Bad royalty data is a valuation problem, not an ops one

Every catalogue acquisition begins with a multiple. Buyers and their lenders argue over 10x versus 14x net publisher share, over discount rates and reversion risk, over the shape of the decay curve. Far less attention goes to the number the multiple is applied to: the royalty statement itself. That is the more consequential gap. Royalty data quality does not belong in the operations column of a deal memo. It belongs in the valuation model, because a multiple applied to an unreliable base produces a precise-looking answer that is simply wrong.

The industry has spent two decades building infrastructure to move money faster: digital service providers, collection societies, aggregators, sub-publishers, each adding a layer between a stream and a cheque. Each layer also adds a chance for misattribution, mismatched metadata, delayed reporting or netted-down deductions that never appear as a clean line item. None of this shows up as an obvious error. It shows up as a number that looks plausible, clears an audit at a glance, and quietly understates or overstates the true earning power of the asset.

Why this is a pricing problem

A discounted cash flow model is only as good as the cash flow history feeding it. When statements are inconsistent across territories, when mechanical and performance income are commingled in ways that obscure the underlying trend, or when a catalogue's reported decline is actually a reporting lag rather than a genuine fall in consumption, the resulting valuation carries an error term that no amount of multiple precision can correct. Investors who spend weeks negotiating basis points on a discount rate, while accepting the numerator without forensic scrutiny, are optimising the wrong variable.

This matters more, not less, as more capital enters music rights. Lenders extending debt against catalogue cash flows are underwriting a repayment profile built on the same statements. Family offices and private equity funds new to the asset class often lack the in-house apparatus to distinguish a genuinely durable income stream from one flattered by timing or reporting artefacts. The multiple gets scrutiny because it is visible and comparable across deals. The data quality behind the cash flow does not, because verifying it is slower, less glamorous and requires domain fluency that spreadsheet diligence alone does not provide.

Separating signal from statement

The discipline required here is not an audit in the traditional sense. It is a reconciliation of what a catalogue is actually earning against what is administratively convenient to report. That means tracing income by right type and source, understanding where societies and DSPs diverge in their reporting cadence, and treating any unexplained variance as a question rather than a rounding error. Done properly, this work either confirms the cash flow a seller is presenting, or it reveals that the true, durable figure is materially different.

Neither outcome is bad news. A lower but verified number is more investable than a higher but unverified one, because it can be underwritten with confidence. The multiple is negotiable. The underlying royalty data quality is not something a lower price can compensate for if the cash flow itself turns out not to exist. In music rights, as elsewhere, the noise is the number everyone can see. The value is in knowing whether that number is real.