What do you think is the hottest trend in Data & Analytics now and major priorities for CDO in near future??
Connected Governance and Trusted Intelligence20%
Data on the cloud (Modernizing data landscape)64%
Data Fabric , Data Mesh and Data sharing capability58%
XOPs (Data Ops, ML Ops, DevOps)19%
Artificial Intelligence & Intelligent Apps/ Automation using deep learning, Generative AI23%
Thanks Hawker. I intentionally kept these two separately since data fabric mean to bridge gaps or simplified access between data provider to data consumer (end point) including if data consumed as ML workload. Even i am firm believer of domain data fabric combining mesh and fabric together to bring domain ownership along with accessible, transparent end point consumption. AI here is more of understanding trend & investment going in developing AI / DS use cases to bridge process bottleneck... Thanks for your feedback..
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Limited environment/Infrastructure resources31%
Inability to quickly identify the root cause of CI/CD pipeline failures45%
Lack of standardized CI/CD pipeline templates across the organization53%
Integrating security tools - inefficient security implementation leading to false positives38%
Poor communication across business and product teams/coordination challenges26%
Cost/resource management26%
Implementation of CI/CD into on-going projects and workflows22%
Internal resistance: training issues, culture, etc.14%
Inefficient implementation of CI/CD due to lack of expertise, poor training, etc.19%
Poorly written unit and acceptance testing9%
We are not doing regression testing10%
25% manual, 75% automated50%
50% manual, 50% automated28%
100% manual, 0% automated8%
Don't know2%