Question 1

Does Corpshore provide AI training data in Twi?

Accepted Answer

Yes. Corpshore delivers annotation, speech, and RLHF data in Twi with native, in-region annotators across 2 dialects: Ashanti, Fante. The data is dialect-deep and built by speakers who live in the language, not an English-first overlay.

Question 2

Which Twi dialects do you cover?

Accepted Answer

Corpshore covers Ashanti, Fante, with native speakers based in-region, primarily from the Accra hub. Dialect coverage is defined per project so the data matches the specific Twi-speaking markets you serve.

Question 3

How many Twi annotators does Corpshore have?

Accepted Answer

180+ native Twi annotators. Native Akan speakers across both major variants. As a Kwa (Akan) language, Twi is handled by people fluent in its structure and everyday usage rather than second-language reviewers.

Question 4

Where are your Twi annotators based?

Accepted Answer

Twi annotators are based in-region across Ghana, working primarily from the Accra hub. Because they live in the communities whose language they work in, the data reflects real usage, current vocabulary, and natural code-switching.

Question 5

What types of Twi data can Corpshore deliver?

Accepted Answer

Corpshore produces Twi annotation, including text labeling, classification, and NER, speech and audio datasets for TTS and ASR, and RLHF and evaluation data. Each type is delivered by native speakers and passes the three-tier QA cascade before handoff.

Question 6

How does Corpshore ensure quality for Twi data?

Accepted Answer

Every unit of Twi work passes the three-tier QA cascade: annotator plus peer review, an expert QA-lead audit, and programmatic consensus and gold-set checks, producing 97%+ accuracy. Native reviewers judge the language, so dialect and cultural nuance are checked rather than averaged away.

Question 7

Can Corpshore scale Twi data collection?

Accepted Answer

Yes. With 180+ native Twi annotators and dedicated pods rather than per-task marketplace bidding, Corpshore can hold a steady cadence and a consistent taxonomy as volume grows. Twi is one of 35+ languages Corpshore covers with native, in-region talent.

Question 8

How do I start a Twi data project?

Accepted Answer

Share your modality, volume, target Twi dialects, and turnaround, and Corpshore returns an indicative team size, timeline, and cost band, then stands up a dedicated pod. You can start a pilot to validate quality on a real sample before committing to full volume.

Twi AI training data

Dialect depth

Twi, answered

Ready to scope a pilot?