How can AI improve risk mitigation in Agile programs?

Risk registers are often outdated and reactive. AI continuously scans delivery pipelines, identifying signals such as increasing cycle time or dependency congestion.

This enables teams to act before risks materialize, shifting risk management from reactive to proactive.