Agents can read business data, call tools, and access external services. Star Sight Technology focuses on sensitive information leakage protection and AI agent security compliance. We help organizations see how data is accessed and transmitted, constrain permissions and calls beyond task goals, and retain continuous evidence for risk response and security audits.
One solution addresses how sensitive information is accessed, processed, and sent out during agent tasks. The other addresses whether permissions, calls, autonomous behavior, and data handling can be constrained, recorded, and audited.
Trace sensitive information from its source through agent processing to tools, networks, or external services. Detect risks at key points and provide restrictions, blocking, or human intervention.
Turn requirements for permissions, tool calls, autonomous behavior, data handling, and log retention into risk identification, human authorization, behavior controls, and audit capabilities. Support security checks, remediation, and ongoing governance.
Sensitive information risks arise before the final outbound transfer. The solution connects data sources, agent processing, tool calls, and external transfers so security staff can reconstruct how information entered a task, how it was used, and where it went.
Personal information, business data, access credentials, and sensitive files
Session context, task planning, and model interactions
Tools, file operations, network requests, and external services
Parameter limits, action blocking, human approval, and further assessment
Focus on personal information, business data, access credentials, and sensitive files.
Connect sessions, tasks, models, tools, files, networks, and external services.
Assess and intervene in access or outbound transfers beyond task goals or authorization.
Connect original events, execution or blocking facts, assessments, and outcomes.
Build risk identification, human authorization, behavior controls, and audit capabilities around permissions, tool calls, autonomous behavior, data handling, and log retention. Help security teams compare requirements, find gaps, retain evidence, and drive remediation.
Observe permission use, tool calls, and data handling.
Find data operations and calls beyond task goals.
Provide context and evidence for high-risk actions.
Support action limits, human confirmation, authorization approval, control handover, and further assessment.
Apply suitable restrictions or interventions to unusual behavior.
Retain actual execution, blocks, human approvals, and response outcomes.
Connect behavior, policy changes, and remediation.
Provide searchable evidence for security checks, incident review, and accountability.
Tell us what types of data, tools, and external services your agents use, and which leakage or compliance issues concern you. We can discuss observable scope, controls, and a trial plan.