Karya

For data science teams building AI for the Indian subcontinent, Karya solves the critical challenge of sourcing high-fidelity, culturally and linguistically relevant training data. Instead of relying on generic global datasets, you gain access to custom-built pipelines that deliver domain-specific transcription, localized translation, and multimodal data collections at scale. A key asset is their large-scale conversational speech datasets covering 22 official Indian languages, essential for developing robust voice-based applications. Furthermore, Karya provides national-scale evaluation frameworks to benchmark your models against local complexities. Their 'Samiksha' benchmark, for instance, evaluates 17 models across 6 Indian languages, allowing you to rigorously validate model performance in key sectors like healthcare, agriculture, and finance. By partnering with Karya, you move from adapting ill-fitting data to building with datasets designed from the ground up for India's unique operational environment, improving model accuracy and real-world applicability.