Session
Dynamic Data Intelligence: Enabling Proactive Governance and Risk Management in AI Systems
As artificial intelligence reshapes industries, the reliability, traceability, and risk associated with data take on unprecedented importance. Dynamic Data Intelligence (DDI) is an emerging competency of data governance that empowers organizations to understand, assess, and manage the origin, quality, and cascading impacts of their data across interconnected systems.
This session will explore how DDI enhances transparency and trust in AI workflows by dynamically identifying and prioritizing high-impact data. Through advanced modeling and analytical techniques, organizations can anticipate potential vulnerabilities, mitigate cascading risks, and optimize decision-making processes.
Key takeaways will include:
* Practical applications of DDI in pre-ingestion data governance to ensure the integrity of AI training data.
* Case studies showcasing how data risks were identified and managed across complex workflows.
* Metrics and methodologies for assessing data quality and understanding amplified risks.
* Real-world challenges in implementing dynamic data governance and how to overcome them effectively.
Join us to explore how Dynamic Data Intelligence transforms AI from a theoretical powerhouse into a practical, responsible, and sustainable solution, enabling organizations to achieve impactful AI innovations with confidence.
Alison Cossette
Data Science Strategist, Advocate, Educator
Burlington, Vermont, United States
Links
Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers. If you suspect this profile to be fake or spam, please let us know.
Jump to top