LLM Application Security

A unified security control point for prompt-injection defense, input/output inspection, sensitive-data protection, access control and model-call audit.

Core Risks to Address

  1. Prompt injection, jailbreaks and multi-turn manipulation bypass policy controls

  2. Inputs or outputs expose sensitive data, unsafe content or unreliable conclusions

  3. Model APIs are abused through unauthorized calls, automation or abnormal resource use

  4. Applications lack unified policy, correlated logs and incident traceability

Core Capabilities

Secure Access Gateway

Proxy model calls with identity, quota, rate-limit and routing controls.

Prompt & Content Defense

Detect injection, jailbreaks, sensitive data and risky output for block or downgrade actions.

Model Call Audit

Correlate users, apps, models, policies and responses into a complete evidence trail.

Security Operations

Policy versions, incident handling, sample feedback and continuous effectiveness review.

Typical Scenarios

  • Enterprise LLM portals, service bots and workplace assistants
  • Public-facing generative AI applications and APIs
  • Multi-model access platforms and private model services
  • High-sensitivity R&D, legal and finance use cases

Delivery Scope

  • AI application attack-surface and risk assessment
  • Gateway, access-control and content-policy configuration
  • Model-call audit, alerting and response workflow
  • Acceptance testing and continuous operations metrics

Delivery process

  1. Map applications

    Identify model access, data inputs and tool calls.

  2. Test risks

    Define tests and control objectives for business scenarios.

  3. Integrate controls

    Apply data, content and execution policies at critical points.

  4. Review and refine

    Validate policy suitability using incident and audit records.

Deliverables

Scope, schedule and acceptance criteria are agreed following assessment.

Discuss this approach

Deliverables to scope together

  • Scenario and risk-test records
  • Integration, policy configuration and validation notes
  • Operational audit and improvement actions

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