Narrative Listening Agent
Transform open-ended feedback into real-time, actionable intelligence




Unlock the Power of
Employee Voice
The Narrative Analysis Agent quickly extracts what matters from large volumes of open-text feedback, revealing the uniquely human stories hiding in your people data.
Ask the agent natural-language questions to transform months of manual comment review into an afternoon's work — so you can spend less time analyzing and more time taking action.
We're enabling organizations to tap into the full value of employee feedback at unprecedented speed and scale.

Find the Signal in the Noise

Ask Anything, Get Answers Fast
The Narrative Analysis Agent acts as your intelligent research partner, processing and synthesizing thousands of comments through a simple conversational interface. Ask questions like:
- “Which topics are employees most vocal about?”
- “Which departments most commonly cited collaboration as their primary challenge?”
- “What barriers to performance do employees mention most frequently?”

Uncover Hidden Themes Through an Objective Lens
Natural Language Processing and discriminative AI reveal deeper subtext across all employee feedback — detecting sentiment, identifying intent, and surfacing consistent patterns that human reviewers might miss.

Prioritize What Matters Most
Find the common thread across your organization by identifying the themes that appear most frequently and carry the most emotional weight. Know exactly where to focus your action-planning efforts for maximum impact.

From Insights to Action
Don't just understand what employees are saying — get clear next steps. The Narrative Analysis Agent highlights recommended actions suggested directly by your employees, giving you a clear path forward grounded in their experience.
Key Features
- Natural Language Querying: Ask questions in plain language and get relevant, synthesized responses from your comment data
- Theme Detection & Clustering: Automatically identifies and groups common topics and concerns across thousands of comments
- Sentiment & Intent Analysis: Understands not just what employees say, but how they feel and what they’re asking for
- Representative Comment Surfacing: See actual verbatim quotes that exemplify key insights and themes
- Demographic & Filter Support: Analyze feedback across any population segment or filter by themes, keywords, sentiment, and more


Fast, Accurate Analysis at Scale
We've transformed qualitative analysis from a labor-intensive bottleneck into an accessible, interactive experience. Rather than spending weeks manually analyzing comments or relying on basic keyword searches, you can:
- Read and interpret thousands of responses in minutes instead of months
- Explore your data dynamically through an ongoing dialogue
- Reduce analysis time while improving depth and accuracy
- Democratize access to rich comment insights across your team
This is part of our broader agentic AI framework — purpose-built to help you move from systems of insight to systems of outcomes.
Connect with Us
See how we’re revolutionizing AI-driven conversations to transform organizational insight into action.
Open-Text Comments Are a Goldmine — But Hard to Mine
Employee comments provide essential context, reveal common threads, and surface potential solutions directly from the people experiencing issues. Yet these valuable insights often remain hidden due to: