A bank's AI assistant answers customer questions and must never give investment, credit, or tax advice it is not licensed to give, or make a claim that breaks conduct rules. Alinia trains a judge on the bank's own rules and checks every response before it reaches the customer.

AI used in claims handling and customer messaging has to follow fair-treatment and conduct standards and explain its decisions consistently. Alinia's judge reviews what the AI produces, scores it against the insurer's rules, and keeps a record for every decision.

AI that supports staff must protect patient information. For any interactions in which the AI presents personal information to an employee, there must be an auditable trace. Alinia's judge checks each response in real-time against the organization's clinical and privacy rules and generates an audit trail.

A pharmaceutical company is using a third-party AI chatbot for employee usage. Although the system is approved for internal use, it is forbidden to introduce information related to the firm’s trade secrets. Alinia´s judge checks each user input against the company´s definition of trade secrets and notifies the corresponding personnel when it happens.