AI Security & Governance

Artificial Intelligence is transforming every industry but it is also introducing new attack surfaces, governance challenges and regulatory obligations. Secneural helps organisations adopt AI securely through governance, risk management, offensive testing, AI enabled SOC operations and continuous compliance allowing innovation without increasing cyber risk.

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The Problem We Solve

Shadow AI

Employees adopt public AI tools without governance, exposing sensitive business data and intellectual property.

Unsecured AI Models

Prompt injection, jailbreaks, model theft, data poisoning and adversarial attacks expose AI systems to compromise.

AI Governance Gaps

Organisations struggle to establish policies, accountability and risk ownership for AI initiatives.

AI Compliance

Emerging regulations require organisations to demonstrate secure, transparent and responsible AI practices.

AI Powered Threats

Attackers increasingly leverage AI to automate phishing, malware development, reconnaissance and social engineering.

Trust & Reputation

Deepfakes and synthetic media create executive impersonation, fraud and brand reputation risks.

Our Approach

Secneural combines AI governance, offensive security, privacy engineering, threat intelligence and security operations into a unified AI cybersecurity programme. Whether you're adopting Microsoft Copilot, OpenAI, private LLMs, AI agents or machine learning platforms, our consultants assess AI risks, validate AI security controls and build governance programmes aligned with international frameworks.

ADAPT AI Security Methodology

ADAPT
A
Assess
Baseline

Understand AI Readiness


Key Activities

  • AI Asset Discovery
  • AI Use Case Inventory
  • Stakeholder Workshops
  • AI Risk Assessment
  • Data Classification
  • Regulatory Mapping

Deliverables

  • AI Readiness Assessment
  • AI Asset Register
  • AI Risk Baseline
  • Gap Analysis

Standards

Outcome Complete visibility into AI risks and organizational readiness.
D
Design
Architecture

Build Responsible AI Governance


Key Activities

  • AI Governance Framework
  • AI Security Policies
  • Acceptable Use Policy
  • AI Risk Register
  • Model Lifecycle Governance
  • Responsible AI Principles

Deliverables

  • AI Governance Framework
  • AI Policy Suite
  • Risk Register
  • Governance Playbooks

Standards

Outcome An approved AI governance framework, policy suite and implementation plan.
A
Apply
Implement

Secure AI Systems


Key Activities

  • AI Security Architecture Review
  • LLM Security Assessment
  • Prompt Injection Testing
  • AI Red Teaming
  • Model Security Testing
  • AI API Security
  • AI Supply Chain Assessment
  • Deepfake Risk Assessment
  • AI Privacy Controls
  • AI SOC Integration

Deliverables

  • AI Security Assessment Report
  • Red Team Findings
  • Attack Scenarios
  • Technical Recommendations
  • AI Threat Model

Standards

Outcome Validated AI security posture against AI-specific threats.
P
Prove
Validate

Validate AI Trustworthiness


Key Activities

  • Compliance Validation
  • AI Risk Scoring
  • Executive Reporting
  • Privacy Impact Assessment
  • AI Security Metrics
  • Model Risk Review

Deliverables

  • Executive AI Risk Report
  • Compliance Dashboard
  • Privacy Assessment
  • AI Assurance Report

Standards

Outcome AI systems become secure, compliant and auditable.
T
Transform
Sustain

Embed Continuous AI Security


Key Activities

  • Continuous AI Risk Monitoring
  • AI Governance Committee
  • AI Threat Intelligence
  • AI Awareness Training
  • AI Security KPIs
  • Executive Dashboards

Deliverables

  • AI Security Roadmap
  • Continuous Risk Dashboard
  • Board Reporting
  • AI Security Metrics
  • Governance Reviews

Standards

Outcome AI security becomes an ongoing governance capability.

AI Security Services

  • AI Security Strategy & Readiness
  • AI Governance & Risk Management
  • AI Security Assessment
  • AI Red Teaming
  • AI Threat Intelligence
  • AI SOC Automation
  • Deepfake Risk Management
  • AI Data Privacy
  • AI Model Security
  • AI Compliance

Deliverables

  • AI Security Assessment Report
  • AI Governance Framework
  • AI Risk Register
  • AI Security Architecture Review
  • AI Threat Model
  • AI Policy Suite
  • Executive Dashboard
  • AI Roadmap
  • Compliance Mapping
  • Board Presentation
Standards & Frameworks
Security

Why Secneural

  • End-to-end AI cybersecurity services
  • AI Governance and Risk specialists
  • Offensive AI Security Assessments
  • AI Red Team capabilities
  • AI Privacy and Compliance expertise
  • AI-enabled SOC transformation
  • Deepfake protection services
  • Regional expertise across Qatar and GCC
  • Advisory through implementation
  • Executive and Board-level reporting

Secure AI With Confidence

Adopt Artificial Intelligence responsibly with governance, offensive testing, privacy controls and continuous security validation.

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