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Layer 1 Power Unit
The Foundation
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Data Engine

Your firm's unified data warehouse - the power unit that drives everything.

Pit Stop Quick Brief

The Data Engine is your firm's data warehouse. It pulls data from all your systems (custodians, CRMs, portfolio tools), normalizes it into a consistent format, and stores it securely in Snowflake. You own your data, and it's always available for analytics, reporting, and AI.

Data Engine Architecture Click elements for details

Source Systems
Custodians
CRM
Portfolio
Planning
Files
Ingestion Layer
API SFTP Real-time Manual
Snowflake Data Warehouse
Your Isolated Data Cloud
Normalized
Unified Schemas
Secure
SOC 2 Type II
Yours
Full Ownership
Powers
Dashboards
Reports
Workflows
AI

Data flows from your source systems through the ingestion layer into your Snowflake data warehouse

What the Data Engine Does

Collects Data

Pulls from 130+ integrations including custodians, CRMs, and portfolio systems

Normalizes Data

Transforms different formats into consistent, unified schemas

Stores Securely

Your data lives in an isolated Snowflake warehouse you control

Powers Everything

Feeds dashboards, reports, workflows, and AI analytics

Why This Matters

You Own Your Data

Unlike traditional vendors, your data lives in your own Snowflake instance. You have full access and control. If you leave Milemarker, your data stays with you.

Always Fresh

Data syncs automatically based on your integration type. Real-time connections update instantly. API connections sync multiple times daily.

Enterprise Security

Built on Snowflake's SOC 2 Type II certified infrastructure with encryption at rest and in transit, role-based access control, and complete audit trails.

Built On

Snowflake Data Warehouse
AWS Cloud Infrastructure
130+ Pre-Built Integrations