Yet, every asset class has its own detailed data requirements as input for making those investment decisions, and front-end portfolio modeling & management systems require clean and timely data from a variety of data sources.
In pursuit of the “single source of clean data”, Asset Managers embarked on the implementation of centralized data warehouse ‘CDW’. Not only did the CDW capture & maintain clean data, but it also became the source of clean data for other systems.
However with the successful implementation of CDWs, the delivery of the data (sourced cleanly from the CDW) and the execution of the operational processes of the receiving system remained manual, creating a cumbersome and costly overhead. What’s missing?
An intelligent data highway enables clean, enriched data to be maintained and propagated throughout an organization with nimble two-way data flow, and with the enforced discipline centralized operational processes bring, along with dashboard user-interface command & control.
Every asset class has its own nuances, with a raft of detailed data requirements needed for Front Office portfolio-modeling & risk management systems – all requiring clean and timely data from a multitude of sources with daily, monthly and quarterly feeds as appropriate.
Furthermore, the specialized use of Front Office portfolio-modeling & risk management systems, created a richer and more complicated technology environment with multiple systems supporting a single functional business unit.
To harmonize the complex environment, Asset Managers need an Intelligent Investment Data Highway – a rules-based centralized process around complex, multi-sourced data from disparate systems – ensuring disciplined control of data timeliness, enrichment and validation.
In a typical Real Estate portfolio, data required for the Front Office includes:
Other asset classes such as Fixed Income, Equity, Privates, Alternatives, Commercial Mortgages, etc. each have their own complex data requirements and data source profiles & frequencies.
The ability to provide accurate and timely data to the Front Office continues to grow in complexity and urgency. Top contributing reasons are:
Data management and data governance are tough to get right and often result in an escalation of resources, manual processes, use of spreadsheets and other error-prone tracking tools. There are also an increasing number of new vendor systems to consider on the front-end. The implementation of a centralized data warehouse, although critical for enterprise reporting, is not sufficient. The warehouse will not likely provide the operational intelligence required for rules-based processing, remediating data breaks, and sequencing of data delivery to the Front Office.
An Intelligent Investment Data Highway provides the operational processes for managing data to be centralized in the context of business rules and Front Office requirements. It will:
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