Readiness Assessment
Enterprise Data Integration Readiness Assessment
Evaluate your integration maturity across the five dimensions that define an AI‑ready data foundation.
This quick assessment helps you identify gaps, uncover risks, and understand how well your organization integrates data across systems, definitions, time horizons, grain, and semantics.
Is Your Data Truly Integrated?
Most organizations believe their data is integrated simply because it lives in a warehouse or lake. But true enterprise integration requires alignment across five critical dimensions — and gaps in any one of them can undermine analytics, automation, and AI initiatives.
This assessment helps you quickly evaluate your current maturity and identify where to focus next.
What You’ll Learn
This assessment evaluates your organization across the five dimensions of enterprise data integration:
- Cross‑Business Integration — How well your systems connect across departments.
- Definition Integration — Whether your key business terms are aligned and governed.
- Time Horizon Integration — How consistently your systems align across time windows.
- Grain Integration — Whether your data aligns at a consistent level of detail.
- Semantic Integration — Whether your data means the same thing across systems.
Your score reveals your current maturity level and provides guidance on next steps.
Start the Assessment
Answer five quick questions to evaluate your integration maturity.
Why Enterprise Data Integration Matters
Integration is the foundation of every modern data capability. Without it, organizations struggle with inconsistent metrics, unreliable dashboards, and AI models that produce unpredictable results. Even with modern cloud platforms, most enterprises still operate with fragmented data ecosystems.
When your data is fully integrated, you unlock:
- Consistent, trusted analytics across the organization
- Faster decision‑making with unified KPIs
- AI‑ready data pipelines that reduce model drift and improve accuracy
- Operational efficiency through aligned systems and definitions
- Reduced risk from conflicting or incomplete data
This assessment helps you understand where you stand — and what it will take to build a unified, enterprise‑grade data foundation.
Ready to Strengthen Your Data Foundation?
If your assessment reveals gaps, we can help you build a unified, AI‑ready data ecosystem that accelerates decision‑making and reduces operational risk.