Census-Grounded Synthetic Populations

Rebuild Populations.
Predict Anything.

NoahAIC generates culturally rich, census-grounded synthetic populations of India. Run surveys, test products, and predict outcomes — without reaching a single real person.

Test consumer products, movie trailers, and political campaigns
on synthetic India — before you go live.

Free pilot study — no credit card required

What Is NoahAIC

India's Population, Synthesized

We combine real census data with cultural ethnography and AI to create synthetic populations that think, feel, and respond like real Indians — across every state, district, and demographic segment.

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Villages
0
Towns
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Districts
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States & UTs
How It Works

From Census to Insight

1

Census Generation

Ground synthetic households in real Indian census demographics across 640+ districts.

2

Feed Engine

Pull live context from 20+ open-source data feeds — Census, PLFS, RBI, NFHS, Google Trends, and government APIs.

3

Cultural Consciousness

Layer thick descriptions, Navarasa emotions, and psychographic profiles onto each persona.

4

Survey Execution

Run conversational surveys with AI-powered synthetic respondents — avg 77.8 words per response.

5

Aggregated Insights

Analyze responses across segments to predict market, electoral, and cultural outcomes.

How Our Agents Think

28+ Dimensions Per Agent

Each synthetic Indian carries 28+ psychological dimensions and 200+ demographic, economic, and behavioral traits.

Personality

5

Big Five (NEOAC)

Calibrated from NIMHANS Indian norms and census demographics.

Emotion

11

Navarasa Framework

Indian aesthetic theory — Sringara, Karuna, Bhayanaka, Izzat, Hope, and more.

Cultural Norms

5

5-Axis Social Code

Gender, urban-rural, caste, economic class, religious observance.

Cognitive Biases

7

Decision Filters

Anchoring, loss aversion, confirmation bias, social proof, and more.

6-Phase Perception Engine

How each agent processes a stimulus — from intake to expression.

1

Perceive

Interpret stimulus through personal context

2

Feel

Activate Navarasa emotional response

3

Resonate

Check against cultural norms and memory

4

Judge

Apply cognitive biases and values

5

Conform

Adjust for social and group pressure

6

Share

Decide what and how to express

Key Features

Built for India's Complexity

Census-Grounded Demographics

Synthetic populations built on real Indian census data — district-level age, gender, occupation, and household composition.

Navarasa Emotional Framework

9 classical Indian emotions mapped to each persona, enabling nuanced sentiment and cultural resonance analysis.

Thick Cultural Descriptions

Rich, ethnographic narratives that capture beliefs, aspirations, daily rituals, and social dynamics of each segment.

Progressive & Conversational Surveys

AI agents conduct adaptive surveys that feel like natural conversations, reducing bias and improving response depth.

Product & Campaign Testing

Test products, campaigns, and creative assets against synthetic populations before launch.

Real-Time Data Integration

Connect live data feeds — economic indicators, social trends, news — to keep synthetic populations current.

Emotional Memory

Agents remember past experiences. A medical emergency last year colors how they respond to insurance questions today. Memory decays over time, just like real humans — recent events weigh more than distant ones.

Social Graph & Influence

Agents don’t exist in isolation. They belong to family units, peer groups, and community networks. Opinions spread through social graphs — extroverts amplify, introverts absorb, and izzat (family honor) suppresses what gets shared outside the household.

Data Sources

Grounded in 20+ Public Data Sources

No proprietary black boxes — only publicly available government, institutional, and academic data sources.

Foundation

Economic

Financial Inclusion

Real-Time Feeds

Behavioral Science

Same News → 5 Different Realities

Major flood displaces 50,000 families in Bihar — death toll rising” · Raw severity: 0.70

P

Priya

Metro IT · N=1.0 · Calm optimist

0.37perceived severity

shanta (peace)

Anxiety: +0.03

Action: Scrolls past

Saw the headline. Sad but not surprised. Hope govt helps.

Won't share
R

Rahul

Tier-1 Student · N=2.3 · Balanced

0.44perceived severity

karuna (compassion)

Anxiety: +0.06

Action: Notes it, moves on

Feel bad for Bihar people. Donated last time. Maybe again.

Won't share
M

Meena

Tier-2 Teacher · N=3.5 · Moderate

0.62perceived severity

karuna (compassion)

Anxiety: +0.11 · Joy: -0.05

Action: Shares + forms opinion

This keeps happening every year. Government does nothing. Shared.

SHARES ✓
V

Vikram

Tier-3 Shopkeeper · N=4.8 · Anxious

0.71perceived severity

bhayanaka (fear)

Anxiety: +0.18 · Joy: -0.08

Action: Anxious but silent (low E)

What if it comes here? My shop would be gone. No insurance.

Won't share
S

Sunita

Rural Homemaker · N=6.1 · High-N

0.85perceived severity

bhayanaka (fear)

Anxiety: +0.25 · Joy: -0.12

Action: Deep distress, silent (low E)

My hands are shaking. What if the river rises here too? We have nothing. No savings. Just fear.

Won't share

See how your product, campaign, or idea would perform across India's diverse population — before spending a single rupee on real research.

Book a Demo

Get a free pilot study with your own data

Live Survey Results

Open Wallet Study

20 synthetic Indians interviewed conversationally about spending, savings, and financial anxieties — 13 questions each, averaging 77.8 words per response.

Segments: Rural, Tier-1, Tier-2, Tier-3, Metro · Conversational survey · 100% completion rate

65%
Monthly Deficit
Spending exceeds income for most households
50%
Cash-First
Only 20% are digital-first (UPI)
80%
EMI Averse
Prefer pay-as-you-go despite tight budgets
100%
Debt First
₹1 lakh windfall: debt first, then family, then savings
Smartphone Desire

Desire for smartphones varies 4.0x across city tiers — Tier-1: 100%, Tier-2: 50%, Metro: 25%, Tier-3: 25%.

Top hidden spends: entertainment (30%), food delivery (20%), tea & snacks (15%)

Emergency Preparedness

Medical emergencies are the #1 financial worry (50%), yet only 10% have their own savings as an emergency fund.

45% depend on family, 40% on gold sales to cover emergencies

Voices from the Study

Real responses from synthetic agents — unedited, in their own words.

By the twenty-eighth or twenty-ninth, the account is empty. If something unexpected comes up — a repair, a medical visit — we have to adjust. Sometimes I skip buying fresh vegetables and make do with what is in storage.

Nafisa Khan

62F, Factory Worker, Haridwar

Metro

₹14,573/mo

I keep track of every rupee in my diary. Once a month, I buy a packet of Maggi noodles for myself, costs about Rs 15 to 20. It is my one treat that I look forward to.

Suman Shinde

46F, Informal Worker, Solapur

Tier-3

₹19,206/mo

If Rs 25,000 was needed tomorrow, I honestly do not know where it would come from. We have no savings. I might ask my mother or extended family, but even they are struggling. Vivek would probably have to sell his auto.

Anjali Verma

25F, Informal Worker, Shahjahanpur

Tier-2

₹5,851/mo

The biggest thing keeping me up is what happens after graduation. My parents have invested in my education expecting I’ll land a decent job, and I’m genuinely stressed about whether I’ll find something.

Aditya Patil

22M, Student, Pune

Tier-1

₹0/mo (dependent)

30,000 would go to my brother for Pooja’s education fund, locked away. 20,000 I would use to start a small vegetable cart business like I dream. And maybe 10,000 I would finally spend on myself — a good saree set, some jewelry. This much money would change my thinking, but I would not waste it.

Suman Patil

27F, Widow, Wardha

Rural

₹9,430/mo

If twenty-five thousand rupees were needed urgently, I would have to ask my daughter first. I have no savings, no gold kept aside anymore. The gold my mother gave me was sold years ago for my daughter’s education.

Nafisa Khan

62F, Factory Worker, Haridwar

Metro

₹14,573/mo

See It In Action

Explore how NoahAIC has been used for box office predictions, election forecasting, and consumer research across India.

View Case Studies
Our Philosophy

Why Noah?

Noah preserved the seed of all life when the world reset — carried forward every species, every lineage, every possibility, to rebuild civilization from ground truth.

We do the same with data. We rebuild entire populations synthetically — from census truth, cultural ethnography, and AI consciousness. Every household, every emotion, every aspiration reconstructed so the world can be understood without ever disturbing a single real person.

India is our first ark. Every district, every village, every unspoken pattern mapped and alive in silicon. But the vision is global — every nation, every culture, every human pattern, faithfully preserved and endlessly queryable.

AIC — the AI Company building the world's population, one census at a time.

Coming Soon

NoahAIC API

Programmatic access to synthetic populations, surveys, and cultural intelligence — integrate NoahAIC directly into your product.

POST /api/v1/survey/run
Get Early Access