Building Africa's Speech and Language Intelligence Infrastructure
# Sauti Labs
**Building Africa's Speech and Language Intelligence Infrastructure**
Sauti Labs is a research and infrastructure company building the foundational
technologies that allow machines to understand, generate, translate, and
communicate naturally across African languages.
This is not an application. This is infrastructure - the foundation upon
which speech and language products across Africa will be built for decades.
## Strategy
**Multilingual by destination. Language-first by execution.**
Rather than developing many languages shallowly in parallel, Sauti Labs takes
one language to genuine depth - data discovery, corpus development, speech
acquisition, annotation, benchmarking, and a working baseline model - before
moving to the next. **Dholuo is Language 1.** Kiswahili's existing real
corpus (110 text documents, 100 speech clips) is preserved as a valuable
parallel asset and the foundation for Language 2.
## What's Actually Built (not aspirational)
- **8 core frameworks**, each at full maturity: JSON Schema, a central
registry, a tested SDK, and CI enforcement on every push.
`language-program-framework`, `dataset-framework`, `corpus-registry`,
`speech-registry`, `speaker-registry`, `model-registry`,
`benchmark-framework`, `annotation-framework`, `api-framework`.
- **Real, licensed language data** for two languages, with full provenance
tracked through the registries above.
- **A split licensing architecture** (Apache 2.0 for infrastructure,
preserved original licenses for third-party data) - see `LICENSE`,
`NOTICE`, and `languages/LICENSE-DATA.md`.
- **An active Dholuo Resource Census** investigating the real Dholuo data
ecosystem across academic corpora, open-licensed audio, and broadcast
archives - see `docs/Enhancements.md` for findings as they emerge.
## Architecture
Framework-first per `docs/architecture/ADR-0001.md`. Privacy-by-architecture
for speaker/speech data per `docs/architecture/ADR-0002.md`. Split licensing
per `docs/architectur …