Leveraging AI - ONA.UNO
Some technical insights how ONA.UNO leverages AI for you
ONA.UNO January 10, 2026 1 min read
Articles
Most “AI-powered” apps slap a chatbot on top and call it innovation.
ONA.UNO is different.
Not One Model. Eight Stages.
When content enters ONA.UNO, it flows through a precision-engineered pipeline:
- Extraction
- OCR
- Transcription
- Chunking
- Embedding
- Summary
- Title
- Tags
Every stage has a purpose and model choice.
Two Modes. One Philosophy.
Online mode sends everything to cloud AI for maximum quality and throughput.
Mixed mode runs high-volume stages locally while keeping cloud models for chat and deep summaries.
The Details Matter
Every answer in chat includes citations back to source material.
Why It Matters
ONA.UNO is AI as architecture, not AI as decoration.