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Loyca
Service reference 11Architecture & EngineeringACTIVE PRACTICE PROTOCOL

AI Security

Securing the systems you are now building with LLMs

Threat modelling and testing for AI features: prompt injection, data leakage, agent permissions, and model supply chain.

PROTOCOL OVERVIEW

Executive Context & Technical Scope

AI features introduce a class of risk your existing controls do not cover: instructions arriving inside data, agents with credentials acting on untrusted input, sensitive context leaking through outputs, and models pulled from unverified sources. We threat model your AI system, test it adversarially, and set the guardrails and governance around it.

TARGET PROFILES

Who Requires This Protocol

Product teams shipping LLM features
Organisations rolling out AI assistants with access to internal data
Boards writing their first AI usage policy

ENGAGEMENT ARTIFACTS

Verifiable Outputs & Deliverables

AI system threat model covering the OWASP LLM Top 10

Delivered under strict NDA with executive presentation and engineering remediation roadmap.

Adversarial testing: prompt injection, jailbreak, data exfiltration paths

Delivered under strict NDA with executive presentation and engineering remediation roadmap.

Agent permission and tool-access review

Delivered under strict NDA with executive presentation and engineering remediation roadmap.

AI usage policy and governance framework

Delivered under strict NDA with executive presentation and engineering remediation roadmap.

PRACTITIONER FAQ

Frequently Asked Scoping Questions

We only use a third-party AI API. Are we in scope?
Yes, and often the interesting risk is on your side: what context you send, what the model can do with the answer, and who sees the output.
Can prompt injection be fixed?
Not eliminated with current architectures. It is managed by constraining what the model is allowed to do, which is an engineering and permissions problem.
PRACTICE CONTINUUM

INTELLIGENCE WITHOUT LIMITS

Scope AI Security for your organization.

Get a fixed-scope proposal, verifiable deliverables list, and exact timeline for ai security.

Direct Hotline:+254 740 658 068
NO-OBLIGATION GUARANTEE

What to expect in your scoping call

  • Direct Senior Lead

    You talk to a seasoned cybersecurity consultant, never a sales script.

  • Strict Confidentiality

    We operate under mutual NDA before discussing sensitive architecture.

  • Actionable Next Steps

    Immediate priorities and costed options, whether you engage us or not.

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