AI Interviewer, UI, and Performance
AI interviewer: Voice interview flow and agent behavior are tuned for smoother conversations and more consistent responses.UI: Small refinements across the app.Performance: Client runs faster.Transcript Quality Check and Participant Activity Stats
Quality Check panel: The transcript page now shows a structured quality assessment for interview and transcript quality. You can see deep interview status, overall ratings, transcription quality, diarization quality, issue tags, and concise comments.Stricter quality scoring: Quality assessment is now more resistant to malformed transcripts, parsing artifacts, and speaker-label noise.Participant activity stats: The transcript metadata panel now shows participant activity metrics, including speaking share, utterance counts, total characters, and interview duration.Learn more: Transcribe interviewsNavigation and Split View for Reports
Navigation: You can switch between projects and records from the navbar from almost anywhere in the app.Split view: When viewing a project report, you can open a second panel and compare the main project report with single reports in the project side by side.Learn more: Project reports, Manage projectsResearch Assistant and Ask Project
Ask Project: You can ask questions about project reports and get answers grounded in project documents with citations. You can also choose specific reports or records and ask questions only about that subset.Research Assistant: The sidebar section formerly named “Research Context” is now “Research Assistant” and supports the full Ask Project workflow.Learn more: Research AssistantMore Reliable Under Load
Backend architecture update: We completed a major internal upgrade across the custdev backend, client, and LiveKit integration. You keep the same API and workflows.What you get: Response times and stability under concurrent load are more predictable. Report generation, interview flows, and webhook processing are less likely to degrade during peak usage.No action required: No changes to how you use Aseed; everything works as before, with better resilience.Transcription Quality Improvements
Speaker labeling: Transcripts now assign lines to the right speaker much more reliably across all languages.Speech to text: Spoken words are now converted to text much more accurately, with the biggest gains for:- Indonesian
- Kazakh
- Korean
- Russian
- Thai
- Ukrainian
- and other languages
AI Interviewer in Projects
Run live AI voice interviews from project links and save completed sessions as records.Project links: Create links with duration, expiration, voice, language, and optional topics.Respondent flow: Participants join via/interview/[token] without login, complete onboarding, and start the call.Rejoin + transcript: Rejoin works for the same email during active sessions, and transcripts remain available during and after the call.Learn more: AI Interviewer, Manage projectsRich Text and Readability Improvements
Better readability in setup cards: Context, guide, and notes now display as rich text in project setup and single report setup.Updated modal UI: Context/guide/notes modal was redesigned for clearer reading and editing.Performance improvements: General performance optimizations across the app.Learn more: Research Assistant, Generate single reportsSidebar and Processing Stability Updates
Projects in sidebar: Sidebar now shows 3 recent projects and supports quick creation via+.Mobile setup UI fixes: Improved project setup layout and behavior on mobile devices.More stable parallel report processing: Backend parallel report processing is now more stable under higher load.Learn more: Manage projects, Create project reportsEnhanced Research Assistant Chat Experience
Forced Tool Calls: Force the Research Assistant to use specific tools by selecting actions before sending your message. Use the+ button or type / to choose from Research Assistant, Interview Guide, or Documentation. The selected action appears as a badge that you can remove.UX Knowledge Quiz: Test your UX knowledge with an interactive 10-question quiz. Choose your difficulty level (Junior, Middle, or Senior) and get detailed feedback on your performance.Collapsible Long Messages: User messages longer than 500 characters are automatically collapsed with a “Show more” button.Learn more: Research Assistant, Create interview guideResearch Assistant: context briefs
Generate research context briefs through an interactive Q&A session in the Research Assistant.Features:- Interactive Q&A: Answer questions about your research project to generate a structured 11-section brief covering metadata, decision framing, product context, goals, hypotheses, participants, method, and analysis
- Two Input Methods: Answer questions step by step or provide existing research materials upfront
- Save to Projects: Save generated briefs directly to your projects, download as Markdown, or copy to clipboard
- Fast & Thinking Modes: Choose between Fast (2 tokens) or Thinking (5 tokens) modes
- Additional Options: Skip questions, modify existing briefs, and get validation with follow-up questions