Digizens
Description
Patient compliance with treatment plans. Solves the problem of costly clinical trials modeling behavior. Digizens is an AI that creates a digital cohort of individuals who can then take part in clinical trials related to compliance with certain tasks. Various messaging can be relayed to the digital individuals in order to measure effectiveness of messaging in real world scenarios without the risk of harm to real individuals. Population based behavior modeling based on communication, messaging, and compliance. These models can be run prior to engaging actual participants in various studies to optimize adherence and outcomes.
Detailed example
Output is modeled behavior and compliance rates based on messaging.
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Improved patient compliance with more effective messaging. Lows risk cost effective clinical trials related to patient behavior.
Controls / human review
ATO: Not reported; PIA: Not published