Book a demo

🎛️ Control

Questions, answered

How does Fabric connect to our data?

Fabric connects directly to your existing data warehouse (Snowflake, BigQuery, Azure SQL, etc.) and runs queries on top of your current schema—no data migration or duplication required. We deploy a dedicated instance tied to your environment and credentials, so everything runs against your source of truth.

How does Fabric handle security, access, and usage?

Fabric is built with a single-tenant, permission-aware architecture. Every deployment is fully isolated in your environment, and access follows your existing warehouse permissions so users only see the data they're allowed to access. You can define user groups, control access at a granular level, and monitor how the system is used across your team by reviewing conversations, tracking questions, and analyzing usage patterns—ensuring both security and aligned adoption.

Who can train the system, and how is accuracy maintained?

Only designated admins can train and refine Fabric. We work with your team to define metrics, map schema, and encode business logic, and admins can continue improving the system over time. End users can ask questions but cannot change how answers are generated, ensuring outputs remain consistent, traceable, and aligned with your business logic rather than drifting based on usage.

How long does it take to get live?

Most teams are up and running in a few weeks. We start by mapping your data and definitions, then train on real business questions, and deploy your dedicated instance early so you can begin using it quickly while accuracy improves with ongoing usage.

What kinds of questions can it answer?

Fabric can answer anything your warehouse can support, and is strongest on cross-system, decision-level questions that would normally require analyst involvement, such as performance by region, pipeline versus revenue, or operational trends over time.

Questions, answered

Deploy a reliable answer layer across your business