Introducing the Airbrx Intelligent Data Gateway

Accelerate BI and Slash Costs with Zero Client Changes

Transparent Data Accelerator between BI tools and data warehouses (Databricks/Snowflake) focused on the consumer experience

Faster Response times and availability

Slash Data Warehouse Costs

Zero Refactoring or Configuration

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OUR NORTH STAR

Four Pillars of Excellence

We believe data acceleration should be transparent, intelligent, and secure. Our north star guides us to build a platform that reduces costs, improves user experience, provides granular control, and maintains the highest security standards—all without requiring any changes to existing workflows.

Platform Savings

Reduce warehouse costs through intelligent caching

Significant savings through preventing unnecessary warehouse wakeups and runtime with cached responses. Classify requests at the gateway, spoof or pool sessions where safe, and use token and request attributes to decide whether the backend must be engaged.

Improve the Data Consumer Experience

Faster reads without changing workflows

Make common reads faster and more reliable without changing how users work. Return cached results with low latency, surface clear cache indicators, and keep behavior identical to native services for correctness.

Granular Control

Precise rules and AI-driven insights

Provide precise controls, reporting, visibility and intelligence for cache rules and usage patterns. AI-driven and surfaced routing and caching rule suggestions. Rules are expressed on the same attributes used in cache keys to enable targeted, fine grained invalidations that preserve unaffected cache entries.

Secure & Compliant

Enterprise-grade security and compliance

Enforce enterprise-grade security standards and regulatory compliance at the gateway layer. All tokens and credentials must be handled securely, access must respect existing RLS/masking policies, and auditability must be built-in.

FEATURES

Enterprise-Ready Architecture

Engineered with AI-ready intelligence at its core, combining scalable caching with adaptive governance that learns from your data access patterns. Our production-ready architecture supports both Databricks and Snowflake while delivering multi-tenant isolation, intelligent rule optimization, and horizontal scaling—all within enterprise security standards.

Multi-Warehouse Support

Native support for Databricks and Snowflake

Session Spoofing

Caches initial handshakes to keep warehouses asleep until truly needed

Multi-Tier Caching

Query results, session state, and large file caching with intelligent TTL

AI-Native Design

Analytics and configuration designed for AI integegration

Version-Based Invalidation

Granular cache control and preservation of cached data

Multi-Tenant Isolation

Complete separation of configs, storage, and credentials per tenant

Configurable Rules

Per-user, per-table, per-dataset caching policies with priority execution

Horizontal Scaling

Stateless servers with persistent storage

ARCHITECTURE

How It Works

BI Tools Connect

Tableau, Power BI, DBeaver connect to Airbrx endpoint

Intelligent Routing

Rules engine evaluates caching policies and routing decisions

Cache or Proxy

Serve from cache or forward to warehouse based on rules

Fast Response

ms response times for cached queries

Supported Platforms

Databricks

Snowflake

INTELLIGENT RULES ENGINE

Powerful Cache & Routing Rules

Define sophisticated caching and routing strategies with granular control. Our rules engine supports per-user, per-table, and per-dataset policies with priority-based execution.

Conditional Logic

Match on SQL patterns, users, tables, and custom attributes

Priority Execution

Control rule evaluation order for complex scenarios

Dynamic TTLs and Routing

Set cache lifetimes based on query patterns and conditionally route to alternative warehouses to lower costs and improve performance

AI Assist

Built-in AI tools to examine large query sets and optimize rules

AI-Powered Rule Editor

AI Suggestions

Get AI Suggestions

Rule Properties

Name

Cache analytics queries

Priority

100

TTL

3600s

Cache Key Elements

statement username warehouse

JSON Definition

"mode": "allow",

"conditions": {

"tables": ["analytics.*"]

}

Explore Rule Examples