Secure AI Governance &
Risk Management

Artificial Intelligence is transforming public sector and enterprise operations. However, without structured governance and security controls, AI systems introduce significant risks — including data leakage, prompt injection, agent misuse, regulatory non-compliance, and supply chain vulnerabilities.

Oliware Technologies helps organizations deploy AI securely, responsibly, and in compliance with global standards.

Why AI Security Matters

Modern AI systems (LLMs, RAG systems, Agentic AI, ML pipelines) introduce new risks across:

  • Data ingestion and preprocessing
  • Model training and fine-tuning
  • Prompt engineering & retrieval systems
  • Tool integrations & plugins
  • Autonomous agents
  • API integrations & Model serving
  • Multi-agent communication

Threat Landscape (OWASP/DASF)

Organizations face critical vulnerabilities:

  • Prompt Injection Attacks
  • Model Theft
  • Data Leakage
  • Memory & Context Poisoning
  • Tool Misuse & Exploitation
  • Identity & Privilege Abuse
  • Agent Goal Hijacking
  • Supply Chain Vulnerabilities
  • Unauthorized Model Access
  • Regulatory Non-Compliance

Our AI Security Framework

Oliware aligns with global AI security standards. We secure AI across 12 core components of an AI system lifecycle:

Raw Data Security
Data Prep & Governance
Dataset Integrity
ML Algorithm Security
Model Evaluation
Model Management
Secure Model Serving
Inference Security
Secure MLOps (CI/CD)
AI Platform Security
Incident Response
Governance Mapping

AI Threat Coverage Areas

We address high-impact AI threats including:

Prompt Injection & Manipulation

Protecting LLM-based applications from adversarial inputs.

Memory & Context Poisoning

Securing agent memory stores and retrieval pipelines.

Tool & Plugin Exploitation

Preventing malicious use of connected tools in Agentic AI systems.

Agent Goal Hijacking

Ensuring autonomous systems cannot be redirected by malicious instructions.

Identity & Privilege Abuse

Role-based access control and non-human identity governance.

AI Supply Chain Attacks

Securing third-party models, datasets, APIs, and extensions.

Data Leakage & Exfiltration

Preventing exposure of sensitive enterprise or citizen data.

Regulatory & Compliance Risks

Aligning AI deployments with evolving regulatory frameworks.

🏛 Built for Government & Public Sector

Government AI systems must ensure data sovereignty, citizen privacy protection, auditability, transparency, and secure inter-departmental integration.

Oliware Enables:

  • Secure AI adoption in public sector
  • Risk-based AI deployment models
  • Governance-first AI architecture
  • Compliance-ready AI systems
  • Secure multi-agency AI integrations

Resilience against
Adversarial AI

AI Lifecycle Security

End-to-End Coverage across all stages.

Phase Security Focus
Scope & PlanningRisk modeling & governance controls
Data AugmentationDataset validation & integrity checks
DevelopmentSecure coding & prompt validation
TestingRed teaming & adversarial testing
ReleaseSecurity audit & compliance validation
DeploymentZero-trust AI infrastructure
OperationContinuous monitoring
MonitoringThreat detection & anomaly alerts
GovernancePolicy enforcement & regulatory mapping

AI Risk Management

  • AI Threat Modeling
  • Red Teaming & Adversarial Testing
  • Model Risk Assessments
  • Security Posture Evaluation
  • AI Bill of Materials (AIBOM)
  • Access Control Validation
  • Encryption & Secrets Management
  • Secure MLOps Integration
  • AI Incident Simulation & Response

Secure AI Architecture

  • Secure Model APIs
  • Role-Based AI Access Control
  • MFA for AI Admin Access
  • Data Encryption at Rest & In Transit
  • Secure Prompt Handling
  • AI Firewall Integration
  • Network Security Validation
  • Logging & Audit Trails
  • Digital Model & Dataset Signing

Compliance Alignment

Oliware supports alignment with:

AI Risk Management Frameworks Enterprise Security Standards Secure ML Engineering Data Governance & Privacy Laws Zero Trust Architecture

Why Oliware Technologies?

  • Government-ready AI security
  • Enterprise-grade architecture
  • Lifecycle-based AI risk mitigation
  • Agentic AI security expertise
  • Governance-driven AI transformation
  • Future-ready AI defense strategy

Build Secure, Compliant and Trusted AI Systems

Whether you're deploying LLM-powered citizen services, enterprise AI copilots, or autonomous agent systems — Oliware ensures your AI is secure, governed, and resilient.

Contact Oliware Technologies
Scroll to Top