Aperture UX Raises $18M to Build ResearchOps Platform with AI Synthesis

Design · 4 min read

Aperture UX's platform aggregates interviews, session recordings, and survey data, applying supervised and unsupervised models to surface cross-study themes and friction points. Investors highlighted the product-market fit: research-heavy teams need scalable synthesis without losing context or rigor.

The new funding will be used to improve model explainability, add support for moderated study annotations, and integrate with popular product analytics tools. Aperture promised granular provenance for AI-derived claims so researchers can trace insights back to raw clips and quotes.

Design teams that piloted the product said it reduced synthesis time by roughly half, though they emphasized the need for manual curation to avoid overgeneralization. Aperture plans to launch an enterprise governance dashboard and expand its customer success team.