About

Prediction is a systems problem.

Consumers don't decide alone. They decide inside households, budgets, habits, and the quiet pull of what everyone around them buys. So we stopped modeling individuals and started modeling populations — every agent connected, every influence propagating, the whole system run forward in time.

Principles

How we work.

Validated before sold.

We replicated a published six-month consumer study before we took our first client. If the simulation can't match reality, it doesn't ship. Read how we tested Murmur →

Honest by construction.

Every result is labeled as what it is — a simulation — in every report, on every page. Murmur augments your research judgment; it doesn't impersonate fieldwork.

Built for decisions.

Every output ends in a recommendation someone can act on. Research that doesn't survive contact with a decision meeting is decoration.

The name

A murmuration, run forward.

A murmuration is thousands of starlings moving as one — no leader, no script, just simple rules and constant influence adding up to something that looks impossibly coordinated.

That's what a consumer market is. Nobody decides alone; everyone steers everyone. Prefana is built on that idea — a population of agents, each one influencing the next, readable as a single living system. The logo, the product, and the name are the same image.

Run the launch before the launch.

We're onboarding a small number of early FMCG partners. Bring us the study on your calendar — we'll run it side by side, and you compare.

Request early access