How Do You Keep Data Access Policies Consistent Across AI Tools?
Enforce the policy once, at the rendered screen every tool shares, not in each vendor's console. Check whether a new AI tool can read a customer screen.
Research topic
AI agent controls
Research on AI agent controls: AI agent security, tokenization and checks for sensitive data access before allowing enterprise workflows to run.
What Are the Trade-offs of Restricting Employees to One AI Agent?
A single-agent mandate simplifies contracting but pushes other work into unsanctioned tools and ties governance to one vendor. Check how much use leaks.
Which SOC 2 Controls Apply to AI Agents?
The same ones as any system component: logical access, monitoring and change management, plus confidentiality and privacy where agents read customer data.