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AI Assistant
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Beta v2
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ConstituencyIQ Assistant
Lucknow West loaded
Lucknow West summary
Weakest ward kaun sa hai?
SP 2022 mein kaise jeeta?
Muslim voter strategy
Win karne ke liye top 5 actions?
Current issues kya hain?
Popularity Score
--
/ 100
Click to calculate
Uses survey data and constituency intelligence to calculate your popularity index.
AI Analysis
What this score means - strengths, risks, immediate 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
Candidate Name
Party
Hinglish Voter Call Script
Target Segment
IVRS Voice AI - Contextual Voter Calls
The IVRS AI calls voters and holds a real, personalised conversation - not a recorded message. It knows each voter's name, ward, issue, family situation, and the candidate's specific promise for their area. Try the demo below.
Voter Profile (from survey data)
Calling on behalf of
How IVRS Works - Live Example
AI: Namaste, kya main Ramesh Kumar ji se baat kar sakta hoon? Main Rajesh Sharma ji ki campaign se call kar raha hoon.
Voter: Haan, main Ramesh hoon. Kaun hai aap?
AI: Ramesh ji, main Rajesh Sharma ji ka sahayak hoon. Aap Ward 1, Rajajipuram mein rehte hain - wahan waterlogging ki bahut badi problem hai. Rajesh ji ne is par specifically kaam karna start kar diya hai. 15 tarikh tak drain repair work shuru hoga aapke area mein.
Voter: Haan yaar, har monsoon mein ghar ke saamne paani bhar jaata hai. Kab thik hoga?
AI: Bilkul samajh sakta hoon Ramesh ji. Is baar permanent solution ke liye underground drainage proposal approved ho gaya hai. Aapke ward ke 847 log is se directly benefit karenge. Aap Rajesh ji ko support karenge?
Voter: Dekho, pehle kaam dikhao phir vote milega.
AI: Bilkul sahi baat hai Ramesh ji. Rajesh ji ka exactly yahi kehna hai - kaam se vote, wada se nahi. 15 tarikh ko personally site visit hogi. Ek baar aur mauka dijiye. Dhanyawad!
AI Stack for IVRS
Sarvam AI - Speech to Text (Indian languages) Claude Haiku - Conversation Brain ElevenLabs - Natural Hindi Voice Exotel - Indian Telephony
Phase 2 feature. Backend integration required. Est. cost: Rs 0.35/minute call + AI processing.
Phase 2: WhatsApp Business API integration
Phase 2: Ward-level heatmap on Google Maps
Phase 2: Mobile Android app for field workers
Phase 3: Candidate voice cloning via ElevenLabs
Phase 3: Real-time call outcome sync to dashboard
Total Electors
3.9 Lakh
2022 election rolls
2022 Winner
Armaan Khan SP
48.19% - Margin 8184
Runner-up
Anjani Shrivastav BJP
45.03% - Razor thin
Muslim Voters
~35%
Decisive in SP 2022 win
Voter Turnout
65.4%
Above UP avg of 60.4%
History
BJP 7 wins
SP 2 wins since 1977
Key Areas and Issues
AreaProfileKey IssueCommunity
RajajipuramDense residentialWaterlogging, roadsOBC, SC
AlambaghCommercial hubTraffic, vendor zoneMixed traders
NishatganjUrban mixedUnemploymentMuslim OBC
Tulsi NagarMiddle classEducation, sanitationBrahmin, Kayastha
SadarOld city denseHealthcare, drainageMuslim majority
AminabadOld commercialParking, infraMuslim traders
Naka HindolaWorking classUnemployment, securityOBC, SC
Community Breakdown
Ground Issues - Intelligence Feed
Election History
YearWinnerPartyVotesMargin
2022Armaan KhanSP1,24,4978,184
2017Suresh K ShrivastavBJP93,02213,072
2012Mohd RehanSP49,9127,812
2007Lal Ji TandonBJP43,29013,822
2002Lalji TandonBJP57,62814,539
Fetch Intelligence from Web URLs
Add any URL - news article, Wikipedia, government report. AI reads the content and makes it available in chat.
Quick Add
KoboToolbox Integration
Free API: kf.kobotoolbox.org then Account Settings then API Key
Server
API Token
Upload Survey Data
.xlsx .xls .csv
Custom Fields
Manual Entry
Data Explorer
Field
Type
Breakdown