News
LANDR expands Mila-built streaming-fraud detection and says Spotify-flagged artificial streams fell 95%
On 22 September 2026 LANDR said it was expanding machine-learning fraud detection built with Quebec AI lab Mila. MBW and Music Ally reported on the 24th. Besides account profile/behaviour and listening-anomaly models, it adds earlier signals such as high-frequency releases and overnight catalogues, with human review after a flag. Spotify-flagged artificial streams on music LANDR distributes fell 95% from Q1 2025 to Q2 2026 — attributed to multiple initiatives, not Mila alone.
What happened
On 22 September 2026 LANDR announced an expansion of machine-learning fraud detection built with Quebec AI institute Mila. Music Business Worldwide (Murray Stassen, 24 September) and Music Ally (same day) reported it. Alongside account profile/behaviour and listening-anomaly models, LANDR says it now surfaces earlier signals: unusually high release frequency, catalogues that appear overnight, clusters sharing devices or payout details, and impersonation metadata. Flagged activity is human-reviewed before action.
What changed
LANDR said the volume of artificial streams flagged by Spotify on music it distributes fell 95% from Q1 2025 to Q2 2026. MBW states that LANDR attributes the drop to multiple fraud-prevention initiatives, not the Mila system alone. Music Ally notes that absolute flagged-stream counts were not given. The stack also uses ACRCloud and Ircam Amplify audio recognition, identity checks for high-frequency-release accounts, and AI-generation declarations in metadata sent to DSPs — a disclosure path Spotify began building with DDEX in September 2025.
Whose work this changes
Distribution and royalty accounting for catalogues that go out through LANDR. MBW recalls that since April 2024 Spotify has charged labels and distributors a per-track fee when it detects flagrant artificial streaming. High-frequency or overnight catalogues can now be flagged before they reach a DSP. The 95% figure is a company claim; this site did not audit the streams. The move sits with IFPI’s Streaming Integrity Initiative (14 September). MBW says LANDR has discussed joining formally, with no timeline.
Do this today
If you distribute via LANDR, open the next release form and record whether the AI-generation declaration is filled and whether the account is being asked for identity verification as a frequent releaser.
Sources
Primary is LANDR’s 22 September announcement. The write-up here follows MBW (24 September) and Music Ally (24 September) as secondary. Clickable URLs are at the end.
Source: Music Business Worldwide