USE CASE — CRYPTO & PROTOCOLS
Ship token decisionswith evidence.
Model how real wallet cohorts would react to a token, governance, or incentive decision — before it's on-chain and irreversible.
On-chain decisions are public, permanent, and reflexive. Machine Lattice builds populations of agents grounded in real wallet behavior — how they actually trade, hold, provide liquidity, govern, and react under stress across market cycles — and runs your scenario past them, so you see the likely response before you commit it on-chain.
QUESTIONS YOU CAN PUT TO A POPULATION
Ask in plain language. Each question becomes a scenario every agent in the population reacts to.
WHAT COMES BACK
How each wallet segment responds — from long-term holders to mercenary capital — in its own voice.
Who's with you and who walks, quantified across the cohorts that decide the outcome.
The arguments shaping the result, and the concerns most likely to drive defection.
A synthesis of the run with cohort behavior, scenario comparisons, and the risks worth watching.
Populations grounded in real on-chain wallet behavior observed across multiple market cycles.