Why booth-level beats the constituency average
The signal that swings seats is thrown away the moment you average across communities.
Reading the community vote equation
Community and caste equations decide booths. How we map the networks that move them.
Reading sentiment before the polls move
Sentiment turns days before published polling catches it. Here is how we detect it.
MRP forecasting for hung-assembly scenarios
Modelling seat probability bands when no single outcome is modal — and what leadership should do with the bands.
Opposition vulnerability indices: a field guide
A repeatable way to score where the opposition is exposed, booth by booth.
Reputation threats are priced in before leadership notices
Perception gaps and attack lines build quietly. The audit that surfaces them early.
Punjab 2027: why no incumbent owns the cycle
A high-demand cycle with no dominant incumbent — and what that means for resource allocation.
The long-lead engagement: campaigns as rebuilding projects
The best campaigns begin as organizational rebuilding — not last-minute strategy briefs.
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