Extraction that preserves texture
Teams often rewrite notes into corporate prose too early. rempramla keeps quote cards with role tags from decision-maker mapping and stage tags from the journey. Texture is what later positioning will need.
Cluster by mechanism
Feature requests cluster poorly because every buyer can invent a feature. Mechanisms — how confidence forms, how risk is socialized, how vendors get compared — reveal patterns that survive product changes. Link clusters back to purchase decision friction types so language stays precise.
Claude challenge rounds
A claude round is a timed hostile review. For each theme, a teammate argues the opposite using counterexamples from the same corpus. Themes that survive become candidates for positioning synthesis. Themes that die return to fieldwork via interview protocols or touchpoint observation.
What you refuse to claim
rempramla refuses: population percentages from tiny qualitative sets, ROI promises, and “the market wants” statements when only one segment spoke. The glossary defines pattern versus prevalence for shared vocabulary.