Recoup
Major Label (Warner Music Group)

Automated 40+ hours of monthly reporting

A Warner Music Group label with decades of catalog and an active roster automated their entire weekly release reporting workflow — freeing five employees for strategic work.

5 → 0
Employees on reports
40+ hrs/mo
Manual work eliminated
$36–60K/yr
Staff time saved

The Challenge

Every week, the label's team compiled release reports covering streaming performance, playlist additions, social media growth, and competitive positioning for each new release. This process required five employees contributing a combined 40+ hours per month — roughly $3,000–$5,000 in staff time.

The reports were essential for A&R decisions, marketing prioritization, and artist updates. But the work was entirely manual: log into Spotify for Artists, check Apple Music analytics, cross-reference playlist databases, pull social media numbers, compile into a template, distribute to stakeholders. Every week, the same steps.

The Solution

1

Automated data collection

Streaming numbers, playlist adds, social growth, and audience demographics pulled automatically from Chartmetric, Spotify, and social APIs.

2

Structured report generation

Reports formatted to the label's existing internal standards — structured, templated, and consistent. No reformatting required.

3

Automatic distribution

Reports delivered to relevant stakeholders every Monday morning — no human intervention. The team shows up to insights already waiting.

The Results

Metric
Before Recoup
After Recoup
Staff on weekly reports
5 employees
0 (automated)
Hours per month
40+
0 (automated)
Estimated staff cost saved
$3,000–$5,000/month
Reallocated to strategic work
Report delivery
End of week (manual)
Monday 8 AM (automatic)
Data freshness
Delayed (manual pull)
Real-time (API-connected)
We had five people spending their Mondays pulling numbers. Now the reports are waiting for us when we get in. The team can actually think about what the numbers mean instead of spending all their time gathering them.

Head of Operations

What This Unlocked

Five employees freed for A&R scouting, campaign strategy, and artist relationships
Reports arrive before the team does — every Monday at 8 AM
Data-driven decisions based on real-time numbers, not last week's manual pull
Consistent reporting quality regardless of team turnover

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