Assessment Integrity

Catch AI assistance and cheating before it distorts hiring outcomes

Honrly detects candidates using stealth AI tools, hidden workflows, and off-platform assistance during assessments and interviews-then gives your team structured evidence to act with confidence. Integrity is not a vague risk score; it is a reviewable record of what happened in the session.

Back home

01

Built for the generative-AI era of cheating

Traditional proctoring was designed for browser lockdowns, tab switches, and webcam glances. That model assumed cheating looked like a second person in the room or a phone under the desk. Modern candidates use overlay tools, second devices, AI copilots, and stealth interview assistants that never look like classic misconduct. Honrly focuses on the integrity signals that matter when generative AI can draft answers in real time-so your hiring funnel measures authentic candidate ability, not who has the best hidden assistant.

  • Surface suspicious apps, overlays, and assistance patterns during assessments and interviews
  • Distinguish possible assistance from proven misconduct so reviewers are not forced into binary guesswork
  • Keep a reviewable integrity timeline instead of a single opaque risk number
  • Support both high-volume async assessments and high-stakes live interviews

02

What we measure-and what we do not

Honrly scores and flags integrity signals related to the session: assistance patterns, anomalous behavior, and evidence that a response may not be the candidate’s own work. We do not score personality from facial expressions, accents, or appearance. Employment decisions stay with your hiring team. That boundary is intentional-integrity should protect fairness, not invent new forms of biased judgment.

  • No facial-expression personality scoring
  • No accent-based or appearance-based scoring
  • Human review controls and exportable evidence context
  • Clear separation between integrity observations and hiring decisions

03

Works with assessments and interviews

Use Honrly across coding assessments, structured interviews, certification exams, and verified behavioral assessments-so integrity is consistent wherever trust matters. Teams often start with one high-stakes workflow, then expand once operators trust the evidence model. The goal is a shared integrity posture across the funnel, not a one-off tool bolted onto a single recruiter’s process.

  • Verified behavioral assessments with authenticity checks on open-ended responses
  • Technical and skills assessments where AI copilots can inflate scores
  • Live and recorded interviews where stealth assistants are increasingly common
  • Certification and credentialing programs that need defensible session records

04

From signal to operator workflow

Detection only helps if someone can act on it. Honrly is designed for operators who need to intervene live, flag a session for later review, or document why a candidate was asked to retest. Integrity products fail when they dump alerts without context. Ours ties signals to session timelines so recruiters, assessment admins, and compliance stakeholders can share the same record.

  • Live visibility for high-stakes sessions when operators need to intervene
  • Async review queues for volume hiring where every session cannot be watched live
  • Structured notes so overrides and retest decisions are auditable

Integrity gate

Threats get intercepted. Genuine candidates pass through.

A four-scene integrity loop: live session, anomaly detection, layered interception, and verified pass—built for AI-era cheating.

  • Device & session
  • Behavior & language
  • AI assistance
Honrly integrity
Session live
Candidate sessionLive

“When a renewal was at risk, I called the customer the same day and owned the save through Q3…”

Response · 00:14:22
Integrity watch
  • Identity checkok
  • Device postureok
  • Response cadenceok

Hiring pipeline

Without a gate, risk flows into every hire. With Honrly, it doesn't.

Watch one hiring wave: intake, unchecked advance, gated interception, then a shortlist built only from verified sessions.

Candidate stream
Intake
Hiring wave · CSM6 sessions
A. Chen
Ownership 5
In queue
R. Okonkwo
AI assistance
In queue
M. Patel
Judgment 4
In queue
J. Rivera
Hidden overlay
In queue
S. Kim
Evidence 5
In queue
T. Brooks
Paste burst
In queue

Integrity layer

Signals you can review—not a vague risk score

From live feed to flagged event to human resolution—every integrity decision leaves an audit trail.

Integrity timeline
Live feed
Monitoring
  • Identity check
    00:01:02
    clear
  • Hidden overlay
    00:12:04
    flagged
  • Assistance pattern
    00:18:41
    review

Workflow

Integrity in the assessment loop

Detection and evidence review sit alongside scoring—not as a bolted-on afterthought.

Assessment loop
Select
Role · Customer Success Manager
Customer empathy
30%
Ownership
25%
Communication
20%
Adaptability
15%
Conflict resolution
10%

05

Fairness and candidate experience

Integrity programs that feel like invasive surveillance theater create drop-off and brand risk. Honrly is designed as a higher-assurance integrity layer without defaulting to keystroke logging and full-screen lockdown as the only answer. Candidates should understand the rules; reviewers should understand the evidence. When both sides can see a clear process, integrity becomes a trust feature rather than a gotcha.

  • Policy-aligned enforcement-Honrly helps you enforce your rules, not invent them
  • Evidence-first review reduces false accusations based on a single ambiguous signal
  • Accommodation-friendly workflows so integrity does not block legitimate alternate formats

06

Pairs with verified behavioral assessments

Assessment integrity is most powerful when paired with assessments that actually measure demonstrated workplace behavior. Honrly’s verified behavioral assessments follow a clear workflow: select competencies, generate structured questions, score evidence against rubrics, and verify integrity. When scoring and authenticity sit in the same system, hiring teams stop treating “great answer” and “authentic answer” as the same thing.

07

Enterprise-ready evidence posture

Enterprises need more than a detector demo. They need consistent policy, role-based access, audit trails, and reporting that security and legal teams can review. Assessment Integrity is built to sit inside that operating model-so integrity findings can be explained months later when a hiring decision is questioned.

  • Exportable context for audits and internal reviews
  • Consistent integrity language across recruiting, talent assessment, and L&D programs
  • Deployment support for multi-team rollouts

FAQ

Frequently asked questions

Honrly is designed as a higher-assurance integrity layer without the invasive keystroke and full-screen surveillance patterns many candidates reject. Exact session requirements depend on your program design and threat model; we prioritize signals that matter for AI-era assistance over theater.

Next step

Ready to catch AI assistance before it distorts hiring?