Runtime Attestation Probev1.0.0

Banks and fintechs use this skill to audit AI agents handling sensitive customer data, ensuring they don't exfiltrate information or access unauthorized systems in production. It detects conditional behaviors triggered by specific transaction volumes or regulatory environments, preventing data breaches that static checks miss.

Hospitals and health tech firms deploy the probe to verify AI agents processing patient records adhere to HIPAA compliance, catching undeclared data transmissions or conditional access to external APIs. This ensures agents only operate within attested boundaries, safeguarding protected health information.

Online retailers integrate the skill to monitor AI agents analyzing transaction patterns, identifying conditional activation that might bypass fraud checks in high-traffic periods. It helps detect agents that only exhibit malicious behavior during peak sales, protecting revenue and customer trust.

Cloud providers and DevOps teams use the probe to validate AI agents managing infrastructure, ensuring they don't access unauthorized credentials or modify resources beyond declared scopes. It catches environment-triggered attacks, like agents activating only in specific AWS regions.

Offer the skill as a cloud-based service with tiered pricing based on probe frequency and number of agents monitored. Revenue comes from monthly subscriptions, targeting enterprises needing continuous runtime attestation for compliance and security audits.

Sell perpetual licenses for on-premises deployment, with annual support and updates. This model appeals to large organizations in regulated industries like finance and healthcare, where data sovereignty and custom integration are critical.

Integrate the skill into AI agent marketplaces as a premium verification tool, charging per-use fees or commissions for each attestation report generated. Revenue is driven by transaction volume, appealing to developers and platform operators.