60-Day Pilot Report

A 60-day projection of productivity and cost optimization for record labels. The figures in the report are forecasted performance based on platform simulations and observed industry dynamics.

100 modeled music professionals and 1 A&R resource.

A simulation over 60 days with 100 modeled music professionals and 1 A&R resource. The output modeled is completed songs ready for evaluation or pitching.

A traditional A&R workflow: personnel at 45 euros per hour, manual coordination across email, messaging and file tools, repetitive follow-ups and a fragmented intake with high drop-off.

10.25x creative output: more songs completed per user than in the traditional workflow.

80% time reduction: 32 A&R hours against 160 over the 60 days.

820 songs completed against 80 in the traditional workflow: 925% more total production volume.

128 A&R hours saved over the 60 days. At 45 euros per hour that is 5,760 euros, or 34,560 euros a year for one A&R by linear extrapolation.

KPIs reflect forecasted performance based on platform simulations and observed industry dynamics.

The same model scaled to a publishing label: 3,500 writers and 34 A&R executives. It forecasts 28,700 songs completed against 2,800 in the traditional workflow, 4,352 A&R hours saved and about 1.17 million euros a year in operational savings, with the same headcount.

These KPIs reflect forecasted performance based on platform simulations and observed industry dynamics, not guaranteed outcomes. Artist advances, producer and songwriter compensation, recording, mixing, mastering, marketing and distribution are excluded from both models. Annual figures are a linear extrapolation of the 60-day model.