Large volumes of unstructured documents require significant human review and increase error risk.

Different formats across organizers and broadcasters create processing delays and manual workload.

Incomplete or inaccurate event documentation leads to gaps in royalty distribution and reporting.

Insufficient evidence for transparent and dispute-free royalty allocation cycles.

Fragmented validation workflows across artists, organizers and internal teams.

Noisy or low-quality audio recordings reducing reliability of live performance detection.