Regional narratives in South India: a data-led read on shifting priorities
A synthesis of media, sentiment, and field signal across four states.
Daily briefs, election analysis, policy explainers, and evidence-based commentary.
Regional LLMs, multilingual embeddings, and the operational implications for political teams.
A synthesis of media, sentiment, and field signal across four states.

Why single-source measurement is no longer enough — and how triangulation improves precision.
A neutral explainer of Minimum Support Price positions across parties.
What voters are actually saying about roads, transport, and civic services.
How we structure fact-checks — provenance, corroboration, and disclosure.
A working framework for teams deploying AI in politically sensitive contexts.
A digest of the signals worth watching over the next seven days.

How we surface early coordination signals across platforms.