Enterprise Architecture

Governed compute, semantic models, and secure action surfaces

Simply Data anchors operational decision systems directly inside Snowflake and Cortex Code, ensuring zero data leakage and full adherence to existing role permissions.

Architecture Layers

From warehouse compute to frontline execution

Layer 01

Snowflake and Cortex Code

Secure compute and semantic fabric without moving enterprise data outside your Virtual Private Cloud. Native integrations ensure strict governance.

Layer 02

Governed SQL and dbt Testing

Deterministic root-cause calculations backed by dbt tests and stored procedures, guaranteeing zero hallucinations in critical metric analysis.

Layer 03

Secure Delivery Surfaces

Actionable interfaces deploy cleanly to Streamlit, custom web applications, Slack, Microsoft Teams, and enterprise CRM environments.

Auditability & Control

All calculations stay governed by customer-owned role permissions and deterministic rules, keeping human operators firmly in control of critical enterprise decisions.

Simply Data Engineering Principles

Explore real-world implementation patterns

Review anonymized enterprise use cases across revenue intelligence, reimbursement, and workflow automation.