If you are using an online proctoring tool, and your post-exam review process feels overwhelming, it’s usually not because too little is being flagged, it’s because too much is.

As online and remote assessments scale, many programs respond by tightening controls and increasing automation. On paper, it sounds like a strong security posture. In practice, it often creates a different problem entirely: flag overload.

And that overload lands squarely on administrators.

The Hidden Cost of “Too Many Flags”

When AI-only proctoring systems flag everything from background noise to lighting changes, administrators are left sorting through long queues of low-risk alerts to find the few that actually matter.

That leads to:

• Hours spent reviewing non-issues
• Increased stress during post-exam review cycles
• Slower score releases and decision-making
• Fatigue that makes true violations harder to spot

More data doesn’t automatically mean better security. In many cases, it creates more work — without improving outcomes.

A simple rule of thumb:
More flags ≠ more security.

Why Post-Exam Review Is Where Programs Feel the Pain

The post-exam phase is where integrity decisions become real. This is the moment where:

• Administrators must determine if a violation truly occurred
• Programs need defensible outcomes they can stand behind
• Appeals, audits, or compliance reviews may follow

When every flagged event is treated equally, administrators are forced into a reactive role, reviewing volume instead of focusing on risk.

That’s where smarter review models make the biggest difference.

How Human Review Changes the Equation

Integrity Advocate was designed to reduce noise, not increase it.

Instead of passing every automated flag directly to administrators, Integrity Advocate uses highly trained human reviewers to evaluate context before an incident ever reaches your queue.

Human reviewers can:

• Distinguish normal behavior from suspicious activity
• Understand environmental and accessibility factors
• Identify patterns that automation alone can’t
• Filter out false positives before they create work

The result? Administrators see fewer, higher-quality incidents, and only when action is truly needed.

AI vs. Human Review: A Practical Comparison

Here’s a simple way to think about the difference:

Automation is powerful, but without human judgment, it often creates more work than it removes.

What This Means for Administrators

When human review is built into the process:

• Post-exam review time drops significantly
• Admins spend time on real integrity issues, not noise
• Stress and cognitive load are reduced
• Decisions are easier to defend and explain

Security becomes proactive instead of reactive, and review workflows become sustainable, even at scale.

Smarter Security Is About Focus, Not Surveillance

Strong assessment security isn’t about watching everything. It’s about identifying what actually matters, and acting with confidence when it does.

By combining AI efficiency with human judgment, Integrity Advocate helps programs protect assessment integrity without overwhelming the people responsible for it.

Because the goal isn’t more flags. It’s better outcomes.

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Credentials that carry real professional consequence. The landscape has shifted and it is not slowing down.

In the video above, we trace how assessment delivery has evolved from in-person exams to global remote testing and why each shift has required a new approach to protecting integrity. Today’s environment requires a modern assessment security strategy designed for AI, scale, and trust.

The Landscape Has Shifted

Assessment did not begin online. It moved there. For decades, integrity relied on physical oversight in classrooms and testing centers. As programs expanded, online exams increased access and flexibility. Then the COVID surge accelerated remote assessment almost overnight. What began as an emergency solution became a long-term operating model for many institutions and credentialing bodies.

As delivery models evolved, security had to evolve as well. The challenge now is that change is happening faster and across more dimensions at once.

The AI Era Has Changed the Risk Equation

Generative AI has fundamentally altered how information is accessed, created, and submitted. Tools powered by artificial intelligence can draft essays, solve complex problems, generate code, and replicate writing styles within seconds.

Wiley’s large-scale academic integrity research found that a growing percentage of students acknowledge using AI tools in academic settings, and many instructors report increased concern about AI-assisted misconduct in online exams. The issue is not theoretical. It is active and expanding.

Traditional remote proctoring models were built to detect visible behaviors such as a second person in the room or suspicious movements. AI-assisted misconduct often leaves fewer visible signals. The risk is increasingly digital rather than physical.

Programs must now account for:

• AI-generated responses submitted during online exams
• Real-time AI assistance on secondary devices
• Screen-to-phone workflows that avoid camera detection
• Rapidly evolving generative AI tools

At the same time, institutions cannot simply increase surveillance. Wiley research also shows that student trust and perceptions of fairness directly influence engagement and compliance. Excessively invasive monitoring can undermine that trust.

Modern assessment security in the AI era requires a layered approach:

• Intelligent detection signals
• Contextual analysis
• Trained human review
• Clear, defensible documentation

AI can identify patterns at scale. Human expertise provides interpretation and fairness. The objective is not to monitor more. It is to respond intelligently to how misconduct has evolved.

Scale and Access Have Redefined Expectations

Programs now serve global audiences across time zones and devices. Certification pathways are expanding, workforce training is accelerating. According to recent industry market analysis, the global online proctoring market is projected to continue growing at a strong compound annual growth rate over the next several years, driven by remote testing demand and enterprise credentialing needs.

As access scales, candidates expect experiences that are simple, device-friendly, and reliable. Programs need solutions that integrate into their LMS platforms, require minimal setup, and support growth without creating operational strain.

Research from Wiley indicates that students are more likely to report positive testing experiences when the process is straightforward and transparent. Complexity and technical barriers reduce confidence in the assessment process.

Modern assessment protection must:

• Work across devices and real-world environments
• Minimize unnecessary technical hurdles
• Integrate directly with LMS systems
• Scale without increasing manual administrative work

Ease of use is no longer a convenience. It is directly tied to program adoption, student trust, and operational sustainability.

Security must scale as confidently as the programs it protects.

Privacy and Trust Are Non-Negotiable

As digital assessment expands, privacy expectations intensify.

Wiley research highlights that students care deeply about how their data is collected, stored, and used. Concerns around surveillance and data retention influence perceptions of fairness and institutional trust.

At the same time, regulatory frameworks around data protection continue to evolve globally. Institutions must balance integrity with compliance and reputational risk. Security that compromises privacy ultimately weakens credibility.

Programs increasingly seek approaches that:

• Minimize unnecessary data collection
• Avoid excessive long-term storage of exam data
• Provide contextual human review rather than automated punishment
• Deliver defensible and transparent outcomes

Trust is part of assessment integrity. A secure system must protect both the exam and the relationship between the organization and the candidate. Integrity and privacy must coexist.

Credentials Carry Long-Term Consequences

Assessments are no longer isolated academic exercises. They connect directly to employment decisions, professional licensure, workforce mobility, and digital credential verification. Industry market analysis shows that employers increasingly rely on verified credentials as part of hiring and advancement decisions.

When exam integrity is compromised, the value of the credential is compromised. When credentials lose credibility, the entire ecosystem is affected.

Programs are therefore focusing not only on detection but on defensibility:

• Clear audit trails
• Consistent enforcement standards
• Transparent review processes
• Long-term protection of credential credibility

Assessment security is about preserving trust in outcomes, not simply preventing violations during a single session.

Why a Tool Is No Longer Enough

In this environment, selecting a proctoring solution becomes a strategic decision. Organizations need more than software that flags behavior. They need a partner that:

• Understands AI-era risks
• Invests in research and thought leadership
• Balances intelligent detection with human judgment
• Supports scalable growth
• Adapts to evolving regulations and technology

Security is no longer a static feature. It is an evolving system. Standing still is the greatest risk.

Built for What Is Next

Integrity Advocate was designed for this reality. We combine AI-powered detection with trained human review to deliver assessment security that adapts to your program’s needs. We prioritize privacy, minimize unnecessary data storage, and support flexible proctoring options that work across devices and environments.

More importantly, we treat assessment integrity as an ongoing partnership. Three things are certain:

The landscape will continue to change.
Technology will continue to advance.
New risks will continue to emerge.

The organizations that succeed will be those who choose strategies and partners built to evolve alongside them. Is your strategy is built for what is next?

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There is a meaningful difference between a proctoring system that catches violations after they happen and one designed so that violations are less likely to happen in the first place.

Most platforms focus on detection: flag the behavior, generate a report, let the program sort out what it means. The problem with that model is that it puts the burden on test takers, creates false positives, and produces results that are hard to stand behind when challenged.

Integrity Advocate takes a different approach, one grounded in a principle that applies equally well in physical security, public safety, and assessment integrity: the most effective systems deter problems before they occur, respond proportionally when they do, and produce evidence that holds up to scrutiny.

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Deterrence First

The presence of proctoring changes behavior. Most test takers who know their session is being monitored by a real person, not just logged by an algorithm, approach the assessment the way it was intended. No intervention needed.

This is why the combination of visible monitoring and human review is more effective than automated detection alone. It is not just about catching the problem. It is about creating conditions where the problem is far less likely to arise.

Proportional Response

Not every behavioral signal warrants the same response. A proportional approach distinguishes between a minor anomaly and a genuine concern, applying appropriate controls without penalizing test takers for things that do not actually matter.

This is what separates a system that generates noise from one that produces clarity. Fewer false positives. Less administrative burden. More defensible outcomes.

Evidence That Holds Up

When a result is challenged, the question is not whether the system flagged something. It is whether a person reviewed it, made a judgment, and documented their reasoning.

Integrity Advocate's human review process ensures that every flagged session is assessed by a trained reviewer before any outcome is recorded. That is what makes the result defensible, and what allows programs to stand behind what they issue.

Built for What Comes Next

AI cheating tools are the most urgent current threat, and Integrity Advocate's Counter-AI capability addresses them directly. But a sustainable integrity strategy cannot be built around detecting one category of tool. It has to be designed to adapt as threats evolve.

That is the difference between a feature and a framework.

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The full white paper walks through exactly how this works in practice, including how each control layer functions, how Counter-AI fits within the broader system, and what proportional enforcement looks like for programs of different sizes and risk levels.

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There is a difference between monitoring and surveillance. Most programs running online assessments haven’t thought carefully about which one they’re actually doing, and that gap is where trust starts to erode.

Monitoring confirms that the right person completed the assessment, stayed engaged, and followed the rules. Surveillance collects everything it can, flags anything it doesn’t recognize, and leaves the program to sort out what any of it means.

One produces a defensible result. The other produces liability.

If your proctoring tool accesses the file system of a personal device, stores recordings your team will never review, or generates hundreds of automated flags with no human judgment behind them, it’s not monitoring. It’s surveillance. And your learners know the difference.

What monitoring is actually supposed to do

Every program administering online assessments has the same core need: confirm identity, verify participation, and produce a result that holds up to scrutiny.

That’s it.

You’re not trying to catalog everything that happens in a candidate’s home. You’re not trying to build a behavioral profile. You’re trying to answer three questions:

1. Was this the right person?
2. Did they complete the assessment under appropriate conditions?
3. Can you stand behind the result if it’s challenged?

A well-designed proctoring approach answers all three. An over-engineered one tries to answer questions nobody asked, and in doing so, creates new problems. More data. More noise. More privacy exposure. And a test-taking experience that generates complaints before a single result is issued

Where surveillance starts

Privacy-first proctoring is not a softer version of security. It’s a more precise one.

It starts with a design principle: collect only what is necessary to confirm identity and verify engagement. Nothing beyond that scope. No recordings stored by default. No system-level device access. No behavioral data used outside the bounds of the specific assessment.

In practice, that looks like this:

No downloads or extensions. The assessment runs in a browser. No software installs, no hidden permissions, no access to personal files or background applications. A test taker can sit the exam on any device without IT involvement or configuration.

Proportionate data collection. Every feature and every data point collected should have a clear answer to the question: why does this make the result more defensible? If the answer is “it doesn’t,” it shouldn’t be collected. Surveillance produces volume. Monitoring produces clarity.

Data minimization by design. The only data collected is what’s needed to produce a defensible result: identity verification, participation confirmation, and a reviewable record of any flagged behavior. Sensitive data, including ID images, is deleted within 24 hours.

Compliance built in, not bolted on. GDPR, PIPEDA, FERPA, and SOC2 compliance aren’t checkbox items. They reflect a commitment to proportionate data collection, the kind of approach that holds up when regulators or institutional counsel start asking questions.

Human review is what makes the result defensible

Here’s what automated flags can’t tell you: whether a behavior was actually a problem.

An algorithm can detect that a second face appeared in the frame. It cannot tell you that the second face belongs to a child who walked in, not an accomplice. It can flag an unusual eye movement pattern. It cannot determine whether that pattern indicates academic dishonesty or a medical accommodation. It can detect a background sound. It cannot decide whether that sound matters.

Those determinations require a person.

At Integrity Advocate, every flagged session is reviewed by a trained human reviewer before any outcome is issued. Not as a premium tier. Not as an add-on. As the standard, at every price point.

That’s the difference between a defensible result and an automated flag you have to explain to a grievance committee.

Programs that rely on automated proctoring alone are producing outcomes they cannot fully stand behind. When a result is challenged, and eventually one will be, “the algorithm flagged it” is not a sufficient answer. A documented, human-reviewed decision is.

The question your program should be asking

Before your next contract renewal or platform evaluation, ask this: what does your current proctoring tool collect, and who reviews it before a result is issued?

If the answer is “a lot” and “no one,” that’s the surveillance model. It may feel thorough. It isn’t defensible.

Privacy-first online proctoring isn’t about doing less. It’s about doing exactly what’s necessary, with human judgment behind every decision that matters. That’s what produces results your program can stand behind. It’s what earns trust from your learners. And it’s what holds up when the stakes are highest.

Integrity doesn’t require surveillance. It requires precision.

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Safety Mentor and Integrity Advocate are proud to announce a collaboration aimed at delivering verifiable online continuing education and training. Together, we are working to enhance protection against AI study aids and other threats to the integrity of continuing education learning events.

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Why This Partnership Matters

Recently, the International Accreditors for Continuing Education and Training issued a notice to member organizations about the crucial need for robust processes to verify learner identity and participation in continuing education learning events. With AI plugins now capable of automatically completing assessment questions, there is a growing threat of continuing education units being awarded without the direct participation of the intended learner.

As an IACET-accredited training provider, Safety Mentor understands the importance of integrity in the design, development, and implementation of continuing education programming. By verifying learner identities and confirming participation, Integrity Advocate and Safety Mentor will work together to mitigate occupational health and safety risks, maintain regulatory compliance, support organizational due diligence, and elevate the evaluation of learner competency.

What This Means for Learners

In choosing to work with Integrity Advocate, Safety Mentor prioritized the learner experience alongside verification standards. Integrity Advocate works on all devices and operating systems without requiring installation or browser plugins.

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The result is a learner experience that meets IACET requirements without adding burden to the learner or support staff. Together, Integrity Advocate and Safety Mentor will provide verifiable continuing education programming for occupational health and safety professionals that is secure, accessible, and held to the same standard as in-person training.

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The importance of continuing education and training across critical fields like medicine, health and safety, and engineering cannot be overstated. When professionals lack the most up-to-date knowledge required for their roles, lives are put at risk. 

Integrity Advocate and IACET (International Accreditors for Continuing Education and Training) are working together to deliver more secure continuing education and training. Through this partnership, we are committed to helping organizations enhance the integrity of their online learning events.

What’s the Challenge?

The landscape of online continuing education is rapidly changing. AI plug-ins can now automatically capture questions and complete assessments, creating a growing threat that continuing education units (CEUs) are being awarded without the direct participation of the intended learner. 

Organizations that fail to adopt rigorous standards for ID verification and participation monitoring face significant regulatory and reputational risks. This lack of oversight has had, at times, absurd consequences — including the case of a pug that has been awarded more than 100 professional certifications. 

More seriously, however, numerous organizations worldwide have faced legal action and public backlash when certificates were issued to individuals who had not completed the requisite training. 

Working Together for Risk Assessment and Resources

To tackle these challenges head on, Integrity Advocate is working closely with IACET to provide members with essential resources and risk assessments. These assessments will help organizations understand their vulnerabilities and determine mitigation strategies tailored to their unique needs.

If you’re interested in learning more about our resources and support, please reach out to us.

Not an IACET member? Visit IACET to learn more about the accreditation process and the benefits.

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Last year, just 0.58% of Integrity Advocate learners required support during their exam. That’s less than one person for every hundred.  

Why is this number significant? In our conversations with clients and prospective customers, a resounding theme is the desire to keep support rates as low as possible. Learners require support for a number of reasons: device compatibility issues; download and installation issues; connectivity issues — each of these things takes time and effort to resolve, and leads to general frustration among participants. 

If you run online exams, qualifications or continuing education programming, ask yourself: what are these issues costing you? We break down some of these ‘hidden costs’ in a separate blog post, but we encourage all organizations to do an audit and really dig into the impact this is having on their bottom line. 

So, this begs the question: what are we doing differently? There isn’t any one answer — in reality, it’s a combination of multiple innovations, as well as an overarching commitment to the learner experience. That being said, here’s a look behind the scenes at the top five secrets to our industry-leading support. 

1. No installation, no plug-ins

Our number one secret to low support is to remove the biggest learner pain point: installation. Integrity Advocate is the only proctor that doesn’t require the learner to download and install an app or browser plug-in. This is particularly helpful in large organizations with device policies that may prohibit the installation of third-party software. Plus, it’s just easier for learners: simply log in, follow the instructions on screen and take their exam.  

2. Mobile device/tablet compatibility

Because Integrity Advocate works without plug-ins, it’s fully compatible with all mobile devices, tablets, Chromebooks and their operating systems. That’s great news for learners on the go; not only does it offer BYOD convenience, it eliminates panicked support calls from learners trying to get up and running on an unfamiliar device. Plus, Integrity Advocate has a low bandwidth protection for seamless operation in areas with poor wifi or mobile connectivity. 

3. No scheduling

Tech troubles aren’t the only frustration learners typically experience with online proctoring. There’s also scheduling. Requiring that participants complete their exam at a specific time negates the benefits of online learning — and creates additional admin hassles and support issues. Fortunately, Integrity Advocate’s services are all available on demand — any time, any place, with less stress for everyone. 

4. Privacy by design

Learners concerned about invasive proctoring systems will be happy to know that Integrity Advocate is built on Privacy by Design principles, which means we only collect the data we need, use it for its required purpose (ie — we don't sell it) and delete it as soon as possible. This leads to fewer support calls, data deletion requests and privacy issues. (As an added bonus, this greatly simplifies compliance with GDPR, CCPA and related legislation.)

5. Simple, easy to understand interface

By now it should be pretty clear that we’ve done a lot of backend work to make Integrity Advocate the easiest-to-use proctoring solution. But what does that look like in practice? Book a demo.

See? Simple. Easy. Secure. Our goal always has and always will be to provide the best service possible to our customers and we take great pride in leading the industry in terms of support rates.

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When you’re the source of alcohol service training for a provincial population of more than 15 million people, there’s a lot riding on your ability to provide fast, easy-to-use certification. That’s exactly the position Smart Serve Ontario (SSO) was in when they chose Integrity Advocate as their complete solution for online ID verification, participation monitoring, reviewing and support.

Recently, we sat down with SSO’s Executive Director, Richard Anderson, to talk about the organization’s evolving training requirements, and why he thinks similar alcohol and food server training organizations should consider adopting Integrity Advocate.

Big Territory, Big Challenges

To understand the challenges facing SSO, you need to understand Ontario. The province is home to more than 40% of Canada’s population, representing dozens of languages and ethnic groups spread out over 415,000 square miles. If you live in Ontario, and you sell, serve, handle or deliver alcohol, you need Smart Serve certification.  

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With such a diverse group of participants, a major challenge for Smart Serve Ontario is making sure training is accessible and easy-to-use for everyone who needs it.

Maintaining Privacy and Ease-of-Use

Smart Serve Ontario was an early adopter of online training; when they first started working with Integrity Advocate, in 2019, the organization already had a robust online training program built out. However, their proctoring solution at the time was raising some significant red flags around privacy and accessibility:

“With our previous proctoring solution, you had to download an app, which people objected to; there was also a scheduling component that was inconvenient,” said Anderson.

"With our previous proctoring solution, you had to download an app, which people objected to; there was also a scheduling component that was inconvenient,” said Anderson.

What drew them to Integrity Advocate was the platform’s ability to offer a full-service solution — technology, reviewing and support from one vendor — that is customizable, and built for privacy and accessibility.

"“ntegrity Advocate works on all devices. We don’t hear any complaints, you don’t need to download any applications. The validation is very quick, the turnaround is very quick, the support is great, and it’s on demand. We don’t have any complaints from our users. We’ve been very happy!”

Things were going great. And in 2023, a major certification change would create a stress test that proved the scalability of Integrity Advocate’s solution.

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The dangers of alcohol abuse and overconsumption are well known. But given the severity of those risks, and the prevalence of alcohol in our lives, it’s worth thinking about the systems that are in place to prevent one person’s wild night from having a tragic consequence. 

How bartenders, servers and business owners are trained has significant public health implications. A research paper by the California Department of Alcoholic Beverage Control found “statistically significant reductions in single-vehicle nighttime traffic crashes (those with high percentage of alcohol involvement) by the end of 1989, following the implementation of compulsory server training” in Oregon. 

The California study was released in 1992. Unfortunately, in the decades since, the integrity of instructor-led alcohol server certification has been completely lost as this training has largely moved online. Now, the participation of ‘certified’ servers in actual training is completely unknown and unprovable. 

This isn’t to say that online training is bad — there are significant benefits in terms of accessibility and cost savings for participants. But failing to adapt the way we train alcohol servers to this new reality has significantly compromised training outcomes — and put those important public health benefits in jeopardy. 

Online vs. In-Person Training

Pre-internet and, more critically, pre-Covid, most alcohol server training was done in-person, and testing was closely monitored. Successful participants were then issued a certificate that verified they had received the necessary training, and satisfied the required outcomes. 

That proof of training could be used as a legal defense for a business, their insurance company, or their legal counsel, if they were sued under dram shop laws. (Dram shop laws are legislation designed to protect DUI victims seeking compensation after sustaining long-term injury and disability.)

However, as alcohol server training moved online, businesses lost the ability to demonstrate proof of training to the necessary standards. Even verifying the identity of the participant is difficult — let alone whether or not they took the training or the exam under the prescribed conditions. 

In many cases, now, alcohol server certification can be obtained simply by paying for the certificate — there is little oversight, and no process for independently confirming that training was completed.

All of this begs the question — what value is training if it can’t be confirmed? How can businesses mitigate risk, perform due diligence, and avoid liability, while still benefiting from the convenience and cost-savings of online alcohol server training?

The Current Situation 

Today, the choice is not between in-person and online training, but between verified and unverified training. Verified training involves additional checks — remote proctoring and ID verification — to hold online training to the same standards as in-person. 

Unverified training, on the other hand, involves no additional checks. Individuals, or others on their behalf, can simply create an account, pay for the course and obtain a proof of training card. There is nothing in place to confirm that the course was taken, or that there was any validation of knowledge transfer (ie, an exam.) 

We recently tested numerous online responsible alcohol service training providers with a simple criteria: could a dog complete this training? In many cases, yes. A pug has successfully completed online alcohol server training, among dozens of other certifications. If a dog can get certified, what value does this training have to prevent fatalities. or as proof of due diligence in the defense of a lawsuit?

The good news is that some regulators insist on verified training processes. Some businesses, whether they are required to or not, only use online training providers that issue verified training. And some insurance companies are proactively looking at training standards/processes in determining rates. 

The world is changing rapidly, and as we rush to adopt new technologies and new ways of doing things, we can’t forget the reason for doing things in the first place. Alcohol server training isn’t a box you check or a form you fill out — it’s a vital defense against serious injury caused by impaired driving. We believe it can be delivered online without losing its legal or public health value. But organizations need to hold it to a higher standard, and demand and invest in verified training. Regulators must adopt consistent, forward-thinking regulatory standards across the board. Only then can we move forward with confidence, knowing that online alcohol server training is as effective as in-person.

We strongly believe that the adoption of verified training standards can save lives while also demonstrating the due diligence of businesses involved in the service of alcohol. Integrity Advocate is very proud that we can be a part of this effort.

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