How to Choose the Right Proctoring Strategy: Beyond Technology and Monitoring

When discussions about remote proctoring begin, technology is often the first topic on the table.

AI flagging. Gaze tracking. Multi-angle monitoring.

These capabilities matter. But many assessment programs increasingly discover that these may not be the hardest decision they face.

The real challenge often emerges later when monitoring results must be interpreted, exceptions must be handled, candidate concerns must be addressed, and integrity decisions must be defended.

At that point, the question is no longer simply what technology to use. It becomes: What kind of integrity process are we trying to build?

The Real Challenge: Balancing Multiple Priorities

When designing integrity procedures, one of the most common challenges institutions face is balancing multiple priorities at the same time:

• Exam security

• Operational scalability

• Candidate experience

• Cost

• Review effort

• Regulatory expectations

Consider a few common examples:

• Expanding human review may improve contextual judgment, but it can also create significant operational burden at scale.

• Increasing monitoring requirements may strengthen oversight, but can also introduce additional friction for candidates.

• Automating more of the process may improve scalability, but may reduce opportunities for human discretion and review.

The challenge is rarely the technology itself. It is finding the right balance.

Different programs make different trade-offs. The question is which trade-offs make sense for yours.

5 Questions Institutions Should Ask Before Choosing a Proctoring Strategy

FIVE QUESTIONS THAT GUIDE THE DECISION

1. What are the stakes? Higher-stakes exams usually require stronger review, oversight, and documentation — licensure, certification, admissions.

2. What scale are you operating at? The larger the candidate volume, the more important scalability becomes. The decisions that work at 500 candidates rarely hold at 50,000.

3. What does your candidate population look like? Connectivity, hardware, accessibility, and technical confidence all affect what is feasible — particularly across urban and rural, or domestic and international settings.

4. How much friction is the program willing to accept? Every security control adds effort. More monitoring may improve oversight, but can also increase candidate stress and complaints.

5. When should a human get involved? Technology can detect anomalies. Humans provide context, judgment, and accountability. That handoff — detection to review to decision — is fundamental to any defensible process.

How Mature Programs Translate These Decisions Into Operations

One pattern frequently seen among mature assessment programs is that they stop treating proctoring as a single activity.

Instead, they separate integrity operations into several distinct functions.

The reason is simple: detection, intervention, review, and documentation solve different problems and often require different levels of automation, human oversight, and operational effort.

The practical implication is that monitoring design becomes a question of allocation rather than maximization. The question is no longer whether a program should use AI, live proctors, or post-exam review. It becomes how these capabilities are combined to support the specific risks and realities of the assessment.

There may never be a universal proctoring model and perhaps there shouldn't be. What matters is whether institutions understand the trade-offs they are making, and whether the resulting process is aligned with the outcomes they are trying to protect.

About ATS

At ATS, we believe effective proctoring is rarely defined by a single technology. It is about designing a process institutions can confidently operate, justify, and defend.

ATS (ATA Talent Services) provides online testing, remote proctoring, CBT delivery, and large-scale assessment solutions for certification bodies, government agencies, and professional associations.