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Diagram showing two-way coordination between pre-deployment assessment and runtime security governance
AI agent security products

Find risks before deployment.
Govern continuously afterward.

Security needs span tool admission, version changes, and continuous operation as agents move from planning and development to deployment. Star Sight Technology's two products cover proactive assessment before deployment, behavior monitoring afterward, and coordination between assessment results and runtime policies.

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Two critical stages

Two products for two critical stages

Before deployment, identify security issues in environments, configurations, tools, and dependencies early. After deployment, keep track of what agents do, what data they transmit, and whether risks are emerging. The products have separate responsibilities and coordinate through assessment targets, risk findings, and protection policies.

01 / BEFORE LAUNCH
Before deploymentBefore admissionBefore changes

Agent Security Assessment System

Proactive assessment identifies security risks in environments, models, configurations, tools, skills, MCP services, and dependencies, producing findings that can be verified, remediated, and retested.

02 / IN RUNTIME
After deploymentContinuous operation

Agent Runtime Security Governance System

Continuously collect and analyze agent behavior and environment data. Identify unusual behavior, security risks, and newly discovered or changed agent assets, then assess and intervene.

The assessment system verifies risks. The runtime governance system discovers changes and applies protection. They exchange clearly defined data objects while retaining separate product responsibilities.
Pre-deployment proactive security scan

Agent Security
Assessment System

Proactively identify risks that may affect secure operation before agent deployment, tool admission, or version changes.

When to use itDeployment, admission, version changes
Core outputsRisk evidence, remediation recommendations, and assessment reports
Explore the assessment system   →
01

Multidimensional risk assessment

Assess environments, models, configurations, tools, skills, and MCP services for configuration, excessive-permission, malicious-code, sensitive-data leakage, and supply-chain risks.

02

Intelligent task orchestration

Use natural-language asset descriptions to plan, confirm, execute, monitor, and report tasks, with unified orchestration for custom agents.

03

Risk evidence and remediation loop

Record affected objects, severity, location, evidence, and impact. Provide remediation recommendations and update residual risks and disposition after retesting.

04

Assessment outputs

Produce a risk list, evidence, remediation recommendations, retesting results, and a security testing report. Pass confirmed findings to the runtime governance system.

Runtime security governance after deployment

Agent Runtime Security Governance System

Continuously observe agents and behavior chains after deployment, identify emerging security risks, and assess and intervene in high-risk actions.

01

Agent discovery and profiling

Automatically discover agents and maintain an inventory. Identify runtime environments and the models, tools, skills, MCP services, knowledge bases, and related services they use.

02

Continuous behavior-chain monitoring

Collect session context, task plans, tool calls, network requests, file operations, and other behavior data. Record agent inputs, outputs, and call relationships.

03

Runtime risk assessment and control

Identify unusual operations and security risks from behavior, and intervene through parameter constraints, action blocking, human approval, and further assessment.

04

Asset changes and assessment coordination

Identify new agents, tools, skills, MCP services, and significant configuration or version changes, then send them to the assessment system as targets for assessment.

Explore runtime security governance   →
Detection × Runtime

Bring assessment findings into runtime policy.
Let runtime discoveries trigger assessment.

The two products cover different deployment stages and coordinate through assessment targets and risk findings. New assets and changes discovered during operation enter the assessment scope; confirmed findings inform runtime protection policies.

They exchange clearly defined data objects. A new asset is not automatically a risk, and findings do not bypass human review to trigger blocking.
Runtime governance discovers a changeThe assessment system verifies risk
01Runtime discovery

Continuously identify new agents, tools, skills, MCP services, and significant configuration and version changes.

02Target synchronization

Send newly discovered assets and changes to the assessment system as targets for assessment.

03Proactive security assessment

Assess target environments, configurations, tools, skills, MCP services, and dependencies for risks.

04Risk finding synchronization

Send confirmed affected objects, severity, evidence, and remediation recommendations to runtime governance.

05Policy recommendations and review

Use assessment findings to generate or adjust protection policy recommendations, subject to security staff review.

06Runtime policy update

Update runtime protection policies after approval, then monitor their effectiveness and asset changes.

Runtime governance → assessment systemDiscover new assets and changes to expand assessment targets.
Assessment system → runtime governanceShare confirmed risks to inform policy updates.
An evolving governance loopFrom runtime discovery and assessment verification to policy updates.
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Policy activation boundary:Assessment findings inform policy recommendations. Security staff must review and approve them before policy updates. Findings do not automatically deploy a policy or block an action without review.

Build agent security capabilities from your current stage

Tell us whether your agents are preparing for deployment, tool admission, version changes, or continuous operation, and what security issues matter to you. We can discuss suitable products, coordination scope, and ways to use them.

Request a trialIf you are unsure which product fits, you can describe your current situation first.