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How Observer Works

The Science of Smarter Test Administration Monitoring

Observer replaces surveillance with intelligence. By focusing on meaningful data instead of constant, passive monitoring, it delivers more accurate results, faster reviews, and a better experience for everyone.

See How Observer Delivers More Secure Monitoring

Watch how real-time data, analytics, and expert review come together to keep exams secure—without unnecessary surveillance or stress.

The Science of Smarter Test Administration Monitoring

At the heart of Observer is an AI-powered analytical engine that transforms live testing data into real-time insights. It continuously evaluates information from the test design, test-session data, and standard proctoring inputs to understand what’s happening in every session.

The Tech That Powers Observer’s Insight

Inside every Observer test session, the AI-powered Risk Analysis Management System (RAMS) continuously interprets data to identify when human review may be needed.

RAMS is the risk-analysis engine within Observer, the component that makes it more than just a monitoring tool. As each exam unfolds, RAMS analyzes risk by interpreting performance patterns across multiple streams of data. It understands how a session is progressing, identifies when behaviors fall outside an organization’s chosen risk threshold, and highlights any aberrant test session and specific behavior for real-time, human review.

This balance of smarter automation and human expertise means test security is always active but never intrusive, protecting integrity without unnecessary oversight.

From Data to Decisions, In Real Time

Every test session produces thousands upon thousands of data points. Observer transforms them into clear, actionable insight.

Observer continuously interprets what is happening in each test session, using real-time risk analysis to detect patterns or anomalies that deserve review. When needed, it flags a clip from a session so a trained human Observer can quickly verify and decide on next steps.

Each program can configure Observer to fit its environment. This means you choose which data streams to use, how sensitive monitoring should be, and whether or not to include certain data feeds (audio, video, session data, etc.). Observer adapts to your systems, policies, and preferences.

Three Streams of Data. One Complete Picture.

Unlike traditional proctoring tools that depend on webcams alone, Observer creates a comprehensive, data-based view of every exam session.

Test Design Data

The structure and integrity of the test itself

  • Test Design: number of questions, number of forms, exposure rates
  • Test Question types: multiple choice, DOMC, binary response, …
  • Delivery Type: Fixed, LOFT, CAT, RPT

Real-Time Data Forensics

Live test session and interaction data

  • Response latency: are they responding too fast?
  • Remote proxy detection: are keyboard and mouse inputs consistent with video feed? (Coming Soon)
  • Response patterns: are they getting hard questions right and easy questions wrong? (Coming Soon)

Typical Proctoring Inputs

Contextual environmental data

  • Audio and video streams (from webcam and phone camera)
  • Screen share
  • Suspicious Browser Events (Ctrl-C, exiting the testing window, accessing a new browser, etc.)

Important note: At Caveon, we’re continually enhancing the RAMS engine to make it smarter and more adaptive. RAMS is designed to improve over time in accuracy and performance as we expand data sources and as the volume of testing data grows.

Smarter Analysis = Stronger Integrity, Lower Costs, and Better Experiences

Observer Sees What Others Miss

Most proctoring systems depend on webcams, shared screens, and human monitoring. These channels are limited, intrusive, and maddeningly inconsistent. Observer takes a fundamentally different approach.

Observer evaluates a broader and more meaningful range of signals, prioritizing data that directly reflects test integrity. Where other systems can only rely on what is visible, Observer can actually look at how the test is being taken.

This evidence-based approach gives testing programs a complete, objective picture of each session, while drastically reducing the need for constant oversight.

A Different Data Hierarchy

Traditional systems report what they can see. Observer starts with what actually matters.

Category

Traditional Proctoring

Observer

What is Focused On

Watching test-takers through webcams and live proctors

Understanding what the data says about how the test is being taken

Core Signals Used

Misses most real cheating, from hidden notes and phones to proxies or pre-knowledge.

Test design data and real-time testing data, signals that no other system monitors

Data Hierarchy

Starts with visual inputs and treats test-taker behavior as the main indicator of misconduct

Begins with test session and test design data, incorporating video and audio as needed but with far less emphasis

Monitoring Style

Continuous human or AI review of every session

Automated, selective alerts that draw attention only when the data indicates something unusual

Privacy Impact

High intrusion; constant observation of every test-taker

Minimal intrusion; video analyzed only when relevant, most test takers are never interrupted

Adaptability

Fixed, one-size-fits-all setup

Fully configurable, choose your data streams, thresholds, and review levels

Result

Reactive, inconsistent, and costly

Proactive, precise, affordable exam security

Ready to see Observer for yourself?

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