Data Quality
Are critical datasets accurate, complete, consistent and reliable?
AI DATA READINESS SPRINT · 5–10 BUSINESS DAYS
Your data is the foundation for AI.
IS IT READY?
AI initiatives often expose problems that already exist in the data foundation — fragmented systems, inconsistent definitions, poor data quality and unclear ownership. Duke Data Solutions helps organisations identify those gaps and build a practical path toward trusted, governed, AI-ready data.
The problem
AI doesn’t fix weak data foundations. It exposes them.
Companies are investing in AI while the underlying data is fragmented, poorly documented, inconsistently defined, difficult to trust, or lacking clear ownership.
01Can we trust our data?
02Who actually owns it?
03What does this metric mean?
04Where does this data come from?
05Is our data ready for AI?
The offer
AI Data Readiness Sprint
A focused 5–10 business day assessment that gives leadership a clear picture of where your data stands and what to fix next.
5–10 day engagement
01
Discover
Map the current data landscape, systems, critical datasets and business priorities.
02
Assess
Evaluate quality, governance, metadata, ownership, architecture and BI foundations.
03
Design
Define the target-state architecture and governance foundations required for AI.
04
Roadmap
Deliver a practical 90-day roadmap prioritised by business impact.
What we assess
The foundations that determine whether AI can scale.
Governance
Are policies, controls, responsibilities and decision rights clearly defined?
Metadata
Can people understand what the data means, where it comes from and how it is used?
Ownership
Are data owners, stewards and domain responsibilities clear?
Architecture
Can the current data architecture support scalable analytics and AI?
AI Readiness
Can governed data and trusted business context safely support intelligent applications?
Deliverables
From current state to actionable roadmap.
CURRENT STATE
GAP ANALYSIS
TARGET ARCHITECTURE
90-DAY ROADMAP
Current-state data landscape
Critical data and domain assessment
Data quality and governance gap analysis
Metadata and ownership assessment
Target-state architecture
AI readiness assessment
Prioritised 90-day roadmap
Who it’s for
Built for teams that are serious about AI.
For CIOs, CTOs, Heads of Data, Data & Analytics Leaders and BI Leaders preparing for AI or agent initiatives — especially where data is fragmented across business units.
CIOsCTOsHeads of DataAnalytics leadersBI leadersAI initiative teams
Duke Data Solutions
An independent Data + AI Architecture consultancy focused on trusted data foundations, governance and AI readiness — with expertise across Data Architecture, Data Governance, MDM, Analytics Engineering, BI and AI Readiness.
One clear answer
Before you scale AI, make sure your data is ready.
Let’s identify the gaps between where your data is today and where it needs to be.
Contact
Start with a clear view of your data foundation.
Share your current priorities and we'll come back with a focused next step.