Sonventory
Music and social-media analytics for Mac.
- Platform
- macOS
- Kind
- Creative tools
- Status
- In development
- Project year
- 2026
Interface with demo data
The idea
Different platforms. A traceable picture.
Sonventory brings ingestion, music recognition, sentiment, statistics and export into a Mac application. The project works across TikTok, Instagram, YouTube and portability archives.
The architecture
Keep the content local.
A sandboxed SwiftUI app handles the processing. A small Cloudflare broker handles tokens without storing accounts, databases or user content.
A measured change
The same comments, a faster path.
The release notes document a sentiment path reduced from 74.5 seconds to 0.73 seconds cold on the same set of 7,559 comments, with unchanged bucket totals. That is a measured implementation improvement, not a general accuracy claim.
Status & imagery
A working project, still in development.
The interface image uses demo data, not customer results. The labelled sentiment regression corpus contains 33 cases, too few for a broad accuracy claim. A public release is not available here.