Multi User Privacyv0.9.2

A SaaS platform serving multiple enterprise clients with a shared AI agent. The skill ensures each client's support conversations, data, and usage quotas are isolated, preventing cross-client data leaks and enforcing fair resource allocation. It automatically creates dedicated sub-agents for new clients via Gateway, streamlining onboarding.

An AI assistant for a telemedicine app handling patient consultations. The skill isolates each patient's medical history, session data, and privacy-sensitive information, ensuring HIPAA-like compliance by preventing access to other patients' records. Real-time alerts notify administrators of any privacy violations.

An online tutoring service where students interact with an AI tutor. The skill provides each student with a personalized memory space for learning progress and session history, while enforcing quotas on message limits to manage costs. It prevents students from accessing others' data or impersonating administrators.

A corporate AI agent for employee queries across departments like HR and IT. The skill restricts access based on employee roles (e.g., admin vs. staff), isolating sensitive project files and memory. It monitors for abnormal behavior, such as repeated failed access attempts, and logs all interactions for audit trails.

A chatbot for a bank offering personalized financial advice to customers. The skill ensures each customer's financial data and conversation history are kept private, with strict session management to prevent mix-ups. Quota management limits resource usage per customer, while hot updates allow quick policy changes without downtime.

Charge clients a monthly or annual fee per user or tier, with higher tiers offering increased quotas (e.g., more messages or storage). The skill's automated user provisioning and isolation reduce operational costs, making it scalable for B2B markets like customer support platforms.

Bill customers based on actual resource consumption, such as message counts, token usage, or storage. The skill's quota management and detailed logging enable precise tracking, appealing to startups or variable-demand services like telemedicine or tutoring.

Sell custom licenses to large organizations for on-premise or private cloud deployment, with premium features like enhanced monitoring and support. The skill's configurable privacy rules and performance optimization suit regulated industries like healthcare or finance, where compliance is critical.