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Home/Explore/App Idea

EducationCheating Detection

Integrity Sentinel

AI and screen-mirroring cheating detection for online exams

0

Opp. Score

46

Reports

11

Severity

4High

Trend

17%

stable

First Seen

Apr 26, 2026

App Concept

Integrity Sentinel

Integrity Sentinel is a proctoring and detection app that uses a proprietary AI writing authenticity engine to flag AI-generated text with explainable confidence scores. It also monitors for screen mirroring, browser switches, and copy-paste events, generating tamper-proof evidence reports for parental/admin discussions.

Key Features

AI essay authenticity score with per-sentence analysis and explanation
Real-time screen mirroring detection and unauthorized app capture
Secure browser that blocks copy-paste and navigation during exams
Evidence report generation with timestamps and video clips for proof

Target Users: High school and college teachers administering online exams and essay assignments

Revenue Model: SaaS subscription per teacher or per institution tiered plan

AI Opportunity Analysis

Build Complexity

4 Complex

Revenue Potential

3 Moderate

Competition

Medium Competition

Revenue/Effort

1.5 Low

Build Complexity

Detailed analysis of build requirements, integrations, and technical complexity...

Revenue Potential

Market sizing, pricing strategy, and revenue model analysis...

Competition

Competitive landscape deep-dive with strengths and weaknesses...

Detailed Analysis

Available to founding members

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Solutions (0)

Problem Reports (11)

CopyGuard Classroom

Teachers need to disable copy-paste on student devices to prevent cheating and encourage manual effort for learning retention.

Education3MediumTeacher

Teachers cannot prevent students from concealing phones during high-stakes testing, risking their professional licenses.

Education5CriticalTeacher

CheatGuard Proctor

High school students cheat on laptop-based tests by switching desktops and using other devices despite lockdown browser and phone restrictions.

Education4HighTeacher

CheatShield Classroom

Teacher needs to prevent cheating during exams and lacks reliable monitoring tools.

Education4HighTeacher

Teachers cannot measure genuine student understanding because AI has made traditional writing assignments (like the five-paragraph essay) meaningless as assessment tools.

Education4HighTeacher

Teachers struggle to prevent cheating on school-managed iPads due to lack of effective monitoring tools.

Education3MediumTeacher

DeskWatch Proctor

Teachers need a way to prevent students from secretly switching desktops to cheat on assessments.

Education4HighTeacher

Teachers struggle to reliably detect AI-written essays due to inaccurate detection tools.

Education3MediumTeacher

LockDown Secure Browser

Students are cheating on computer-based tests by copying and pasting questions into browsers to find answers.

Education4HighTeacher

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.

Education4HighTeacher

AuthenticWriter AI

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

Education4HighTeacher

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Discussion (0)

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Existing Solutions Mentioned

exam.net1x
canvas logs1x
lockdown browser1x
class companion ai1x
five-paragraph essay1x
ai detection software1x
in-class writing samples1x
multiple other platforms1x
student oral explanation1x
google docs version history1x
school has a way to see ipad activity/tabs1x
manual check asking students to turn in phones1x
district finals program that locks out if off window1x

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Industries Affected

Education11 reports

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