Pricing
Access structured Bantu language training data at every scale — from free evaluation to full enterprise deployment.
Test the data quality before committing.
For researchers and university projects.
For product teams building with Bantu languages.
Full access to the complete BantuNomics system.
Why This Data Commands Premium Pricing
There is no alternative source
No other dataset provides morpheme-level decomposition with tonal annotations and speaker-validated audio for Bantu languages. Web-scraped data is tonally flat and morphologically opaque.
Compound system, not a simple dataset
The BTS engine alone is replicable. The tonal pipeline alone is publishable. The speaker community alone is buildable. The combination of all three — with cross-validation between layers — is not.
Build-vs-buy is not close
Replicating BantuNomics requires: Bantu linguistics expertise, morphological engine development, tonal rule formalization for 664 languages, a speaker recording network across 25+ countries, and acoustic validation infrastructure. Timeline: years. Cost: multiples of the license fee.
The data gets better over time
Every speaker recording refines the acoustic models. Every cartridge update expands coverage. Enterprise clients benefit from continuous improvement without additional cost.