microstrategy.com, as data

Give AI your governed context and it stops guessing. In our benchmark, Mosaic answered with 100% accuracy, against 88.2% querying raw data.### AI Meets Real Business Value at Strategy World 2027## Why AI fails### HallucinationsAI invents definitions it doesn't know. If the model doesn't have access to governed context or verified data, it might give answers that sound right but aren't.### Inconsistent AnswersThe same request returns different information every time it's asked. When the model writes its own query, you get different numbers from the same data.### Ungoverned AIWithout access controls applied to it, an agent can surface a record to the wrong person or expose sensitive fields.## What changes when you add Strategy MosaicMosaic is a universal semantic layer that sits between your data and your tools. It turns raw tables into governed business definitions that every model and tool shares.### Hallucinations stopMosaic gives every model one governed definition of revenue, a customer, or churn to work from, so it answers from verified logic instead of inventing it.### The same answer, every timeThe model handles the language. Mosaic handles the query. Its deterministic SQL engine means the same question returns the same result for every model, every team, and every tool.### Governed by defaultEvery query runs through your access controls before it returns anything. Sentinel logs who asked, what data it reached, and what it cost.## Govern your definitions once. Use them everywhere.Mosaic is a universal semantic layer that sits between your data sources and your tools. It turns raw database tables into certified, governed business concepts that every tool and agent shares.### The model handles the language. Mosaic handles the query.