Data Analytics & Reporting

Generating data requires the right tools, processes, and expertise.

Challenges

Most of the data required comes from disparate system. Many of the sources of this data have certain reporting limitation. This along with other institutional limitation can pose a set of challenges.

Data provided by vendors application are sometimes time bound. You have a limitation as to how far back you can report off.

Some vendor system do not provide access to the direct raw data but to a curated list

The reporting module provided by some vendors are limited and lacks feature for advance query

Lack a standard way of identifying master data

Data Catalog is not centrally managed

Lack of robust controls around data access

Business Impact

Limits ability to access historical data to meet reporting and analytics requirement

Generating reports is a manual process that requries additional processing outside the reporting module. This introduces additional time and increases risk of data accuracy.

Managing the catalog gets complicated as it grows in size over time

All this significantly impacts the accuracy of the reports procduced

Our Approach

We implement a modern data warehouse solution with master data management, automated report generation and a centralized catalog Management

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Our Edge

Prebuilt Datastructure

We have a prebuilt template of the datawarehouse data structure

Our prebuilt data warehouse template saves significant time and ensures consistency on how we deliver the same successful results for different customer

Security and change controls

Our approach has accounted for the security and change controls required by auditors

Having a robust change and security controls ensures a meeting compliance and reduces the chances of errornous data being reported.

Modular design

Our design is made to work with any Source Data

Leveraging this design we are able to scale and adapt to changes which provides long term benefits