Feedback insights analysis with AI
From noise to signal, smart and effortless
Meet Airis, a reliable AI that is just as user-obsessed as you! She handles the repetitive triage tasks with a strong respect for data privacy, so you can focus on leading with impact.

Centralize user evidence for smart discovery
Turn everyday customer conversations into structured product insights.

Channels data ingestion
Connect call tools, support platforms, and CRM for channels to continuously ingest qualitative insights into your user intellegence hub.

AI feedback extraction
AI detects pain points, feature requests, friction, and confirmations and transforms them into structured feedback items inside your project.

Source-linked insights
View source data next to the structured feedback items, so you always know the real voice behind the insight. Build a knowledge base grounded in exact context.
Surface high demand and impact trends
Accurate AI topic sorting so you don’t need to triage through the data to get insights.

Auto labelling
Group and organize feedback into labeled themes and sentiments. Define project context and topics for efficient AI triage.

Positive vs. negative topics
View topics of positive and negative feedback. Easily prioritize what needs fixing and what is ready to scale.

Actionable trends
Monitor requests, sentiment, and user segments to uncover emerging trends and take action accordingly.
Brainstorm solutions using instantly accessible insights
Transparent AI logic you can easily follow, iterate, and turn into actionable ideas.

Hypothesize with AI
From synthesized topics, AI proposes problem hypotheses to support an analytical approach to solutions.

Generate solutions
Accept a hypothesis and let AI generate potentional solution directions. Move from insight to ideation without losing context.

Visualize prototypes
Leverage solution details and context to create prompts and prototype quickly. Gain stakeholder buy-in with validated user evidence behind every idea.
Keep a live pulse on product impact
Quickly identify patterns and opportunities in the insights dashboard.

Cohort analysis
Slice and dice data to reveal distinct issues and different preferences across user segments.

Clear discovery results
Explore real-time charts, conditional responses, and topics. Drill down from macro trends to individual feedback items in seconds.

User-centric metrics
Monitor user satisfaction scores, bug resolution time, etc by features, behaviors, segments, and time.














