// Vrelix Blog

From the team.

Research insights, product updates, and perspectives on the future of AI — straight from the people building it.

Zero-Trust by design: how we built privacy into the model layer

SOC 2 Type II is just the start. Here's the full architecture behind our data isolation guarantees.

4,200 teams later: what we've learned building in public

From our first 10 enterprise customers to 4,200+ teams — the unexpected lessons from the first year.

Multilingual reasoning at 95 languages: the nuance problem

Why tokenizer design matters more than training data size for low-resource language performance.

Analytics Dashboard: understand how your team uses AI

Usage heatmaps, accuracy tracking, and cost attribution — all in one place, now GA.

The Pro-v2 Turbo model: architecture changes explained

What changed between v1 and v2-turbo, and how we cut hallucination rates by 34% in benchmarks.

Why we chose to stay in public beta longer than planned

The counter-intuitive decision that led to a 98.7% accuracy rate before GA launch.