Businesses don't run on averages. They run on probabilities. The probability a customer buys, a campaign converts, a market moves. Most software still treats the future as a single number. We think that's the wrong model.

moeAI builds probabilistic, relational foundation models that reason over an organization's full network of customers, transactions, and events, not flattened tables but the relationships between them. From these models we don't just predict outcomes. We estimate their distributions, and we act on them.

Our systems are agentic. They take the probability of an outcome and turn it into a decision: which customers to reach, which campaign to run, which lever moves ROI. Prediction without action is a report. We build the layer that closes the loop.

Today, that means campaign management and business intelligence. We help our tenants plan for what's likely to happen, and act on it before it does. This is the beginning of a broader thesis: that businesses run better when decisions are made probabilistically, continuously, and autonomously.

We are a small team building for the long term. If this is the kind of problem you think about, we'd like to hear from you.