Data Governance
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Data governance software is the best option for staying compliant.
Strongly agree7%
Agree71%
Neutral17%
Disagree3%
Strongly disagree
Have there been any technologies or tools that helped you implement adaptive data and analytics governance?
What are the standard Service level indicators used when creating SLA document for Data Engineering products? I assume indicators like when new data will be populated for data products (all the previous day business transaction will be available by 9am, all source transaction reflected with in 30 mins etc) and accuracy and quality would be important. Is there Industry standard Indicators used to represent data product SLA? It would be amazing someone could share what they are using.
Data governance must be owned by a multidisciplinary team to be effective.
Strongly agree13%
Agree72%
Neutral11%
Disagree1%
Strongly disagree
Unsure (explain in the comments)
I’m looking for current insights on CluedIn. Their product and pricing model make it appealing for a proof of concept for an MDM system. However, their sales practices including limited access to demos and technical resources give me the gut feeling they cannot deliver.
I've built this framework that my firm leverages for AI and Predictive Analytics Initiatives as a structure for AI adoption/governance
1. Looking for feedback on is anything missing, is it useful.
2. Sharing with the group to leverage for their own needs.
1. AI Strategy
Set Business Goals
Do Opportunity Assessment
Develop Strategy
Develop Roadmap
2. AI Readiness
Audit Data
Evaluate Infrastructure
Assess Organization readiness
Select Use Cases
3. Solution Design
Design Solution Architecture
Select Models
Build Models
Integration Strategy
4. Adoption and Change
Transform processes
Train users
Build Change Strategy
Develop CD/CI
5. Governance
Ethics and Compliance Policy
Model Monitoring and Tuning Framework
Ensure scalability
Design Ongoing support
Yes, but it doesn’t exist yet26%
Yes, and it already exists42%
No, but I wish23%
No, and I don’t think it needs to9%