From the lab

Guides

Straight answers on finishing AI music and making your tracks sound like records — from a working producer and engineer.

Why Your Suno Song Still Sounds Fake (and What a Real Engineer Actually Fixes)

The specific reasons AI-generated tracks sound 'almost there' — and the parts an auto-master can't fix.

6 min read·Read guide →

Can a Mixing Engineer Actually Fix an AI Song? What's Possible (and What Isn't)

An honest answer to 'is it worth paying someone to mix my AI track?' — including when it's not.

5 min read·Read guide →

How to Make a Suno Beat Sound Like a Real Trap or Hip-Hop Record

A producer's workflow for turning AI-generated trap/hip-hop into something release-ready.

7 min read·Read guide →