Summaries

Knit generates a summary and topline highlight for your quant data — with AI rationale explaining how each finding was reached, so you can inspect and defend the work.

Your key cohorts, cuts, and segments are automatically prepped and visualized — no manual setup, no waiting. Dive in the moment your data is ready.

Knit flags findings with statistical significance so you know which results are meaningful and which aren’t, giving you the confidence to make decisions.

Every chart and crosstab is built to your research best practices, so the visualization matches how you actually think about and present your data.

Knit generates a summary and topline highlight for your qual data, with rationale explaining what the AI found and why it matters, so every insight is traceable.

Knit’s AI Contextual Analysis™ automatically groups your qual responses into themes and subthemes, so patterns surface in minutes, not after days of manual coding.

Every qual insight is backed by AI-generated transcripts and direct citations, so you can trace any finding back to the source and share it with confidence.

Filter your qual data by quant responses to tap into the true power of combined quant + qual. Segment video and open-end feedback by any quant variable to get the “what” and “why” in a single view.