and Google AI) to complete classwork and homework, bypassing learning.

EducationCheating DetectionTeacher4High$ implied
0
52

AuthPen Authenticity Scanner

Teachers cannot reliably detect AI-generated text in digital assignments due to AI bypass tools, forcing reliance on paper submissions.

EducationCheating DetectionTeacher4High$ implied
0
47

IntegriCheck Classroom

Teachers managing all-digital assignments struggle to prevent cheating such as copy-pasting, using ChatGPT, and copying from other students.

EducationCheating DetectionTeacher3Medium$ implied
0
29

VeriParent

Teachers cannot verify whether messages from parents in a translation/communication app are actually written by a student impersonating a parent.

EducationCheating DetectionTeacher2Mild
0
42

PromptGuard AI

Students use AI to cheat by embedding hidden instructions in prompts that cause the AI to include a specific quotation, making it detectable but difficult to prove and enforce consequences.

EducationCheating DetectionInstructor4High
0
39

CheatShield Proctor

Teachers struggle to prevent students from cheating on handwritten, in-class tests with mixed paper colors and phone restrictions.

EducationCheating DetectionTeacher3Medium$ implied
0
52

EduIntegrity AI

Students are using AI to cheat on assignments, making it hard for teachers to assess genuine understanding.

EducationCheating DetectionTeacher4High$ implied
0
44

CheatShield Classroom

High school teacher needs better methods to detect and prevent student cheating, especially with fake phones.

EducationCheating DetectionTeacher3Medium$ implied
0
47

TestShuffle Pro

Students cheat on tests, requiring teachers to create multiple shuffled versions to prevent copying.

EducationCheating DetectionTeacher3Medium$ implied
0
49

IntegriMath: AI-Proof Math Practice

Students use AI to cheat on IXL math assignments, completing work unrealistically fast with high accuracy but performing poorly in class.

EducationCheating DetectionTeacher4High$ implied
0
52

EduShield AI

Educators need a reliable way to detect when students use AI to complete assignments and exams, as current methods are easy to bypass.

EducationCheating DetectionInstructor or Professor4High$ implied
0
47

AuthWrite Pro

Educators need a way to ensure students' submitted essays are authentically written by them, using AI to compare in-class writing samples against submitted work.

EducationCheating DetectionInstructor4High$ implied
0
52

VeritasLearn

Teachers cannot reliably determine whether a student's assignment reflects genuine understanding or was generated by AI, making it hard to assess learning.

EducationCheating DetectionTeacher4High$ implied
0
49

ConsistAI

AI detectors produce inconsistent results for the same text, making them unreliable for detecting AI-generated student work.

EducationCheating DetectionTeacher4High$ implied
0
49

UniCheck AI

AI detectors give inconsistent results for the same paper, making them unreliable for academic integrity checks.

EducationCheating DetectionInstructor4High$ implied

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