Apple's automated app review breaks specialized software

According to reports collected by Synth Anatomy, an influx of low-effort, AI-generated applications is clogging Apple's App Store review pipeline, stretching typical 48-hour turnarounds to nearly a month. To absorb the surge, Apple appears to be leaning on automated review models that produce bizarre rejection loops for specialized audio developers. Unfiltered Audio reported four rejections on a single plugin, including an automated flag claiming the descriptive term "Polyharmonic" was proprietary technology requiring a license, followed by a demand for video proof of connection to nonexistent hardware.

Other developers report complex, hand-written instruments getting flagged as spam generated by template services within seconds of submission, with appeals disappearing into unanswered queues. When generation costs collapse, review gates get flooded. When platform operators answer that volume with automated screening, the classifiers struggle with specialized domains, misinterpreting technical vocabulary as infringement and modular plugin architectures as duplicate spam.

If platforms counter machine-generated submissions with unaccountable automated moderation, independent development becomes an adversarial guessing game against a hallucinating reviewer. Verification is the hard part of software distribution, and offloading it entirely to statistical models without a fast human appeal path punishes the engineers who build things properly.