🗳️ Punjab Vidhan Sabha 2027 — AI Election Intelligence Platform

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Punjab Politix

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RajneetiOS — Campaign Memory OS

ਚੋਣ ਮੈਮੋਰੀ ਓਐਸ

The field stack behind Punjab Politix intelligence — booth workflows, ingest pipelines, and campaign memory for serious Vidhan Sabha 2027 operations.

Not a marketing site — operational platform

RajneetiOS extends the public intelligence layer with contract-scoped Firebase data, BigQuery ingest, Android booth tools, and AC dashboards. Pilot production on AC 106 & 114; expansion by contract geography.

What you get

Booth intelligence

Roll ingest, voter typing, and booth-level progress — scoped to your AC contract.

Campaign memory

Structured notes, issue tracking, and public-facing content synced from operator dashboards.

Dispatch proof

Photo-backed field activity with caps enforced in Firestore and Storage rules.

Operator governance

Role hierarchy from sysadmin → AC admin → zone/booth incharge with Firebase claims.

Live pilot constituencies

Campaign Memory OS

Long-horizon memory for campaigns: who said what in which booth, which issues spiked, which vendors delivered — without mixing supporter PII into the public website.

How we build Punjab intelligence

ਡਾਟਾ ਸਰੋਤ ਅਤੇ ਤਰੀਕਾ

Data sources

  • Election Commission of India (ECI)

    Vidhan Sabha 2012/2017/2022 and Lok Sabha segment results

  • CEO Punjab

    Elector summary rolls (SSR), booth counts, reservation status

  • Punjab Vidhan Sabha

    Sitting MLA directory and official portraits where published

  • MyNeta / ADR

    Public affidavit fields — education, assets, criminal cases (VS 2022)

  • Field intelligence (RajneetiOS)

    Pilot booth workflows — aggregated only; no voter PII on public site

Methodology

  1. Official results are ingested from ECI/CEO sources and cross-checked before export.
  2. Margins use vote totals from the same election row — Lok Sabha segment margins use valid votes in the AC segment.
  3. Issue themes are region-tagged (urban vs Malwa/Majha/Doaba) and flagged for local validation.
  4. PWI and AI outputs are advisory models — not outcome guarantees.

Sample report & dashboard

Preview the constituency report structure and explore the Punjab intelligence dashboard — election history, issue clusters, and booth priority framework (pilot ACs 106 & 114).

Report preview
Election · Issues · Booths
Dashboard screenshot
117 AC · Leaders · Vidhan Sabha