Woman with glasses working on a laptop at a desk with a plant and lamp nearby.

#1 Rated EASIEST TO USE ONLINE PROCTORING TOOL

Online proctoring & participation monitoring

Integrity Advocate protects online assessments with identity verification, AI-assisted monitoring, and trained human review, so every result your program issues is fair, trustworthy, and defensible.

Smiling woman holding a UK driver's license in front of a computer with a webcam.

OUR APPROACH TO ONLINE PROCTORING

Protect the full assessment without adding friction

Integrity Advocate combines identity verification, AI-assisted monitoring, and trained human review in a no-install browser experience. Test takers move through the process easily, while your team receives documented outcomes it can trust and defend.

No installs or extensions

AI-assisted monitoring with verified human review for fair, accurate and defensible results

Audit-ready records for appeals, compliance, and accreditation

PART OF THE FULL PICTURE

Online proctoring is one part of end-to-end assessment security

Integrity Advocate protects every stage of the assessment lifecycle: before, during, and after the assessment. Each layer works together to create a continuous chain of integrity, so every result is connected, reviewed, and defensible.

Étape 1

Identity verification

Confirm the right person is starting the assessment with accepted ID checks, live photo capture, and human review.

Step 2

Proctoring + session monitoring

AI-assisted monitoring flags unusual activity throughout the session. Human reviewers apply context before anything is reported, keeping the experience fair for test takers and defensible for your program.

Step 3

Defensible results

Human-reviewed outcomes are documented and shared with your team, creating a clear record for appeals, audits, compliance reporting, accreditation, or credential issuance.

Pre-exam
During exam

Pourquoi nous choisir ?

Built for evolving assessment risks

Online assessment risks are evolving. Automated flags alone aren't enough. Integrity Advocate combines AI-assisted monitoring with trained human review to identify potential integrity concerns, apply your program rules, and deliver documented, defensible outcomes.

Identity & participation

Confirm the right person starts the assessment and remains present throughout the session.

Session activity

Flag unusual behavior or activity that may require review during the assessment.

Assessment environment

Identify potential concerns such as additional people, unauthorized assistance, or unexpected interruptions.

Program rules

Support the rules your program defines for a valid assessment experience.

Content and resource use

Help identify activity that may suggest unauthorized resources, screen changes, or actions that compromise assessment integrity.

Defensible outcomes

Create a documented, human-reviewed record your team can reference if a result is questioned.

Smiling woman working on laptop at a desk with houseplants and bookshelves behind her.

VERIFIED BY HUMAN REVIEW™

Technology can flag activity. A human makes the result defensible.

Automated tools can identify unusual activity, but they cannot always understand context. Test takers may have accommodations, technical issues, environmental interruptions, or behavior that looks unusual without being misconduct.

Integrity Advocate pairs AI-assisted monitoring with trained human review. A real person evaluates flagged activity in context before anything is reported, giving test takers a fair process and your program a record it can stand behind.

Man in blue hoodie sitting at desk using a laptop in a cozy living room with bookshelves and plants.

PRIVACY-FIRST BY DESIGN

Protect integrity without overreaching

Integrity Advocate is designed to collect only what is needed to verify the test taker, monitor the assessment, and document reviewed outcomes. Sessions happen in the browser with no downloads or extensions, helping programs protect integrity while respecting the test taker experience.

  • Minimal data collection
  • No downloads or extensions
  • Human review before outcomes are shared
  • Compliance-aware for education, certification, and training programs
  • Respectful test taker experience

TRUSTED BY PROGRAMS WORLDWIDE

Programs worldwide rely on Integrity Advocate for online assessments that are fair, trustworthy, and defensible

Over 10 million sessions proctored, zero breaches in 12+ years, 98% client retention, and the #1 spot on G2 for ease of use.

HOW WE COMPARE

Three ways to proctor online, only one gives you results you can stand behind

The difference becomes obvious the moment a result is questioned.

What programs need
Human-reviewed ID check
Human-reviewed outcomes
Human-reviewed ID check
Defensible audit record
Human-reviewed ID check
Easy test taker experience
Human-reviewed ID check
Privacy-first experience
Human-reviewed ID check
Accommodation-aware review
Human-reviewed ID check
AI-assisted cheating risk
AI-only proctoring
Human-reviewed outcomes
Automated flags only, limited context
Defensible audit record
Algorithm log only, hard to defend
Easy test taker experience
Often requires downloads or extensions
Privacy-first experience
Broad data collection can create concern
Accommodation-aware review
Cannot reliably apply context
AI-assisted cheating risk
May miss issues with no obvious behavioral signal
In-person proctoring
Human-reviewed outcomes
Human judgment, but difficult to scale
Defensible audit record
Documentation varies by proctor or process
Easy test taker experience
Requires physical presence or scheduled coverage
Privacy-first experience
Varies by provider or institution
Accommodation-aware review
Depends on individual proctor judgment
AI-assisted cheating risk
Limited by availability and live session format
Integrity Advocate
Human-reviewed outcomes
Every flagged session reviewed by a trained person
Defensible audit record
Time-stamped, human-reviewed record per session
Easy test taker experience
Browser-based, any device, zero install
Privacy-first experience
Minimal data, privacy-first, GDPR / FERPA / PIPEDA aligned
Accommodation-aware review
Reviewer applies program rules and accommodation context
AI-assisted cheating risk
Human review adds context where automated signals fall short

Built for programs where defensible outcomes matter

Different programs have different assessment risks. Integrity Advocate gives each team a secure, scalable, and human-reviewed way to protect the results they issue.

Young woman wearing gray sweater types on a laptop at a wooden desk in a cozy room.

Education programs

Deliver fair online assessments while respecting the student experience, protecting privacy, and reducing support burden.

Chef in white uniform uses tablet in a commercial kitchen with stainless steel pots and appliances.

Training & compliance programs

Scale remote assessments with audit-ready reporting for learners completing training in the field, at work, or anywhere they need to test.

Woman with glasses in orange shirt working on a desktop computer at a desk in a home office.

Certifying & awarding bodies

Protect the integrity of certifications with identity verification, human-reviewed outcomes, and records that stand up to scrutiny.

Secure online proctoring that fits your workflow

Integrity Advocate works with your existing assessment process, whether you use an LMS, training platform, certification system, or custom workflow. Test takers complete sessions in the browser with no downloads or extensions, while your team gets a straightforward setup that can scale across programs, cohorts, and remote learners.

  • Works with supported LMS platforms and assessment workflows
  • No downloads or extensions for test takers
  • Simple setup for administrators
  • Scales across programs, cohorts, and remote learners

CE QUE DISENT NOS CLIENTS

"Integrity Advocate integrates easily with our current system. It runs smoothly and is aesthetically pleasing. It is also very effective at proctoring while not being too invasive; our users feel comfortable using it. Integrity Advocate strikes the right balance of integrity and privacy, which is hard to find!"

Nathan
Principal, E-Learning company
4.5/5
on G2

Results you can actually stand behind

Every flag reviewed by a real person. No installs. Zero breaches in 12 years. See how Integrity Advocate works and what it means for your program.

10M+

Total sessions proctored

65+

Languages supported

98%

Client retention rate

To get support, please visit support center

Resources on online proctoring & participation monitoring

Explore our latest educational resources and industry insights on online assessments security and identity verification.

Integrity Advocate ranked #1 in the G2 Summer 2026 Usability Index for Online Proctoring, its second consecutive season at the top.
Company updates

Integrity Advocate Is Ranked #1 for Online Proctoring on G2. Here’s What That Means.

May 29, 2026

|

5 min de lecture

Integrity Advocate ranked #1 in the G2 Summer 2026 Usability Index for Online Proctoring, its second consecutive season at the top. This post breaks down what the ranking measures, how IA scored against Honorlock, Proctorio, and Meazure Learning, and the design decisions behind the results: no-install access, human review on every flag, and privacy by design.

Integrity Advocate ranked #1 in the G2 Usability Index for Online Proctoring, for the second consecutive season. G2’s rankings are built entirely on verified reviews from real users: the administrators, directors, and instructors who actually run exams on these platforms every day. They rated us best, and that matters.

Here’s a look at what the ranking measures, what the data shows, and why it reflects something real about how IA is built.

What Is the G2 Usability Index?

G2 is the largest peer-to-peer software review platform in the world. Their Usability Index ranks products within a category based on three user-rated dimensions:

  • Ease of Use — how intuitive the platform is for test takers and administrators
  • Ease of Administration — how much overhead it takes to set up and manage
  • Meets Requirements — whether the platform actually does what programs need it to do

Every score comes from authenticated, verified reviews. Companies cannot pay to improve their position. There is no sponsorship or placement influencing the results. The index score reflects what users say nothing more.

The Summer 2026 Rankings

Here is how the full category stacked up in the G2 Summer 2026 Usability Index:

# Product Usability Score G2 Index Score
1
Integrity Advocate
85% usability
8.45 #1
2
Honorlock
81% usability
8.07
3
Proctorio
79% usability
7.94
4
Quilgo
78% usability
7.81
5
Talview
78% usability
7.78
6
Meazure Learning
72% usability
7.24

Source: G2 Usability Index for Online Proctoring | Summer 2026 (Draft). Products ordered by index score.

Source: G2 Usability Index for Online Proctoring, Summer 2026. Products ordered by index score.

Integrity Advocate holds a 0.38-point lead over the second-ranked platform and a 1.21-point lead over the lowest-ranked platform in the category. In an index where scores cluster tightly, that gap is significant.

Above Category Average Across Every Dimension

G2 scores IA above the category average on every metric the Usability Index measures:

Overall Usability Score
85%
IA
85%
Avg
79%
G2 Index Score
8.45
Summer 2026 · #1 Ranked

No other platform in the category leads the field on all three dimensions simultaneously.

What the Data Looks Like Head to Head

Numbers tell the story more clearly than positioning claims. Here’s how IA compares to the platforms most programs evaluate side by side:

Integrity Advocate vs. Honorlock

  • Ease of Use: 94% vs. 90%
  • Ease of Admin: 92% vs. 93%
  • User Adoption: 76% vs. 50% (+26 points)
  • G2 Index Score: 8.45 vs. 8.07

The user adoption gap is the one worth paying attention to. A 26-point difference in adoption rates suggests that one platform is meaningfully easier for test takers to actually use — not just to set up.

Integrity Advocate vs. Proctorio

  • Ease of Use: 94% vs. 89% (+5 points)
  • Ease of Admin: 92% vs. 87% (+5 points)
  • Meets Requirements: 91% vs. 89% (+2 points)
  • G2 Index Score: 8.45 vs. 7.94

Integrity Advocate vs. Meazure Learning

  • Ease of Use: 94% vs. 75% (+19 points)
  • Meets Requirements: 91% vs. 77% (+14 points)
  • Ease of Admin: 92% vs. 83% (+9 points)
  • G2 Index Score: 8.45 vs. 7.24

Why IA Scores Where It Does

Rankings don’t come from nowhere. The G2 scores reflect specific, deliberate decisions we made about how to build this platform.

No install. Any device. Any browser. Test takers don’t download anything. There’s no browser extension, no IT ticket, no pre-exam anxiety about whether the software will work. They log in and start. Administrators don’t field support calls about setup. That’s a direct driver of a 94% Ease of Use rating — 6 points above average.

Human review on every flag. At every pricing tier. Most platforms treat human review as a premium feature. At IA, a trained reviewer assesses every flag before any outcome is issued — regardless of which plan a program is on. That’s not an add-on. It’s the standard. When a result gets challenged by a student, an employer, or an accreditor, there’s a reasoned judgment behind it, not just an automated flag.

Privacy first, by design. We collect only what is necessary. The platform is FERPA, GDPR, and PIPEDA compliant. Zero data breaches across more than a decade of operation. Programs that have faced scrutiny for invasive proctoring practices know what’s at stake. IA is built to keep programs defensible on that front.

Results that hold up. From identity verification before the exam to reviewed outcomes after it, every stage connects into one documented record. When something is challenged, administrators have what they need to respond. That completeness shows up in the “Meets Requirements” score.

What Users Are Actually Saying

These reviews are authenticated and verified by G2.

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The Numbers Behind the Platform

The G2 ranking reflects a platform that has been in continuous operation for over a decade:

  • 98% client retention — programs that stay because the platform keeps working, year after year
  • Zero data breaches — across more than 12 years of operation
  • 10M+ proctored sessions — at scale, across credentialing bodies, institutions, and training providers
  • 4.5 stars on G2 — based on 23 verified reviews

See the Full G2 Report

The G2 Summer 2026 Usability Index for Online Proctoring is available in full. If you’re evaluating platforms, it’s worth reading the methodology alongside the scores.

IA G2 Report CTA Section
G2 SUMMER 2026 #1 USABILITY INDEX

See the Full G2 Report

The G2 Summer 2026 Usability Index for Online Proctoring is available in full. If you're evaluating platforms, it's worth reading the methodology alongside the scores.

8.45
G2 Index Score
94%
Ease of Use
4.5
G2 Star Rating
#1
Out of 6 Platforms

Access the G2 Report | Request a Demo

Integrity Advocate is a browser-based online proctoring platform built for credentialing organizations, education institutions, and training providers. Human review is included in every session, at every pricing tier, by default.

Online Proctoring
Woman smiling while typing on a laptop at home, representing a comparison guide to the top online proctoring platforms.
Blogs & articles

Top Proctoring Tools in 2026, Ranked by What Actually Matters

April 6, 2026

|

5 min de lecture

Not sure which proctoring tool fits your program? This guide compares the top 10 platforms of 2026, breaks down the three proctoring models, and shares the one vendor question that determines what your results are actually worth.

The market for best online proctoring tools has grown fast, and so has the noise around it. The global online proctoring market is projected to grow from $700 million in 2023 to over $2.1 billion by 2030. Remote learning is standard. AI-assisted cheating is a real and growing threat. And programs across education, credentialing, and workforce training are under more pressure than ever to issue results that are trusted, accurate, and defensible.

In many ways, the tools have kept up with that growth. But not all of them have kept up in the right ways. Some have leaned hard into automation at the expense of fairness. Others have added AI features without answering the question programs actually need answered: when a result is challenged, can you stand behind it?

The market has largely framed this as a choice. Speed and scale on one side. Human judgment and defensibility on the other. What most programs actually need is both, without having to trade one for the other. That is what this list is really about.

What to Evaluate Before You Look at a Single Tool

Feature lists are easy to produce. What matters is whether a platform solves the problems that actually cost programs time, money, and credibility. Here is the framework worth using:

Can you defend a result?

When a flagged incident leads to a consequence, someone will ask how that decision was made. AI alone cannot answer that question in a way that holds up to scrutiny. You need a documented human review trail. Not an algorithm output. A process.

Is privacy built in or bolted on?

Data privacy requirements are not going away. FERPA, GDPR, and emerging state-level frameworks all affect how proctoring data can be collected, stored, and used. Platforms that treat privacy as a compliance checkbox are a liability. The ones built around data minimization from the ground up are not.

Does the experience reflect well on your program?

Proctoring that feels invasive or surveillance-heavy creates friction, complaints, anxiety, and lower completion rates. The process should feel fair to the person going through it. When it does, you get fewer disputes and better outcomes.

Who supports your program beyond kickoff?

Implementation support, responsive account management, and an onboarding process that actually works. Client retention rates tell you more than case studies.

Does it cover the full assessment journey?

Identity verification before the exam. Monitoring during it. Clean, documented results after. Gaps in any of those stages are gaps in your program’s integrity.

The Three Proctoring Models

Every tool on this list falls into one of three categories. The model matters as much as the features.

Model 01

Live Proctoring

A human proctor monitors the session in real time, with the ability to intervene as the exam happens. Strongest for high-stakes exams where immediate response matters.

The trade-off: scheduling windows and per-session costs make it hard to scale for programs running high volumes.

Human-led
Model 02

Automated AI Proctoring

Algorithms monitor the session only, with no human involvement. Low cost and high volume make it accessible at scale.

The trade-off: flag rates of 15 to 20 percent mean the review burden comes back to your institution. Your staff sorts the incidents, not your vendor.

AI-only
Model 03

Hybrid Proctoring

AI detection paired with human review. The right balance of scale and defensibility, when implemented correctly.

The quality varies significantly depending on one thing: whether human review is mandatory on every flag, or available as a paid upgrade. That question changes everything.

AI + Human

The most important question to ask any vendor: Is human review mandatory on every flag, or is it an add-on? That distinction determines what your results are actually worth.

Top 10 Online Proctoring Tools in 2026

1. Integrity Advocate

Best for: Education, professional certification, and any program where results need to be defensible.

Integrity Advocate is built on one principle. Every AI flag is reviewed by a real person before it becomes an outcome. Not as an add-on. Not a premium tier. That is how the platform works, for every client, on every exam. AI identifies. Humans verify. Your program gets results that are fair, accurate, and built to hold up.

The platform is browser-based and requires no installation on student devices. No downloads, no extensions, no IT bottleneck. It works across any device, browser, and LMS, including Chromebooks. Test takers show up and take the exam.

Privacy is built into the architecture from the ground up. No unnecessary data storage, no invasive browser installs, and zero data breaches across more than 12 years of operation. That is not a claim. It is a record.

Coverage spans the full assessment lifecycle. Identity verification, exam monitoring, human review, and credential delivery through the Accredible integration all run on one platform with no gaps between stages.

With a 98 percent client retention rate, the relationship Integrity Advocate builds with programs is a meaningful part of the value. Programs stay because the relationship works, not just the technology.

Key strengths Mandatory human review on every flag, privacy by design, zero breaches in 12 years no install, works on any device or LMS, full assessment journey coverage, 98% client retention

2. ProctorU (Meazure Learning)

Best for: High-stakes certification and licensing exams.

ProctorU offers live human proctoring with real-time intervention capability. Strong audit trails and 24/7 scheduling make it a reliable option for high-stakes professional exams. Examity has been folded into this platform. Per-session pricing and scheduling requirements limit scalability for programs running high volumes with flexible timing needs.

3. Proctor360

Best for: Programs that need high environmental security and flexible proctoring configurations.

Proctor360's standout feature is its proprietary 360 Total View headset, which captures a complete view of the testing environment. It supports multiple proctoring modes including AI auto-proctoring, single and multi-camera live, and recorded review. Highly configurable for institutions that want different security levels across different exam types. Integrates with Canvas, Moodle, and Blackboard. Human review availability depends on the configuration and tier selected.

4. Talview

Best for: Large enterprises running high-volume, complex assessments.

Talview has invested significantly in AI capability, including a multi-layer security framework and behavioral analysis tools. It operates across more than 120 countries and handles significant scale. The platform skews toward enterprise hiring and large institutional clients. Mid-market education and certification programs may find it designed for a larger and more complex buyer than their needs require.

5. Honorlock

Best for: Higher education institutions running frequent, mid-stakes exams.

Honorlock combines AI monitoring with on-demand live proctors and is well established in the higher education market. Human review is available but not mandatory on every flagged incident, which means your institution may still be making decisions on contested results. Pricing is competitive for volume.

6. Proctorio

Best for: High-volume, lower-stakes exams where cost is the primary driver.

Fully automated with no human proctors involved. Proctorio tracks eye movement, audio, and keystrokes and delivers a low per-exam cost that makes it accessible at scale. The trade-off, however, is real: flag review is handed back to your institution. If 15 to 20 percent of your exams are flagged and your staff is sorting through them, the savings on the tool may not reflect the actual cost to your program.

7. Respondus (LockDown Browser + Monitor)

Best for: Institutions already embedded in its LMS ecosystem.

Respondus is widely adopted in higher education and functions primarily as a lockdown browser with a monitoring layer. It works best as a deterrent within a broader integrity approach rather than a standalone proctoring solution. There is no live or mandatory human review component, and the platform requires a browser extension on student devices.

8. PSI Bridge

Best for: Government licensing exams.

Enterprise-grade security with strong identity verification and regulatory compliance, built specifically for high-stakes professional and government licensing exams. Well suited to that context and less flexible for mid-market education programs that need a more configurable setup.

9. Proctortrack

Best for: Programs that need tiered options and pricing flexibility.

Proctortrack offers multiple monitoring modes from automated to live, giving institutions flexibility to match oversight levels to exam stakes. Human review availability depends on the tier selected. Evaluate carefully what is and is not included at each pricing level before committing.

10. Mercer Mettl

Best for: Corporate hiring and skills-based assessments.

Mercer Mettl combines psychometric testing with proctoring in one platform and integrates well with HR systems. Built for the recruitment context. Programs in academic or professional certification settings will find it designed for a different buyer and a different workflow.

How the Top Tools Compare

Integrity Advocate vs. The Rest

Most proctoring platforms share a feature list. Not all of them share a philosophy. Here is how Integrity Advocate compares on the things that actually determine whether your results hold up.

Feature Integrity Advocate Typical Competitor
Review & Accuracy
Human ReviewWho reviews flagged incidents Every flag, every time Premium tier only
False Positive RiskAI flags that turn out to be nothing Filtered before it reaches you Lands in your team's queue
Defensible Audit TrailCan you explain every decision Documented human review on file Algorithm output only
Privacy & Data
Data BreachesTrack record since launch Zero in 12+ years Varies by vendor
Data MinimizationWhat gets stored after the exam Only violations retained All session recordings stored
Privacy by DesignBuilt in vs. added on Architecture-level privacy Compliance checkbox
Learner Experience
Installation RequiredFriction before the exam starts No install, no extensions Browser extension required
Device CompatibilityWhat devices can learners use Any device, any browser No phones, iPads, or tablets
Surveillance FeelHow the process feels to learners Post-exam review, not live watching Live monitoring creates anxiety
Platform & Integration
LMS CompatibilityWorks with your existing tools Any LMS Limited integrations
Full Assessment JourneyCoverage before, during, and after ID verify through credential delivery Exam monitoring only
Exam Type FlexibilityHigh-stakes and low-stakes Any exam type Pricing not customizable by stakes
Partnership & Trust
Client Retention RatePrograms that stay long term 98% Varies by vendor
Admin WorkloadTime spent reviewing flags Fewer flags, less noise Complex reporting adds burden
G2 RecognitionPeer-reviewed performance Leader, Easiest To Use, Best Usability Varies by vendor
One thing no other platform can say: Every flagged session is reviewed by a real person before it becomes an outcome. Not as a paid upgrade. Not on request. That is just how Integrity Advocate works.

Want to see how Integrity Advocate performs for your specific program? We will walk you through it in 30 minutes.

Book a Demo

How to Choose the Right Tool for Your Program

The right platform depends on what your program actually needs to protect.

If your exams carry real consequences, certifications, academic credentials, professional licensing, your results need to be auditable. In practice, that requires mandatory human review and a documented process, not an algorithm output. Start there.

If privacy compliance is a growing concern, look for platforms where data minimization is structural, not a feature toggle. Ask vendors specifically what data is stored, for how long, and where. Zero breaches in 12 years is a different answer than a privacy policy page.

If learner experience matters to your completion rates and your program's reputation, choose a tool that requires no installation and has been validated by learners as fair. Those programs see fewer disputes and better outcomes.

If implementation burden is a concern, ask vendors what onboarding actually looks like beyond the kickoff call. Client retention rates tell you more than any case study will.

The Bottom Line

Most proctoring platforms will tell you they deliver trusted results. The question worth asking is how. If the answer is AI monitoring and a flag report, that is a starting point, not a complete answer. The programs that make defensible, fair, and accurate assessment decisions are the ones that pair AI detection with documented human review, protect learner data by design, and work with a platform that treats their program like a partner.

The tools that deliver all three, without asking you to trade one for another, are the ones worth your time.

See it in action

Results you can
actually stand behind.

Every flag reviewed by a real person. No installs. Zero breaches in 12 years. See how Integrity Advocate works and what it means for your program.

Human review on every flag No install required 98% client retention Zero breaches in 12 years
Recognized on G2 G2 Spring 2026 Leader G2 Spring 2026 Easiest To Use G2 Spring 2026 Best Usability
Book a Demo No commitment. 30 minutes.
We will show you exactly how it works.
Proctoring Comparison
Man taking an online exam at his desktop computer while being recorded, illustrating hybrid AI and human proctoring.
Blogs & articles

AI-Only, Live, or Hybrid: Which Proctoring Model Is Right for Your Program?

April 7, 2026

|

5 min de lecture

Before you compare proctoring features or pricing, the model underneath matters most. This post breaks down AI-only, live, and hybrid proctoring, where each fits, and why not all hybrid models are actually hybrid.

Not all proctoring tools work the same way. Before you compare features, pricing, or integrations, the most important decision is the model underneath the platform. If you get that wrong, everything else falls apart.

There are three approaches to online proctoring. Each has a legitimate use case. Each has a real trade-off. And one of them is consistently misunderstood as the safe middle ground when, in practice, not all hybrid models are equal.

25%+
Projected annual growth rate for the global online proctoring market through 2035 — the tools are scaling fast, but not all of them in the right direction.
Source: Business Research Insights, 2026

As the market scales, programs are under more pressure than ever to choose the right model. Here is what each one actually means and what it means for your program.

The Three Proctoring Models

1. AI-Only Proctoring

AI-only platforms monitor sessions using algorithms. They track eye movement, audio patterns, browser behavior, and screen activity. When the system detects something outside expected parameters, it flags it. The report goes to your institution. Your team decides what to do with it.

The appeal is real. These tools are low cost, highly scalable, and require minimal vendor involvement. For programs running thousands of low-stakes assessments, that efficiency matters.

49% of students globally participated in online learning by March 2025 — driving demand for proctoring that scales without sacrificing accuracy. Source: Business Research Insights, 2026

The risk is also real. AI-only platforms typically flag 15 to 20 percent of all sessions. Many of those flags are not genuine integrity violations. Without a human reviewing the flag before it reaches your inbox, your team is doing that work. The savings on the tool often do not account for the time your staff spends sorting through incidents.

"When a result is challenged, the answer 'the algorithm flagged it' is not a defensible audit trail."

For programs where outcomes carry weight, that gap is a liability.
AI-only works when stakes are low, volume is high, and your institution has capacity to review flags internally.

2. Live Human Proctoring

Live proctoring puts a trained human proctor in the session in real time. The proctor monitors the exam as it happens, can communicate with the test taker, and can intervene if something goes wrong.

The accuracy is high. The human judgment is present. The audit trail is strong. For high-stakes licensing exams, certification bodies with regulatory requirements, and professional credentials where disputes are foreseeable, live proctoring has historically been the answer.

The trade-offs are scheduling and cost. Test takers need to book a time slot. Proctors need to be available. Per-session pricing adds up quickly at scale. For programs delivering hundreds or thousands of exams across flexible windows, the logistics become unworkable.

48% Of students expressed discomfort with webcam-based monitoring during exams — a signal that the model you choose directly affects learner trust in your program. Source: Business Research Insights survey, 2023


Live proctoring is also more intrusive for the learner. Being watched in real time creates anxiety that can affect performance. For programs that care about the experience of their test takers, that friction is worth accounting for.
Live proctoring works when stakes are high, volume is manageable, scheduling is structured, and real-time intervention is a non-negotiable requirement.

3. Hybrid Proctoring: The Model That Varies Most

Hybrid proctoring combines AI monitoring with human review. In principle, it offers the best of both approaches. In practice, it depends entirely on one question: when does the human review happen, and is it mandatory?

Many platforms that describe themselves as hybrid use AI for detection and offer human review as an optional tier or a paid escalation. That is not a genuine hybrid. It is AI-only with an appeal process.


Integrity Advocate is built on this model. Human review is not an upgrade.

A genuine hybrid model means a trained reviewer looks at every flag before it becomes an outcome. AI identifies. Humans verify.


Hybrid proctoring with mandatory human review delivers scale without shifting the review burden to your institution.

AI-Only Live Proctoring Hybrid Best
Human review None Live only Every flag
Scales at volume Yes Limited Yes
Defensible results Algorithm only Yes Yes
False positive risk High Low Filtered by humans
Learner experience Neutral High anxiety Fair, low friction
Cost efficiency Low per exam High per session Scalable
Audit trail AI flag only Session record Human review on file
AI-Only
Human review
None
Scales at volume
Yes
Defensible results
Algorithm only
False positives
High
Learner experience
Neutral
Cost efficiency
Low per exam
Audit trail
AI flag only
Live Proctoring
Human review
Live only
Scales at volume
Limited
Defensible results
Yes
False positives
Low
Learner experience
High anxiety
Cost efficiency
High per session
Audit trail
Session record
Hybrid Best
Human review
Every flag
Scales at volume
Yes
Defensible results
Yes
False positives
Filtered by humans
Learner experience
Fair, low friction
Cost efficiency
Scalable
Audit trail
Human review on file

Not all hybrid models are equal. The difference is whether human review is mandatory on every flag — or only available as a paid upgrade. That question determines what your results are actually worth.

The Question to Ask Every Vendor

When a flag is raised, who reviews it, and when?

If the answer is your team reviews it, or a human reviews it if you escalate, you are looking at AI-only with extra steps. If the answer is our reviewers examine every flag before it becomes an outcome, you are looking at a genuine hybrid. That question takes 30 seconds and tells you more than a 90-minute demo will.

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Human Review

Questions fréquentes

Find answers to common questions about our products, features, integrations, and approach to assessment integrity.

Online proctoring is a remote assessment security process that helps confirm who is taking an assessment, monitor the session, and document the outcome. Integrity Advocate combines identity verification, AI-assisted monitoring, and human review to help programs issue results they can trust and defend.

Integrity Advocate verifies the test taker’s identity, monitors the assessment session for activity that may affect integrity, and routes flagged activity for human review. A trained reviewer looks at the session in context before anything is reported to your team.

Integrity Advocate monitors for activity that may compromise assessment integrity, including AI-assisted cheating, unauthorized resources, additional people, proxy testing, impersonation, unusual behavior patterns, and session activity that does not align with your program rules.

No. Integrity Advocate is browser-based and does not require downloads or extensions. Test takers can start from their own device, helping reduce setup issues, IT burden, and support requests.

Automated tools can flag unusual activity, but they cannot always understand context. Human review helps account for accommodations, environmental interruptions, technical issues, behavior patterns, and program rules before anything is reported.

Integrity Advocate is designed to collect only what is needed to verify the test taker, monitor the assessment, and document reviewed outcomes. The experience is browser-based, requires no downloads or extensions, and applies oversight without unnecessary friction or overreach.

AI-assisted cheating can be difficult to identify through automation alone because not every risk creates a clear behavioral signal. Integrity Advocate uses AI-assisted monitoring to flag activity that may need attention, then adds trained human review to evaluate the session in context before anything is reported.

Integrity Advocate supports education institutions, certifying and awarding bodies, associations, workforce training providers, compliance programs, safety training organizations, and other programs where online assessment results need to be trusted, documented, and defensible.