About iMario Synthetic Individuals
What makes iMario personas different from stateless prompt-based AI.
Synthetic Individuals are the core unit of iMario.
They simulate real human thinking, behavior, and responses — letting you explore perspectives, test ideas, and generate insights without recruiting real users.
The fundamental problem with most research is access. Real users are hard to recruit, expensive to incentivize, and impossible to reach at scale. And some audiences — senior executives, niche specialists, users in other markets — are nearly impossible to get in a room at all.
Synthetic Individuals solve the access problem. They let you interact with the people you need to understand, on demand, without scheduling, without incentives, and without compromise on specificity.
What makes iMario personas different
Most AI personas are stateless prompts — they have no history, no consistency, and no real grounding. Ask them the same question twice and you get a different answer.
Synthetic Individuals are designed to behave like consistent, grounded people.
Each individual has:
- Stable identity — a consistent personality and perspective across interactions
- Memory — retains context from past conversations and evolves over time
- Bounded knowledge — responds only to what they would realistically know
- Diverse viewpoints — generated with variation across backgrounds, traits, and experiences
This matters because insight only comes from consistency. A persona that contradicts itself across sessions isn't a research tool — it's a random output generator.