Signalwork AI Data Readiness
20 questions · ~15 min
AI Data Readiness Score

Is your data
actually ready for AI?

Most AI projects fail because of data problems — not model problems. This assessment diagnoses your organization's readiness across five critical dimensions and produces a scored report with a prioritized action plan.

20 questions 5 dimensions CMMI maturity model ~15 minutes Confidential results
The five dimensions
Dimension 01
Data quality & integrity
Accuracy, completeness, consistency, and freshness of your core data.
25% weight
Dimension 02
Data infrastructure & architecture
Platforms, pipelines, and scalability for AI workloads.
20% weight
Dimension 03
Data governance & compliance
Ownership, lineage, privacy, and access control maturity.
20% weight
Dimension 04
Data organization & culture
Executive sponsorship, literacy, skills, and prioritization.
20% weight
Dimension 05
AI-specific data readiness
Labeled data, feature engineering, model monitoring, and responsible AI.
15% weight
Before we begin

Answer based on your organization's current state, not your aspirational state. Honest answers produce a more useful report.

Overall progress 0 of 20 answered
— /100
—

Score by dimension
Key findings
Prioritized action plan

Ready to dive deeper?

The Signalwork Full Synthesis Report helps you close your data gaps with a specific, dependency-ordered remediation plan built around your actual systems and constraints. Send your Initial Assessment Results to Signalwork and we'll be in contact to get your full synthesis started.

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