Field Notes.
Build logs, pivots, and shipped milestones — with Athena OS and assisted data labeling at the centre of the AI story.

Athena OS: Open-Source AI Data Labeling for Audio and Images
Athena OS is an open-source data labeling platform for dialect audio transcription and image annotation, with AI assistance and human review.

Athena: AI-Assisted Data Labeling Without Code
Athena turns one human annotation into reviewable AI label drafts across an image set, while keeping people in control of boxes, masks and points.
South Korea - Global Impactprenuer from Malaysia to the Global
Stratetics had the oppurnity to introduce Inspec-Ther in a global stage.
Swapping to the BME280: A Field-Conditions Sensor Pivot
Our original environmental sensor choice didn't hold up against humidity and dust in the field — here's why we moved to the BME280 on an Arduino Uno Q.
Recalibrating TUAI Ventures' Crop Vision: From Onions to Pineapples
Our onion-trained crop-vision classifier didn't generalize to pineapples the way we assumed — here's what we had to rebuild.