AI creation & utilities
The AI layer of the studio: stem separation, practice tools and generative systems. Handle generation with care — DSP and distributor policies on fully AI-generated music are tightening, and disclosure rules are coming.
- ACE Studio — Producers who can write vocal melodies but lack the singer, room or budget to record polished demos.
- Aimi — Artists experimenting with AI-assisted songwriting who want to iterate on individual musical components.
- AIVA — Composers sketching cues and beds quickly. Composer looking to expedite their workflow and companies that need music for corporate content or sync. AIVA exports to MIDI and is a main selling point compared to other platforms.
- Audimee — Producers who can perform a guide vocal but want a different tone, range or vocal identity.
- Audioshake — Rights-holder-grade stem separation for catalog work.
- ElevenLabs — Artists making narration, visualizers, localized content, character voices or experimental audio around their releases.
- Fadr — Artists, DJs and producers who need quick stems, edits or remix sketches without configuring specialist software.
- Kits.AI — Licensed AI voice models and vocal demos.
- LALAL.AI — Remixers and editors needing clean stems fast.
- Moises — Practicing with stems, key and tempo control.
- SOUNDRAW — Artists needing customizable starting points, backing music or licensed music for frequent visual content.
- Suno — Fast demos, reference sketches and ideation experiments.
- Udio — Generative sketching now that licensing has settled.
- Vocalremover — Artists and producers splitting stems and removing vocals with no budget for tools.