Instantly find themes from interviews, focus groups, and open-ended survey data.
Summarize concept feedback, track competitor intelligence, and monitor VoC channels at scale.
Summarize concept feedback, track competitor intelligence, and monitor VoC channels at scale.
Save hundreds of project hours by eliminating tedious manual analysis and reporting cycles.
Apply standardized models for theme extraction, ensuring repeatable and reliable outputs.
Back every insight with clear evidence trails and traceable data sources for stakeholders.
Reduce dependency on external vendors for routine analysis and data synthesis tasks.
Connect surveys, transcripts, reviews, and VoC data from your favorite sources and tools.
Automatically code qualitative data, cluster themes, and analyze all recurring patterns.
Generate executive summaries with key quotes and direct links back to the source evidence.
Ask questions in natural language and get grounded answers directly from your entire research repository.
Manage PII, user access, and audit trails with human-in-the-loop reviews.
Multi-source research
Limited inputs
Manual data uploads
Automated multi-source sync
Qualitative theme coding
Inconsistent outputs
Slow and inconsistent
Consistent, structured
Open-end analysis
Lacks full context
Time-intensive
Deep context-aware analysis
Summaries
No citations or proof
Requires manual reporting
Evidence-linked summaries
PII controls
Data privacy risk
Process-dependent
Built-in PII redaction
Human-in-the-loop review
No integrated flow
Ad-hoc
Integrated review workflows
Surface level
Surface level
Requires statisticians
AI-assisted segmentation aid
Competitor intelligence
Often unreliable
Manual collection
Automated intelligence briefs
Mitigate hallucinations with data grounding and evidence trails.
A shared repository, standardized briefs, and user roles drive true team collaboration.
Protect sensitive data with robust privacy controls, PII redaction, and access management.
Get started in days, not months, using pre-built templates for common research workflows.
Head of Consumer Insights
Data Exfiltration Incidents
We map your key research use cases and define all success criteria.
Securely ingest data from surveys, CRMs, and other sources with permissions.
Set up governance, PII handling, user access controls, and human review gates.
Run a pilot project, gather team feedback, and scale across your organization.
Get a custom architecture review and pilot plan in 48 hours.