Evaluation & Analytics
AFTA Data Studio — evaluation & analytics for Somali AI
Quality measurement, dashboards, embeddings, and operational visibility that help teams monitor, improve, and trust Somali ASR, TTS, and NLP systems.
Evaluation runs
Dataset-based WER, CER, MOS, and model-specific metrics evaluated across versions, domains, and acoustic conditions.
Model comparison
Side-by-side comparisons with regression alerts, performance deltas, and insights for decision-making.
Embeddings & search
Production-grade Somali semantic embeddings powering vector search, clustering, and content discovery at scale.
Evaluation workspace
- Reusable evaluation suites for ASR, TTS, and NLP models
- Custom scorecards for teams and institutions
- Exportable results for leadership and partners
Operational visibility
- Monitoring tied to real traffic and usage
- Regression detection and continuous QA
- Support for staged rollouts and A/B experiments
Part of the AFTA platform
Data Studio connects AFTA Voices and AFTA Lex, serving as the analytics and observability layer for the full Somali AI stack.