Top 6%
in this catalogue (246 scored practices)
Scores cluster high, so position within the catalogue is often more telling than the number alone.
Evidence of impact / measured public value2/3
Government figures show extensive, specific usage (100m+ monthly inferences, 700,000+ downloads, named portal integrations) but no independent evaluation of translation accuracy or error rates across languages was found.
Transparency, fairness & accountability2/3
300+ AI models are exposed via open, documented APIs to named ecosystem partners, and the implementing body (DIBD) has a public corporate structure under MeitY, though no bias/quality audit is published.
Transferability / demonstrated replication3/3
Demonstrated replication across distinct government platforms and ministries — e-Shram/Ministry of Rural Development, Defence Production, Parliament's Sansad Bhashini, e-Gram Swaraj and a planned RBI Innovation Hub credit platform.
Scalability beyond pilot3/3
Already covers all 22 scheduled Indian languages with 300+ models and over 100 million monthly inferences, continuing to onboard new ministries and services.
Governance, capability & sustainability2/3
Structured as a Section 8 public company under MeitY with named partner institutions (NPCI, RBIH), but no independent oversight body or published bias-audit mechanism was found.
Evidoria. BHASHINI — A Missão Indiana de Tradução Multilingue com IA para o Acesso a Serviços Públicos. Persistent ID: 4d9a248c-0fbd-4294-8943-0d012132193b.