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ConstituencyIQ Assistant
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Lucknow West summary
Sabse weak ward kaun sa?
SP 2022 mein kaise jeeta?
Muslim voter strategy
Win karne ke liye kya karein?
Current issues kya hain?
Popularity Score
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/ 100
Click to calculate
AI-calculated popularity index based on constituency data.
AI Analysis
What this score means - strengths, risks, actions.
Top 5 Actions to Win
AI-generated hyperlocal micro-actions ranked by vote impact. Specific to Lucknow West wards and communities.
Vote Prediction Engine
Hinglish Voter Call Script
IVRS Voice AI - Contextual Voter Calls
The AI calls voters and holds a real personalised conversation. It knows each voter by name, ward, issue, and situation.
Live Example Conversation
AI: Namaste, kya main Ramesh Kumar ji se baat kar sakta hoon?
Voter: Haan, main Ramesh hoon. Kaun hai aap?
AI: Ramesh ji, aap Ward 1 Rajajipuram mein rehte hain - wahan waterlogging ki bahut badi problem hai na? Rajesh ji ne 15 tarikh tak drain repair shuru karne ka plan kiya hai specifically aapke area ke liye.
Voter: Haan yaar, har monsoon mein paani bhar jaata hai. Kab thik hoga?
AI: Bilkul samajh sakta hoon. Is baar permanent underground drainage solution approved ho gaya hai. Aap Rajesh ji ko ek mauka denge?
AI Stack for IVRS (Phase 2)
Sarvam AI STT
Claude Haiku
ElevenLabs
Exotel
Total Electors
3.9 Lakh
2022 election rolls
2022 Winner
Armaan Khan SP
48.19% - Margin 8,184
Runner-up BJP
Anjani Shrivastav
45.03% - Razor thin
Muslim Voters
~35%
Decisive in SP 2022 win
Voter Turnout
65.4%
Above UP avg 60.4%
History
BJP 7 wins
SP won 2012 and 2022
Key Areas and Issues
| Area | Profile | Key Issue | Community |
|---|---|---|---|
| Rajajipuram | Dense residential | Waterlogging, roads | OBC, SC |
| Alambagh | Commercial hub | Traffic, vendor zone | Mixed traders |
| Nishatganj | Urban mixed | Unemployment | Muslim OBC |
| Tulsi Nagar | Middle class | Education, sanitation | Brahmin, Kayastha |
| Sadar | Old city | Healthcare, drainage | Muslim majority |
| Aminabad | Old commercial | Parking, infra | Muslim traders |
| Naka Hindola | Working class | Unemployment, security | OBC, SC |
Community Breakdown
Ground Issues - Intelligence Feed
Election History
| Year | Winner | Party | Votes | Margin |
|---|---|---|---|---|
| 2022 | Armaan Khan | SP | 1,24,497 | 8,184 |
| 2017 | Suresh K Shrivastav | BJP | 93,022 | 13,072 |
| 2012 | Mohd Rehan | SP | 49,912 | 7,812 |
| 2007 | Lal Ji Tandon | BJP | 43,290 | 13,822 |
Fetch Intelligence from Web URLs
Add any URL - news, Wikipedia, reports. AI reads and analyses content, making it available in chat.
KoboToolbox Integration
Free API at kf.kobotoolbox.org - Account Settings - API Key
Upload Survey Data
.xlsx .xls .csv
Custom Fields
Manual Entry
Data Explorer
Breakdown
Add Voter Record
Enter voter details from your field visit. Saves directly to the campaign database.
Today's Progress
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Add campaign managers, field workers, or candidate accounts.
Platform Stats