Organization & Team Management — Create organizations, invite members, assign roles with granular permissions
Role-Based Access Control — Custom roles with per-feature permission matrix
Permission-gated UI — Interface elements automatically show/hide based on user permissions
RBAC E2E Test Suite — Comprehensive integration tests for permission scenarios
STT Provider Failover — Automatic fallback between Gemini, Groq Whisper, and Deepgram when speech recognition fails
Security hardening with cross-company data isolation and defense-in-depth validation
Interview playback stability and error recovery
CV analysis processing speed
Memory leaks in long interview sessions — Fixed orphaned audio elements, URL object accumulation, and AudioContext exhaustion on mobile
Audio quality degradation during prolonged interviews — Implemented resource cleanup and shared AudioContext pool
Unified Assessment System — Combined scoring from CV triage, interview, and video analysis
Recruitment Hub — Centralized dashboard for all hiring activities
Bulk Interview Management — Process 20+ candidates simultaneously
Speech-to-text resilience with automatic fallback between providers
Interview session recovery for interrupted connections
AI Interview System — Natural conversation-based candidate assessments
Smart Playbook Generator — AI-created assessment criteria from job descriptions
CV Triage Pipeline — Automated bulk screening with AI scoring
Dashboard loading performance
We'd love to hear from you. Share your ideas and help shape the future of Aivident.
hello@whiletruelab.com