article
How manufacturing voice AI converts shift knowledge, defects, inspections and operator observations into structured plant data.
Our manifesto
Small, instant, invisible.
Company
You don’t need a frontier model for every task
We build small, specialized AI models so that intelligence can be fast, affordable, and invisible — embedded in the products that already do the work.
Conscious Engines
Read manifesto →Latest updates
Research, engineering write-ups, and the thinking behind the models we build. We publish what worked and what didn't.
All topicsbuild vs buyRegulated AIMultilingual AIAI Cost ReductionModel OptimizationEdge AIOn-device AIPrivate AIForecasting and OptimizationComputer VisionDocument IntelligenceAgentic AIEnterprise RAGVoice AgentsText-to-SpeechSpeech-to-TextSmall Language Modelsnews and eventscase studiesapple siliconblogpapersresearch
→
article
A technical guide to mining voice AI for hazards, defects, delays, inspections and shift handovers under edge conditions.