Every vendor promises a "single pane of glass." Most fail because they try to be the glass — replacing your CRM, your custodian feeds, your portfolio system with their proprietary desktop. The real approach: unify the data from your existing systems, then build the pane of glass on top. Keep what works. Connect what doesn't.
130+ systems unified · Snowflake-native · Your data, your warehouse
There are three common approaches to a single pane of glass — and two of them fail. Approach 1: Buy a proprietary all-in-one desktop. Problem: you lose best-of-breed capabilities and create vendor lock-in. Approach 2: Build custom integrations in-house. Problem: expensive, brittle, and creates technical debt. Approach 3 (Milemarker): Unify all data in a Snowflake-native warehouse via pre-built connectors, then build the advisor experience on top.
You keep every tool. The data just finally agrees.
Most "unified desktops" skip the hard parts. Here's what actually has to be true for the pane to work.
Every system's data normalized into one model. Accounts, households, advisors, holdings — all speaking the same language before the glass is built on top.
130+ integrations to CRMs, custodians, portfolio accounting, planning, compliance, and billing. No custom API work required on your side.
Not batch files or overnight syncs. Data flows continuously from source systems to the unified layer — so the glass shows what's true right now, not last night.
Your data lives in your Snowflake warehouse — not the vendor's cloud, not commingled with other firms. You own it, you control it, you can use it however you need.
The pane of glass should look like your firm, not the vendor. Experience Builder lets you design exactly what advisors see — by role, team, or use case.
Once data is unified, Navigator AI answers questions across all of it. Milemarker Relay automates workflows across all of it. The pane of glass becomes intelligent.
Milemarker unifies your existing systems — 130+ pre-built connectors, Snowflake-native, firm-owned data. The glass is built on top. You keep every tool.