Native Instruments deployed an AI-powered Preset Explorer in Absynth 6 (released December 2025) that uses a deep learning model to analyze the timbral characteristics of every synthesizer preset and arrange the entire library into a visual map, allowing musicians to browse sounds by feel rather than scrolling through text-based lists.

The Preset Explorer was developed by Native Instruments' Applied AI team, led by Head of Applied AI Andy Sarroff. A deep-learning model analyzes each preset's 'timbral DNA' — including perceptual qualities such as brightness, sustain, and noisiness — and positions presets spatially on a visual map based on sonic similarity. This removes the need for text or tag-based searching. Simple filters allow users to narrow their path through the collection. According to the company, the system was designed to support musical exploration rather than automate creative decisions.