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ResearchServicesPricingPartnersAbout
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  1. Home
  2. Research
  3. Axiom
  4. Proctoring Software

Proctoring Software

AI-powered remote exam monitoring that detects cheating through webcam, audio, and screen analysis
Back to AxiomView interactive version

AI proctoring software uses computer vision, audio analysis, and screen monitoring to detect potential cheating behaviors during remote exams, capturing data from webcams (eye movements, head position, presence of other people), microphones (background noise, conversations), and screen activity (browser switching, unauthorized applications) to flag suspicious behaviors for human review. These systems use machine learning algorithms to analyze behavioral patterns and identify anomalies that might indicate cheating, such as looking away from the screen frequently, unusual eye movements, background voices, or accessing unauthorized materials. By providing automated monitoring and flagging, these systems enable remote, high-stakes assessments while maintaining academic integrity, supplementing human proctors with AI that can monitor multiple signals simultaneously and flag potential issues for review.

This innovation addresses the challenge of maintaining exam integrity in remote learning environments, where traditional in-person proctoring isn't possible and where ensuring academic honesty is essential for credential validity. By providing automated monitoring, these systems enable remote assessments while attempting to maintain security. Companies like ProctorU, Examity, and various educational technology providers have developed these systems, with AI proctoring becoming widely used in online education and remote testing.

The technology is particularly significant for enabling remote, high-stakes assessments, where maintaining integrity is essential for credential validity. As remote learning and testing become more common, proctoring systems could become standard tools. However, ensuring accuracy, managing privacy concerns, avoiding false positives, addressing accessibility issues, and managing the stress and invasiveness of monitoring remain significant challenges. The technology represents an important tool for remote assessment, but requires careful implementation to balance security with privacy, accessibility, and user experience.

TRL
7/9Operational
Impact
4/5
Investment
3/5
Category
applications

Related Organizations

Meazure Learning logo
Meazure Learning

United States · Company

98%

Parent company of ProctorU, providing remote proctoring and assessment solutions.

Developer
Proctorio logo
Proctorio

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98%

Learning integrity platform offering automated proctoring via browser extensions.

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Examity logo

Examity

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Comprehensive online proctoring solution offering auto, live, and record-and-review options.

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Honorlock logo
Honorlock

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Hybrid proctoring solution combining AI monitoring with live human pop-ins.

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Respondus logo
Respondus

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Assessment tools for learning systems, including LockDown Browser and Monitor.

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Mercer Mettl logo
Mercer Mettl

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90%

Online assessment platform with integrated AI proctoring.

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Verificient logo
Verificient

United States · Company

90%

Identity verification and remote monitoring solutions (Proctortrack).

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Talview logo
Talview

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AI-powered hiring and proctoring solution.

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Safe Exam Browser logo
Safe Exam Browser

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85%

Web browser environment to carry out e-assessments safely.

Developer
Electronic Frontier Foundation (EFF) logo
Electronic Frontier Foundation (EFF)

United States · Nonprofit

75%

Digital rights group advocating for privacy in emerging technologies, including BCI and mental privacy.

Standards Body

Supporting Evidence

Evidence data is not available for this technology yet.

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