PlatformDATA ENGINE

One Structured Data Foundation for Your Entire Firm.

Connect every custodian, CRM, and performance system into one normalized foundation. Query anything in seconds, without a data team.

Explore Data Engine
One Structured Data Foundation for Your Entire Firm. — Milemarker product screenshot

THE PROBLEM

Building Your Own Data Stack Takes Longer Than Planned.

Hire Engineers
Build Pipelines
Maintain Forever

Six months in. Still no dashboard.

Six months after hiring data engineers, your team is still debugging pipelines and you're explaining to the board why the numbers they asked for aren't ready.

Every month spent on plumbing is another month your firm runs on guesses instead of data.

A firm should own its data without having to become a software company.

Six Months of Building, or Live in 6 Weeks

BUILD IT YOURSELF

WITH DATA ENGINE

01

Time to first dashboard = 6–9 months of pipeline work

Time to first dashboard 6 weeks
02

Team = 2–3 data engineers to hire and keep

Team to hire None. We run it
03

Contracts = Warehouse, cloud, ETL and BI: 4 vendors

Contracts One
04

Connectors = Build and maintain every custodian and CRM feed

Connectors 140+ wealth platforms, maintained by us
05

A vendor changes its API = Your team drops everything

Vendor API changes Our problem, not yours

Runs on Snowflake and AWS, with partner status on both. Your IT team doesn't have to vet a new cloud.

“Thanks to Milemarker, our leadership team and advisors now have greater access to the data we need to effectively run our business.”
Laura Hubbell, CFAChief Information Officer, SignatureFD

STORAGE, SECURITY & BI

Comprehensive Data Engine Capabilities

Flexible Data Views

  • CRM, custody, and planning data views that adapt to your business
  • Open framework for custom schemas and workflows
  • Automatic data normalization and transformation
  • Integration with Milemarker™ Console for insights and reporting

Columnar Storage & Compute

  • Fast, efficient storage optimized for analytics
  • Separation of storage and compute for cost control
  • Elastic auto-scaling based on workload demands
  • Virtual warehouses for dedicated query performance

Data Integration & Processing

  • 140+ wealth management platform connectors
  • Real-time sync for CRMs, custodians, and planning tools
  • File ingestion with simple, no-code interface
  • Email-to-warehouse for unstructured data capture
  • Change data capture (CDC) for real-time synchronization

Enterprise Security

  • AES-256 encryption at rest and in transit
  • Role-based access control (RBAC) at table, column, and row levels
  • Dynamic data masking for sensitive information
  • Complete audit logging for compliance and monitoring

Advanced Analytics Features

  • Time travel to access historical data versions
  • Zero-copy cloning for dev/test environments
  • Usage visibility by role, firm, and system
  • Native BI tool support (Power BI, Sigma, Tableau)
  • Access to Snowflake Marketplace datasets

TECHNICAL

Specifications

Data Lake

  • Snowflake-native architecture with columnar storage
  • Automatic compression and optimization
  • Multi-cluster compute for concurrent workloads
  • Enterprise-grade backup and disaster recovery

Integration Framework

  • REST APIs for custom connections
  • Webhook support for real-time data flows
  • Batch and streaming data processing
  • Support for flat files, databases, and SaaS platforms

Infrastructure

  • AWS-hosted with multi-region deployment
  • 99.9%+ uptime SLA with automatic failover
  • SOC 2 Type II compliant security controls

Governance & Monitoring

  • Complete data lineage tracking
  • Performance monitoring and optimization
  • Cost visibility and usage analytics
  • Role-based data access policies

THE DATA ENGINE

Advantage

Deploy in Days

What takes months to build, we deploy in days. Connect your systems, normalize your data, and start getting insights immediately.

Scale Without Limits

From startup RIA to multi-billion-dollar enterprise. The Data Engine grows with your business without performance degradation.

Expert Support

Maintained by wealth management data experts who understand your challenges and opportunities.

Future-Proof Architecture

Built on industry-leading platforms (AWS + Snowflake) with continuous updates and enhancements.

TRANSPARENT PRICING THAT SCALES WITH YOUR USAGE

Implementation Process

No IT drama. We handle the technical complexity. No vendor juggling. Single contract covers everything. No surprise costs.

Infrastructure & Security

Provision your secure data environment with enterprise-grade controls and governance frameworks.

System Integration

Connect your core systems and validate data flows to ensure accuracy and reliability.

Configuration & Governance

Set up data views and establish governance policies that align with your firm’s requirements.

Deployment & Training

Complete deployment with comprehensive team training and ongoing optimization support.

Built For Wealth Management

Industry-Specific Connectors

Direct integration with Orion, Black Diamond, Addepar, Salesforce, custodians, and 140+ other platforms.

Normalized Data Models

Open framework for advisors, clients, households, accounts, and portfolios that adapts across all systems.

Compliance-Ready

Audit trails, data retention policies, and security controls designed for regulated financial services.

Performance At Scale

Optimized for the data volumes and query patterns common in wealth management firms.

PRICING

That Makes Sense

All-Inclusive Support

Infrastructure, maintenance, security updates, and expert support included in one monthly fee.

No Lock-In

Your data stays yours. Export capabilities and standard interfaces ensure you’re never trapped.

Frequently asked questions.

Can’t find what you’re looking for? Reach out to our team at hello@milemarker.co

What is Milemarker Data Engine?

Milemarker Data Engine is a structured data infrastructure platform purpose-built for wealth management firms. It connects 140+ custodians, CRMs, portfolio systems, and planning tools into a single normalized data warehouse — giving firms the data foundation required for AI, automated reporting, and operational scale.

How long does it take to deploy Milemarker Data Engine?

Most firms complete deployment within 4–6 weeks. Milemarker’s pre-built integration framework requires no custom development, and the implementation is managed by Milemarker’s wealth management data specialists.

What systems does Milemarker Data Engine connect?

Data Engine connects to 140+ wealth management platforms including custodians (Schwab, Fidelity, Pershing), CRMs (Salesforce, Redtail, Wealthbox), portfolio management systems (Orion, Black Diamond, Tamarac), and financial planning tools, via pre-built connectors.

Does Milemarker replace my existing technology stack?

No. Milemarker connects and normalizes data from the systems your firm already uses. It is infrastructure that sits beneath your existing tech stack — not a replacement for any individual platform.

How does Milemarker secure wealth management data?

Data Engine is SOC 2 Type II certified, uses AES-256 encryption, runs on AWS multi-region infrastructure with 99.9%+ uptime, and supports role-based access controls at the table, column, and row level.

Is Milemarker Data Engine suitable for smaller RIA firms?

Yes. Data Engine scales from early-stage RIAs to multi-billion-dollar enterprises. Pricing scales with usage and firms do not need in-house data engineering — Milemarker’s specialists manage the data layer.

Book Data Engine Demo

See enterprise data infrastructure deployed in real-time.

Talk To Data Experts

30-minute consultation on your data strategy and requirements.

Ready to Connect
Your Stack?

Milemarker on a phone and a tablet