Interactive Decision Tool
Data & AI Readiness Assessment
18 targeted questions across 6 core enterprise dimensions. Evaluates your current state and provides deterministic executive recommendations before investing in more technology.
Progress: 0 / 18 questions
Strategy & LeadershipQuestion 1 of 18
How is your enterprise Data & AI vision defined and sponsored at the executive level?
Strategy & LeadershipQuestion 2 of 18
How are Data & AI investments prioritized and evaluated for ROI?
Strategy & LeadershipQuestion 3 of 18
What is the organizational structure for data talent and leadership?
Data FoundationQuestion 4 of 18
What is the status of your data ingestion and ingestion pipelines?
Data FoundationQuestion 5 of 18
How clean, reliable, and trustworthy is core transactional data?
Data FoundationQuestion 6 of 18
How are master data and historical entity definitions handled (Customer, Product, etc.)?
Architecture & PlatformQuestion 7 of 18
What is your primary analytical storage and processing architecture?
Architecture & PlatformQuestion 8 of 18
How do you manage cloud compute costs and infrastructure scalability (FinOps)?
Architecture & PlatformQuestion 9 of 18
What is your approach to Build vs. Buy when evaluating platforms?
Data GovernanceQuestion 10 of 18
How is data ownership and stewardship formalized across business domains?
Data GovernanceQuestion 11 of 18
How discoverable is data through metadata catalogs and lineage?
Data GovernanceQuestion 12 of 18
How do you enforce security, privacy compliance (GDPR/HIPAA), and AI regulatory guardrails?
Analytics & ProductsQuestion 13 of 18
How are analytical metrics and business logic governed?
Analytics & ProductsQuestion 14 of 18
To what degree has your organization adopted the 'Data as a Product' (DaaP) paradigm?
Analytics & ProductsQuestion 15 of 18
How effectively do executive decision-makers consume analytical insights?
AI ReadinessQuestion 16 of 18
What is your capability in deploying Generative AI and Large Language Models (LLMs)?
AI ReadinessQuestion 17 of 18
How do you evaluate and monitor AI model performance in production (MLOps / LLMOps)?
AI ReadinessQuestion 18 of 18
What is your enterprise policy on Responsible AI, safety, and bias auditing?
Please answer all 18 questions to generate your scorecard (0/18)