Pre-Launch Validation: What We're Testing Before Veilsort Ships

Veilsort is in pre-launch validation on TestFlight. Before the public App Store launch, we are testing the things that actually matter to users — and we will not publish accuracy numbers, tester counts, or testimonials until that validation is complete. Here is what we are testing, and what we will and will not promise.

Veilsort is a privacy-first email analysis tool for iOS that runs entirely on-device using Apple Intelligence. The core pipeline is built: share an email from Mail.app (or paste it), PII is masked, Apple Foundation Models analyze it locally, and you get a summary, risk flags, deadlines, and a cautious suggested reply. None of that touches a server. That is the bet, and it is the foundation we are now validating with real people on real emails before we ship to the App Store.

What We're Validating

Pre-launch validation is not a marketing exercise. We are running it because the only honest way to claim Veilsort works is to watch real users complete the primary workflow on their own devices. Specifically, we are validating:

What We're Not Promising Yet

Because validation is not yet complete, there are several things we will not say until we have the evidence to back them up:

Not claiming yet

No accuracy percentage. No phishing-detection rate. No tester count. No testimonials. No demographic breakdown. No claims about how Veilsort compares to specific cloud services. Until the validation is finished and the results are reproducible, those numbers do not exist — and presenting them would be marketing, not engineering.

This is also why Veilsort's in-app safety acknowledgement screen (shown once after onboarding) reminds users that AI analysis may be incomplete and that Veilsort is not legal advice. On-device Foundation Models are good, but they are not infallible, and the right thing to do before launch is to measure that honestly rather than assert it.

What's Intentionally Out of Scope

Some things testers and readers have asked about are not on the roadmap for v1.0, and we want to be clear about that here rather than imply otherwise:

What Happens Next

When pre-launch validation is complete, we will publish what we measured and how, with the methodology and the limits of the measurement stated plainly. If the validation surfaces things we need to fix, we fix them before launch, not after. The App Store launch happens when the validation evidence is in and the bar is met — not on a marketing calendar. Until then, Veilsort is available on TestFlight for a limited group of testers, and the public App Store listing shows "Coming Soon."

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