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    OpsSecureHub

    AI security: know your tools, reduce your risk.

    AI applications, agents and MCP servers multiply connections across your information systems. OpsSecureHub makes shadow AI visible and links every finding to evidence and remediation.

    An endpoint-level AI bill of materials

    Applications, extensions, libraries, MCP servers, local models and inference services: identify collected components, their versions, endpoints and approval status. Visibility depends on data sources and collection scope.

    OWASP LLM / MITRE ATLAS

    Seven concrete checks, explained

    Deterministic rules check risky configurations. This foundation is not a penetration test and does not cover every attack on an AI application.

    1. 01

      Local AI server reachable from the network

    2. 02

      Remote MCP server without encryption

    3. 03

      AI agent with command execution or full-disk access

    4. 04

      Plaintext secret in an AI agent configuration

    5. 05

      MCP server downloaded without a pinned version

    6. 06

      Unapproved AI tool still present

    7. 07

      Model files in an executable format (pickle)

    Govern shadow AI without losing context

    Separate approved, unapproved and unreviewed tools. Categories and evidence support a review with IT owners before changes are decided. OWASP Top 10 LLM 2025 and MITRE ATLAS provide reference frameworks, not certification.

    Collection designed for privacy

    Collection identifies components and configurations useful to analysis. Secret names may be reported; secret values are not part of intended collection. Validate scope and collected paths before deployment.

    Prompt injection protection: hidden instructions in pasted documents, invisible characters, responses attempting to exfiltrate the conversation, and dangerous commands — analysed on the endpoint; no text leaves the endpoint.

    Model behaviour evaluation

    A model fine-tuned on a narrow task can become harmful or deceptive on unrelated topics: this is emergent misalignment. With your consent, OpsSecureHub evaluates your models — fixed test questions, insecure code, AI application security tests — before production and after every adjustment.

    AI usage and shadow AI

    Beyond installed components, OpsSecureHub spots the AI services actually in use — through the browser extension, DNS and your Microsoft tools — and analyzes on the device what is sent to them. See the Personal information and Law 25 page.

    Personal information: Law 25 and PIPEDA

    Security and response capabilities

    • Automated response

    • Real-time AI agent monitoring

    • AI application attack scanner

    Each capability and connector’s scope is agreed in the contract before activation. Inclusion in the offer does not guarantee activation in your environment.

    OpsSecureHub

    Your next security decision starts with a clear view.

    Let’s discuss your AI use, your tools and your CCSPA readiness.

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