Blog

Field notes

On-device AI, privacy engineering, and how regulated teams actually work.

EngineeringMay 12, 2026

Why we run Whisper on the laptop, not in the cloud

The architectural and commercial argument for keeping inference local — and why it changes how IT teams evaluate AI tools.

Case studyApril 28, 2026

Fee earners saved 6.4 hours a week. Here's the math.

A breakdown of a 90-day pilot at a 200-lawyer firm: time saved, errors avoided, and what changed in practice.

SecurityApril 4, 2026

Passing an enterprise IT review in under 48 hours

The questions security teams actually ask, and the documents that answer them upfront.

EngineeringMarch 18, 2026

Whisper v3 on Apple silicon: latency benchmarks

End-to-end cold start, warm start, and first-token timings across M1, M2, and M3 chips.