Karya Eval Platform
AI systems are increasingly used in public-facing and high stakes settings. Yet many models still miss the cultural cues, linguistic nuances and everyday realities of millions of Indians. As a result, they fall short of being useful, trustworthy and culturally aligned. Karya helps you understand how your models perform across this full spectrum — from urban experts to rural smartphone users. Recognised by leading organisations in Karya Eval Platform provides a structured environment for empirical assessment of model quality. Each study combines verified participants, clearly defined protocols and transparent governance. The result is an evaluation process that aligns with the standards of research-grade reproducibility, while operating efficiently at scale. Every participant is identity-verified and profiled by domain, education and linguistic expertise. Evaluation protocols, sampling methods and rubrics are consistently documented and traceable As a non-profit initiative, Karya uphold