The Problem with Modern Digital Advertising
Personalized advertising systems evolve faster than legal interpretation.
Risk exists, but it is neither standardized nor consistently measurable.
Speed vs. Regulation
Marketing decisions are executed in real time, while legal analysis remains slow and reactive.
Lack of Standardization
There is no replicable system to consistently assess legal risk across teams.
Operational Ambiguity
Concepts such as consent, legitimate interest, or profiling are interpreted inconsistently.
Invisible Risk
Personalization creates legal exposure that is neither measured nor translated into actionable decisions.
LEGADLLY Thesis
Personalized digital advertising generates universal patterns of legal risk
that exist independently of jurisdiction.
These patterns can be identified, structured, and measured through a replicable system.