Snowflake Native App

A Programmable Decision Layer for Snowflake

Structured, machine-readable instructions that travel with your data. Policies, access rules, and business meaning as operational metadata — zero data egress.

Get it on Snowflake Marketplace
Metatate Dashboard — policy overview with metrics and recent policies
Dashboard Overview

How It Works

Author decision-grade instructions, deploy context layers, and expose structured metadata to agents and workflows.

1

Define Policy Identity

Define policies, business logic, access controls, and data meaning as structured metadata. The AI assistant compiles plain-language descriptions into machine-readable instructions with conditional logic, cross-system constraints, and compliance tags.

Policy instructions editor with AI assistant
Policy Instructions
Policy detail view with meaning layer and permissions
Meaning Layer
2

Apply Meaning Layer

Apply context layers to tables, fields, or entire workflows. Permitted and prohibited uses, ownership, lineage, and AI/ML governance — persistent context that travels with your data, not in external documentation.

3

Decision Audit Trail

Agents and applications query context programmatically. Every policy change, agent decision, and validation event is captured — systems validate intent, apply constraints, and enforce rules at runtime.

MCP Tools page showing registered server and Snowflake Intelligence integration
MCP Tools

Operational Metadata as a Decision Layer

Structured metadata that agents can parse, query, and enforce. Context moves with data, not in external documentation.

Persistent Context

Business logic, data contracts, policies, lineage, and access rules as structured, machine-readable context. Versioned metadata that evolves with your data.

Programmable Rules

Agents evaluate dynamic business rules instead of relying on hardcoded branches or human interpretation. Define conditional logic, time-based rules, and cross-system constraints.

Agent-Ready MCP Server

Agents query and execute against structured context through the Model Context Protocol. Works with Snowflake Intelligence — agents understand meaning, not just structure.

Policy Enforcement Without Bottlenecks

Governance happens automatically because agents understand constraints. Scale domain expertise to every decision without manual oversight.

Zero Data Egress

All processing stays inside your Snowflake account. Context travels with data — no external API calls, no data leaving your perimeter.

Snowflake Cortex AI

Compiles decision-grade instructions using Snowflake's built-in AI. No external API keys, no third-party inference.

Versioned & Portable

Context layers are versioned, allowing policies to evolve over time. Deploy once, version and evolve — no rigid implementations that break with updates.

Data That Carries Its Own Instructions

Persistent context means consistent decisions across analytics, AI, and operational workflows. Install Metatate and go from zero to governed in minutes.

Get it on Snowflake Marketplace