Ask your Repository

Ask Your Repository: AI-Powered Research Insights

Ask Your Repository is an AI-powered natural-language search tool designed to streamline research workflows. It analyzes raw data and delivers validated insights, making it easier for researchers and teams to find and understand key information quickly. Integrated with platforms like Slack, Teams, and Condens Magazines, this tool accelerates research analysis while maintaining strict data privacy and human oversight for critical synthesis.

Benefits

AI-Powered Conversational Search

Stakeholders can query research repositories using natural language, receiving evidence-backed answers. The system supports follow-up questions for deeper exploration, ensuring comprehensive insights.

Auto-Clustering

This feature automates affinity mapping in the Whiteboard by grouping highlights based on sentiment or user-defined prompts. It significantly reduces manual synthesis time and helps identify patterns across datasets.

Multilingual Transcription

The tool converts audio/video recordings into time-stamped text with support for 85+ languages. It includes speaker recognition and automated captions, facilitating efficient analysis of qualitative data.

Use Cases

Efficient Data Analysis

Ask Your Repository eliminates the need for manual sifting through large research datasets. It provides AI-generated summaries, bookmarks, and tagged highlights that surface key insights from transcripts, notes, and artifacts.

Compliance and Security

The product serves UX researchers, product managers, and enterprise teams requiring rapid synthesis of user feedback. It maintains compliance with GDPR, HIPAA, and SOC 2 standards.

Typical Use Cases

• Real-time stakeholder queries about historical research
• Automated tagging to prevent duplicate metadata
• Generating shareable highlight reels for cross-functional alignment

Unique Advantages

Purpose-Built for UX Research

Unlike generic AI tools, Ask Your Repository is specifically designed for UX research. It offers features like session-specific summarization, artifact linking, and compliance-focused data residency controls in EU/US servers.

Innovative Features

• AI-suggested tags to prevent metadata sprawl
• Auto-bookmarks for critical transcript segments
• Smart clusters that dynamically update as new research data is added

Competitive Differentiation

• Integrations with stakeholder platforms (Slack, Teams)
• SOC 2 Type 2 certification
• Partnerships with enterprise-grade cloud providers like AWS and Azure for secure processing

Vibes

Data Privacy

Q: How does Condens ensure data privacy when using AI features?A: All data is processed through GDPR-compliant sub-processors like Microsoft Azure and AWS, with strict retention policies ensuring information is never used to train external AI models.

Stakeholder Access

Q: Can stakeholders without Condens accounts access research insights?A: Yes, AI-powered search results and highlight reels can be shared via Slack, Teams, or Condens Magazines, allowing stakeholders to query evidence without platform access.

Accuracy of AI-Generated Summaries

Q: How accurate are the AI-generated summaries and bookmarks?A: The system uses context-aware NLP models trained on UX research terminology, achieving precise summarization of sessions, artifacts, and tags while flagging key transcript segments via sentiment analysis.

Custom Research Frameworks

Q: Does the auto-clustering feature support custom research frameworks?A: Users can guide clustering through specific prompts or let the AI auto-group highlights by detected themes, with manual adjustments allowed post-processing.

Language Support

Q: What languages are supported for transcription and analysis?A: The tool transcribes recordings into 85+ languages with speaker diarization and offers search/analysis capabilities across all supported languages in the repository.