Founder notes from Ben Saxe

Working on beat intelligence.

Creator of AFCUT technology and its pilot use case, the ProduceHits suite.

Latest writing

Audio-to-MIDI has a long way to go

There’s a lot of improvement needed for Audio-to-midi models- but we’re still shipping with them regardless.

May 25, 2026 · 2 min · 326 words · Ben Saxe

Inventing The Wheel and Perfecting vs. Building A Ford Model T for the Masses

The founder’s dilemma- work on perfecting the model or build a chassis designed to profit day one and appeal for the masses. Time spent on product takes away from innovation.

May 24, 2026 · 4 min · 676 words · Ben Saxe

Why am I building AFCUT based products?

Launching AFCUT- the Adaptive Frequency Cue-based Unified Tracker.

May 23, 2026 · 3 min · 549 words · Ben Saxe