Data and Analytics Landscape Research Center

Negotiate the data and analytics disciplines to unlock the true value of your data.

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Nine Steps to Understanding the Data and Analytics Landscape

The key to landscaping your data environment lies in ensuring foundational disciplines are optimized in a way that recognizes the interdependency among the various disciplines.

Data & Analytics blueprint image Data & Analytics blueprint image

Practice & Platform

  • Big Data Platform Strategy
  • Data as a Service
  • Data Operations
  • Data Pipeline
  • Data Warehourse
  • Platform-Based Organization


Data Governance

How do you currently treat your data? Do you have enterprise oversight? Establish and sustain an enabling framework that drives use of and appetite for data.


Business & Data

Data Management

Are your data management capabilities ready?



Data Architecture

Does your architecture plumbing reflect the ability to serve data to the business in a sustainable way? Build the right platform to deliver data from source to analytics.



Master Data Management

Can you trace your data lineage and do you have a pipeline that facilitates a single customer view? Manage your master data; build out that single stakeholder view.



Data Integration

Is your integration near real time and scalable? Do you have a data quality health-check capability to remediate data issues?



Data Quality Management

Fuel trusted insight generation and evidence-based decision making.



Advanced Analytics, Machine Learning & AI

Have you implemented best-practice AI models with unbiased data?

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