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.
App Ideas (4)
View allAuthenticWork
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.”
EduGuard: AI Cheat Shield
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.”
IntegrityCheck Pro
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.”
Integrity Sentinel
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.”
Individual Problems
FairCheck Academic Integrity
AI detectors produce inconsistent results and have racial bias, making them unreliable for serious use.
VeritasAI
AI detectors give inconsistent results, even flagging human-written work as AI-generated, undermining their credibility.
ConsistencyGuard AI
AI detectors give inconsistent results for the same student paper, making them unreliable for academic integrity screening.
ConsistentCheck AI
AI detectors produce inconsistent results for the same paper, making them unreliable for serious academic use.
CopyGuard Classroom
Teachers need to disable copy-paste on student devices to prevent cheating and encourage manual effort for learning retention.
CheatGuard Edu
Teachers struggle to prevent cheating on school-managed iPads due to lack of effective monitoring tools.
CheatShield Classroom
Teacher needs to prevent cheating during exams and lacks reliable monitoring tools.
CheatGuard Proctor
High school students cheat on laptop-based tests by switching desktops and using other devices despite lockdown browser and phone restrictions.
DeskWatch Proctor
Teachers need a way to prevent students from secretly switching desktops to cheat on assessments.
VeritasAssess
Teachers cannot measure genuine student understanding because AI has made traditional writing assignments (like the five-paragraph essay) meaningless as assessment tools.
TestGuard Pro
Teachers cannot prevent students from concealing phones during high-stakes testing, risking their professional licenses.
ExamSafe Calc
Students in STEM courses need a scientific calculator that has advanced functions but is not banned during tests due to programmability concerns.
CheatShield Proctor
Teacher is unable to detect or prevent students from cheating during online exams by screen mirroring and having a parent supervise the mirrored display.
VeriText AI
Teachers struggle to reliably detect AI-written essays due to inaccurate detection tools.
LockDown Secure Browser
Students are cheating on computer-based tests by copying and pasting questions into browsers to find answers.
AuthenticWriter AI
Teachers lack efficient tools to detect AI-generated student writing and prove cheating to parents and administrators.
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