AI App Delivery Top 10: Lack of Security and Regulatory Compliance
F5, Thursday, July 23rd, 2026
F5 explains why AI apps require compliance controls that govern runtime decisions, not just static data paths.
Part of F5's AI App Delivery Top 10 series, this article argues that AI fundamentally changes security and compliance in application delivery.
Because AI systems make runtime decisions, compliance must move from protecting static data paths to governing model selection, validating retrieved data, inspecting outputs, and monitoring action sequences mid-request.
This creates new operational tensions: performance suffers when compliance checks occur during serving, and availability is threatened when policies block legitimate requests.
The author concludes that foundational controls like encryption and FIPS remain necessary but insufficient, as security must reach into the decision-making process itself.