What Talview Records and Scores Before You Start

If an employer or certification body has sent you a Talview assessment, three things get captured: your webcam feed, your microphone, and your screen activity. Talview's candidate documentation states that its proctoring monitors "video, audio, and screen activity" through "AI-powered algorithms" analysing those streams in real time (Talview candidate docs, "Why we use Proctoring and how it works").

What makes Talview worth understanding separately from HackerRank or Mettl is where the judgement happens. On 5 May 2026 the company launched what it calls the Assessment Intelligence Operations Platform, describing it as "the industry's first agentic AI platform that treats exam and interview security as an intelligence operation, not a monitoring task" (Talview press release, 5 May 2026). The stated design goal is to score candidates before a session begins and to compare candidates against each other afterwards. That is a different proposition from being watched for 90 minutes, and it changes which parts of the process you can influence.

This article covers what Talview captures, what its own product pages claim it decides outside your session, and what the documentation does and does not support.

What Talview captures during a session

Talview's proctoring product is branded Proview, with the AI proctoring component named Alvy. The capture surface, per the vendor's own candidate and product pages:

• Webcam video and continuous face matching. Talview's homepage describes "continuous liveness and face match, not a one-time check at login." The record-and-review product page lists "advanced face-to-photo ID and voice matching."
• Microphone audio. The seven-layer framework Talview publishes includes "Audio Stream Analysis" as a named layer (Talview AIOP page).
• Screen activity. The record-and-review page states that "test-takers' audio, video, and screen activity are recorded during the exam."
• A second camera, usually your phone. Talview lists "Secondary Camera Scan" as a framework layer, and its FAQ says candidates "position the camera to show their surroundings, with footage streamed or recorded for review." The same FAQ notes that candidates "may have the option to opt-out of secondary camera proctoring depending on the exam's guidelines" (Talview FAQ hub).
• A room or environment scan. Candidates may be asked to perform "environment scans like showing their workspace or doing a 360-degree room scan," per the candidate docs.

The flags Talview names as common are behavioural rather than forensic: "Multiple faces detected," "Frequent looking away from the screen," "Background noises or conversations," "Attempts to switch browser tabs," and "Sudden changes in lighting or environment." If you have read our breakdown of what a phone acting as a second camera actually sees, the Talview configuration will look familiar: the desk view exists to cover what the primary webcam cannot frame.

The Secure Browser is a native app, not a tab

Where a Talview exam uses Secure Browser, you are installing software, not opening a page. The documented requirements are specific and worth reading before the day of the test:

Source: Talview SDK system requirements and Secure Browser documentation.

Two practical consequences. First, if you work on Linux, a Secure Browser exam is not something you can take on your usual machine, and the fallback is browser-based delivery that the employer has to enable. Second, Talview warns that Secure Browser "installation and auto-updates may be blocked by enterprise endpoint protection, antivirus software, or restrictive admin policies on corporate/school-managed devices." Taking a Talview exam on a managed work laptop is the configuration most likely to fail in the first five minutes.

Inside the session, Talview's candidate documentation says a "secure browser environment is activated that restricts the candidate's ability to switch tabs, open other applications, or copy and paste content," and the FAQ adds that the browser "prevents cheating by disabling copy-paste, screen sharing, printing, and blocking unauthorized software." Note what is claimed and what is not: Talview's published documentation for Secure Browser does not enumerate a process blocklist, virtual machine detection, multiple-monitor handling, or overlay detection. The same caution applies as with any assessment delivered as a desktop application rather than a website: the absence of a documented capability is not evidence that the capability is absent.

The part that happens outside your session

This is the material difference between Talview in 2026 and the vendor-records posts you may have read for other platforms. Talview's AIOP page organises its claims into three phases, and two of them do not involve your session at all.

Before the exam. Talview says the platform will "build longitudinal candidate risk profiles," "detect suspicious clusters and shared digital footprints," and "flag high-risk candidates proactively in advance." "Digital Footprint" is one of the seven named security layers. The vendor does not publish what data populates that footprint, over what period, or how a candidate would learn they had been pre-flagged.

After the exam. Talview describes "graph-based analysis across sessions and candidates" intended to "detect collusion rings and proxy networks" and "identify content leaks and anomaly patterns." The unit of analysis is the cohort, not the individual. In that model, a finding against you can originate from a pattern shared with other test-takers rather than from anything visible in your own recording.

The company's CEO framed the shift this way in the launch release: "The proctoring industry has been solving the wrong problem. Watching a candidate and flagging moments won't stop organized fraud."

Treat all of this as vendor-claimed capability. Talview publishes the architecture and the intent; it does not publish accuracy rates, false-positive rates, or an appeals mechanism for a pre-session risk score. Independent evaluation of graph-based collusion detection in hiring assessments is not available as of October 2026, and the claim is not one a candidate can verify from their side.

It is also a genuinely different thing from a recording being re-examined later. Post-hoc scanning products read the video and audio file after the fact, which we covered when interview recordings started being scanned months after the interview. Cross-candidate graph analysis does not need your recording to be interesting on its own — it needs your session to resemble other sessions.

You cannot see your own flags

The single most consequential line in Talview's candidate documentation is this: "You won't be able to view your session's flags or event log."

The same page offers a partial counterweight — "a flag does not automatically mean misconduct" and "all flagged sessions are carefully analysed" — and the record-and-review product page describes human review, stating that "trained proctors then review the recordings post-exam to identify and report any irregularities" and that proctors validate "existing flags" while "flagging additional suspicious behaviour." Talview also acknowledges a limit: "While highly effective in identifying many forms of misconduct... no system is infallible."

The asymmetry still matters. The employer receives a flag report; you do not. If a Talview result goes against you, you are responding to a conclusion whose evidence you have not seen, which is the same procedural position we described in what actually happens when a coding assessment flags you. Under GDPR or comparable regimes you may be able to request the recording and the associated processing information from the employer as the data controller — but that is a legal route after the fact, not a feature of the product.

What you can usefully control

Most of the advice circulating about proctored assessments is about defeating detection. The grounded version is narrower and mostly about not generating avoidable flags:

• Confirm the delivery mode before the day. Secure Browser on Windows 11 or macOS 14+ is a different exam from browser-based delivery. Ask which one, and ask early if you are on Linux or a managed device.
• Resolve the permission grants in advance. Camera, microphone, and system-level screen sharing are mandatory, and on macOS granting screen recording to a new app requires a restart of that app. Doing this during the exam window burns your clock.
• Expect the second camera and clear the desk. The desk and room view is a named layer, not an optional extra, and "sudden changes in lighting or environment" is a listed flag. A stable, boring, well-lit room is the cheapest flag reduction available.
• Ask about retention and access. Talview's FAQ does not specify how long recordings are kept. That question belongs to the employer or test publisher, not the vendor, and it is reasonable to ask before you consent.

Where Control fits, and where it does not

Control is a desktop-native AI interview assistant for interviews, assessments, and screen-share workflows. It runs on Windows and macOS, is not available for Linux, and its overlay is tested against Zoom 6.16 and earlier and browser-based screen recording as of September 2026, per Control's own pricing page. Plans are a $12 day pass, a $19 sprint pass, or $39 per month, with a small free allowance of 5 messages and 2 minutes of voice before purchase.

Being candid about scope: a Talview Secure Browser exam is a native application that requires system-level screen-sharing permission, and Control publishes no verified behaviour in that environment. We have not tested it, and we are not going to claim an outcome we cannot demonstrate. Nothing in Talview's documentation or Control's suggests a candidate should treat a locked-down Secure Browser session as equivalent to a Zoom screen share. If the assessment in front of you is a Talview Secure Browser exam, the honest answer is that preparation is the available lever.

Where Control's workflow is relevant is the other half of Talview's product line: Ivy, the AI interviewer, which Talview describes as conversational screening with real-time follow-ups and "Live Interview Rooms with mid-session face authentication." A conversational screen conducted in a normal browser is a screen-share workflow, and it is also the kind of round where preparation against a structured rubric pays off. Our guide to preparing for AI-conducted interviews covers that format directly.

The short version

Talview captures webcam video with continuous face matching, microphone audio, screen activity, and usually a phone-based second camera, behind a Secure Browser that supports Windows 11 and macOS 14+ but not Linux. What distinguishes it as of October 2026 is that the vendor's stated model puts significant decision-making outside your session: longitudinal risk profiles built before you start, and graph analysis across candidates afterwards. Those are vendor claims without published accuracy data, and you cannot see your own flags either way.

Practically, that means two things. Control what is controllable — delivery mode, permissions, environment, and your actual preparation. And ask the employer, not the vendor, the questions the vendor does not answer: how long the recording is kept, who reviews a flag, and what recourse exists if one is raised.