1,24,80,113 simulated people, ready to answer

Ask a million people. Before you ask anyone.

Build a population of AI people grounded in how India actually lives, buys and votes with its wallet, from metros to villages. Drop in any scenario (a product, a price, a policy, a message) and watch what they do. Results in minutes, not months.

Minutesfrom question to answer
All of Indiastates, city tiers & languages
Every whyinterview any agent
See it run

One question in. A whole society out.

Every simulation returns the headline numbers, the segments that drive them, and the people behind them, each one ready for a follow-up question.

Completed in 4m 12s10,000 agents
Scenario
Segment

Illustrative output. Numbers shown are examples, not real study results.

How it works

Describe it. Populate it. Run it.

01

Describe the world

Write your scenario in plain language, or start from a template. Add your own materials: a deck, an ad, a price sheet.

02

Choose who's in it

Pick a ready-made population or build your own by demographics, attitudes, profession or behavior.

03

Run & branch

Agents reason, talk to each other and decide. Fork the scenario to test variant B, C and D side by side.

04

Interrogate results

Slice by segment, read the reasoning, interview anyone, then export a report your team can act on.

What will you simulate?

Start from a template.

Or start from a blank page. If it depends on how people react, you can simulate it.

Features

More than a survey. A sandbox for society.

Interview anyone in the room

Every agent remembers what they said and why. Ask follow-ups, push back, or run a focus group with ten of them at once.

Why would you switch to the local brand?
SK₹2 more on a ₹10 pack adds up when I buy thirty a month. The kirana bhaiya already keeps the local one right next to it.
What would keep you loyal?
SKKeep it at ₹10 and make the pack a little smaller. Or bring back the free pack with every ten.

Branch the multiverse

Fork any scenario and compare every version on the same population.

A₹10 → ₹1241%
B₹10 → ₹1124%
C₹10, smaller pack17%

Share who would switch brands, illustrative

Build any population

From a national sample of Bharat to 300 cardiologists in Tier-2 cities.

Bring your own data

Calibrate agents with your CRM segments, past survey waves, retail audit or sales data. Your data is never used to train shared models.

API & exports

Run simulations from your own tools and pipe results anywhere.

sw.simulate({ scenario: "Raise price by ₹2", population: "india_tier2", n: 10000 })
Built to be trusted

Simulated people. Real rigor.

Validated against humans

Populations are benchmarked against real human panel responses, and each result shows how confident the simulation is.

Synthetic by design

No real person is ever cloned or exposed. Agents are composites, grounded in aggregate behavior across India's states and city tiers.

Your scenarios stay yours

Private by default, encrypted in transit and at rest, built with India's DPDP Act in mind, and never used to train models for anyone else.

The world is ready when you are.

Run your first simulation in minutes. No panels to recruit, no fieldwork to wait for.