Pre-flight

Music distribution has a blind spot: copyright is only verified after upload, when the platform's ACR runs. By then it's already too late — and expensive.

The problem with backwards order

In the traditional workflow, a track is distributed first and analyzed second. The automatic content recognition systems used by platforms (TikTok, YouTube, Instagram, DSPs) only kick in after the file is already published. When the claim appears, the damage has already started.

The consequences of discovering the problem late are concrete: track takedown, revenue holdback while the dispute is resolved, strikes that compromise your channel or label's health, and — perhaps most expensive of all — the manual moderation rework, which is slow, labor-intensive, and doesn't scale.

Pre-flight: check before takeoff

Pre-flight copyright check is exactly what the name says: verification that happens before publication. The aviation analogy is spot on — no pilot takes off just to discover a problem in the air. They run the checklist on the ground, where mistakes are cheap.

A good pre-flight needs to see far beyond obvious samples. It has to catch:

Why traditional ACRs don't work as pre-flight

Commercial ACR systems are, by nature, reactive: they run inside the platform after upload, and only recognize what's already in their database. They answer "is this recording X?" — not "what's the risk in this work before I publish it?". They're excellent tools for the wrong problem.

Pre-flight demands the opposite logic: anticipatory coverage (including what hasn't been cataloged yet) and a risk reading before release, not a binary verdict after it.

How ACR SIGMA does it

SIGMA runs multiple neural analysis layers on the Vanguarda Base — a proprietary database of rising virals, continuously updated — and delivers an actionable 0-100 score before upload. Instead of discovering the problem when the claim lands, you make decisions with the risk in hand.

Pre-flight isn't a cost: it's insurance. Every claim you avoid is revenue preserved and human moderation saved. The question isn't whether it's worth checking first — it's how much it costs not to.