Feature Roadmap

See what's available now, what's coming soon, and help us prioritize by voting or requesting features.

Available Now

Transcript Analysis

Core Feature

Upload interview transcripts and get AI-assisted cheating probability scores for each question.

  • • AI writing pattern detection
  • • LLM fingerprint matching
  • • Style & vocabulary analysis
  • • PDF report export

Screenshot Analysis

New Feature

Upload interview screenshots for visual cheating detection using AI computer vision.

  • • Multiple face detection
  • • Gaze direction tracking
  • • Virtual background detection
  • • Off-screen looking patterns

Glasses Reflection

Beta

Experimental feature to detect app interfaces reflected in candidate's glasses.

  • • Requires 1080p+ screenshots
  • • AI software interface patterns
  • • Manual review recommended
  • • 40-60% detection rate

Coming Soon

Video Upload Analysis

Q2 2026

Upload full interview recordings for comprehensive frame-by-frame and audio analysis.

203 votes

Background Voice Detection

Q2 2026

Detect coaching voices, secondary speakers, and AI-generated speech patterns in audio.

127 votes

Zoom/Teams Integration

Q3 2026

Real-time analysis during video calls with live alerts for interviewers.

89 votes

ATS Integration

Q3 2026

Push analysis results directly to Greenhouse, Lever, Workday, and other ATS platforms.

67 votes

Keyboard Sound Detection

Q2 2026

Detect typing sounds during answer periods that may indicate copying from AI tools.

54 votes

Team Dashboard

Q4 2026

Multi-user workspace with shared reports, team analytics, and role-based permissions.

45 votes

Request a Feature

Have an idea that would help you catch more cheaters? We'd love to hear it. Your feedback directly shapes our roadmap.