Many public sector organizations find themselves paying to run both a data warehouse for structured reporting and a data lake for advanced analytics, leading to duplicate pipelines and inconsistent definitions. The Data Unification Diagnostic is a practical tool designed to help leaders pinpoint exactly where this fragmentation is creating an operational and cost drag on their data-to-decision workflow.

By working through a structured scoring system, teams can determine their “integration tax” and establish a defensible modernization roadmap.

Why Download This Diagnostic?

• Audit Your Data Journey: Use the “Data Movement Journey” map to visualize exactly how many systems and manual handoffs your data passes through before it reaches a consumer.

• Identify Friction Points: Evaluate your current architecture against a 16-point checklist covering duplication, delivery reliability, and governance gaps.

• Calculate Your Integration Tax: Estimate the percentage of your team’s capacity currently lost to maintaining brittle pipelines rather than adding net-new capabilities.

• Receive a Targeted Action Plan: Get specific next steps based on your diagnostic score, ranging from standardizing definitions to launching a 30-day unification pilot.

What This Resource Covers

• Four-Part Assessment Framework: Detailed sections for mapping data movement, inventorying friction, measuring time-to-insight, and interpreting results.

• Governance and AI Readiness: Specific criteria for evaluating whether your current stack can support unstructured data and AI workflows without creating new security risks.

• The “Sufficient Preparation” Interpretation: A guide to understanding what your score means for your organization’s modernization urgency.

• Vendor Evaluation Questions: Five critical questions to take into conversations with technology providers regarding physical data storage, unified governance, and pilot criteria.

This diagnostic enables CDOs, CIOs, and data engineering leaders to move beyond high-level strategy and identify a small pilot that will prove the value of unification.