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BantuNomics Numbers The Bantu numeral substrate for AI systems

BTS-NUM100 — the standard behind the data

Every row this product generates conforms to a versioned, machine-checkable contract: English-anchored references, six primitive kinds, provenance on every surface, and full traceability from a rendered word back to its native-speaker source file.

Honest by design: the conformance ladder is defined but grading is deliberately not yet assigned — every language below reports raw maturity facts (attested counts, coverage), never an unearned level claim.

Machine surface

GET /api/tools/standard · GET /api/tools/standard/maturity?iso=…

Access

Start where you are.

Prove it free, validate it on your own data, or license the whole program.

01 · Free
Evaluation

Score your model against the foundational layer — the Alphabet Test and the L26 Lite suite, with saved results. Self-serve, no cost.

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02 · 75 days
Validation Pilot

Three languages you choose — and everything we hold for them. Measured on your own held-out data.

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03 · Program
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Every product, every language, the full consented corpus — and everything curated while you're subscribed.

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