01  /  Flagship platform

Bhasaflow, a Medharvix Systems platform.

Bhasaflow is the flagship language AI platform of Medharvix Systems Private Limited, focused on underserved Indian languages through machine translation, speech, and document intelligence. It is the primary public expression of our research, engineering, and deployment capabilities.

MT

Machine Translation

Khasi–English translation, live at BLEU 48.0.

Speech

Speech AI

TTS and ASR for Khasi, under research.

OCR

Document Intelligence

Khasi OCR for printed and handwritten text, under research.

02  /  Featured model

Bha-Kha V4

A Khasi translation model built to be measured.

Bha-Kha V4 is the flagship model on Bhasaflow — fine-tuned on NLLB, evaluated against curated Khasi–English benchmarks, and built in partnership with native speakers. It is shipping today and improving in public.

Bhasaflow · Khasi machine translation

Bha-Kha V4

Live
Task
TranslationKhasi ↔ English
Base
NLLBFine-tuned
BLEU
48.0Held-out test set
Status
ProductionImproving in public

Interested in deploying these products?

For enterprise, institutional, or government deployment conversations, reach out to our team.