Deliver insight built on account aggregation
We aggregate raw data from over 15,000 sources. Because we are agnostic to formats, we choose the best quality and most complete data from a diverse wealth of sources to provide visibility into clients’ holdings, spending habits, and cash flows.

Data curation
We standardize aggregated data into a single, consistent model based on industry standards and Morningstar’s proprietary identifiers, transforming disparate data into its most usable form.

Enriched data how you need it, where you need it
ByAllAccounts uses an artificial-intelligence system to quickly deliver client account data to portfolio management, reconciliation, compliance, trust accounting and performance systems saving you time and operational costs.

Bridging the gap
We use our patented process to make sense of insufficient data sources and to bridge gaps with Morningstar data, delivering enriched firm-level feeds to a network of over 1,400 advisory firms, 50 redistribution partners, and 40 platform integrators.

How Morningstar ByAllAccounts can help you
Decades-long experience providing quality data.

• Cutting-edge technology

We use a hybrid model that combines rules-based methods and machine learning for increased data accuracy.

• Standard for consistency

We use different-format sources to ensure completeness of data, standardizing 560,000+ publicly traded securities and 15,000 financial institutional connections with Morningstar’s industry-leading security master.

• Precise data for reporting

Access transaction-level detail of clients’ cash flows to accurately calculate their performance returns.

• Security highly prioritized

All sensitive data is transmitted and stored encrypted, even when communication is between components of the service itself.