Consulting Services
AI Deployment & Controls
We help organizations deploy artificial intelligence securely, with the controls, governance, and visibility needed to manage the unique risks AI introduces.
AI Security & Governance Assurance
OnDefend’s AI deployment and controls assessments evaluate the security posture of your AI systems, models, and supporting infrastructure. As organizations accelerate AI adoption, we help ensure that deployment decisions are supported by appropriate safeguards, that data handling meets privacy and compliance expectations, and that AI systems are protected against emerging threats.
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Programs and Environments Assessed for Real-World Risk
AI Model Security
Evaluation of model integrity, access controls, and protections against adversarial inputs and model abuse.
AI Governance & Oversight
Review of policies, accountability structures, and approval processes governing AI deployment decisions.
Data Governance & Privacy Controls
Assessment of how training data, input data, and outputs are handled, stored, and protected.
Integration & Infrastructure Security
Evaluation of how AI systems connect to organizational data, applications, and networks.
Giving You The Competitive Advantage
OnDefend AI deployment and control assessments are designed to deliver clear, defensible insight by combining operator expertise, intelligence-driven prioritization, and practical outcomes that organizations can act on with confidence.
Elite Security Practitioners
Our team combines deep cybersecurity expertise with applied knowledge of AI systems, enabling thorough and contextually relevant assessments.
Security-First AI Perspective
We evaluate AI systems through an attacker’s lens, not just through a compliance checklist, to identify realistic risks and control gaps that matter.
Executive-Ready and Practitioner-Usable Outputs
Clear reporting for leadership with actionable guidance for technical and governance teams to execute remediation efficiently.
Prioritized Remediation Roadmap
Findings are organized by risk severity and business impact so you can address the most critical AI exposures first.
Beyond Checkbox Compliance
We go beyond policy documentation to evaluate whether AI controls actually work in your environment.
Our Team
Partners with Yours
Our team partners with yours to understand your AI deployment strategy, data environment, and governance objectives, delivering expert guidance and actionable insight that ensures AI innovation is matched by appropriate security and oversight.
Resources
Explore our comprehensive resource collection to enhance your organization’s security posture and stay ahead of potential threats.
TikTok Partnership
HaystackID and OnDefend are furthering security of the TikTok U.S. platform & app.
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Risk Assessment FAQs
What is an AI deployment and controls assessment?
A structured evaluation of the security, governance, and privacy controls surrounding your AI systems to identify risks and ensure responsible, secure deployment.
Why does AI require its own security assessment?
AI systems introduce unique risks including model manipulation, unintended data exposure, and governance gaps that traditional security assessments are not designed to address.
What types of AI systems do you assess?
We assess a broad range of AI environments including LLM integrations, predictive models, decision-support systems, and AI-enabled applications.
Assess Your Risk
Understand your real exposure with guidance from security experts.
