AI Security & Compliance

AI without security is a liability. At Spundan, we help enterprises build and operate AI systems that are not only powerful — but provably secure, fair, and compliant with the regulations that govern your industry.

From threat modeling and adversarial testing to governance frameworks and regulatory readiness, we embed security and compliance into every layer of your AI stack — so you can innovate with confidence and accountability.

Our AI Security & Compliance Offerings

AI Threat Modeling & Risk Assessment

Identify and prioritize security risks across your AI pipeline — from data poisoning and model inversion attacks to prompt injection and supply chain vulnerabilities — before they become incidents.

Adversarial Testing & Red Teaming

Simulate real-world attacks on your AI models — including jailbreaking, prompt injection, and evasion attacks — to uncover vulnerabilities and harden your systems before malicious actors do.

Regulatory Compliance Frameworks

Align your AI systems with GDPR, HIPAA, SOC 2, ISO 42001, and the EU AI Act — with gap assessments, policy documentation, and technical controls that satisfy auditors and regulators.

Data Privacy & PII Protection

Implement data minimization, anonymization, differential privacy, and access controls across your AI training pipelines and inference systems — protecting sensitive user data at every stage.

AI Governance & Policy Design

Design and implement AI governance frameworks — including model cards, risk registers, usage policies, and accountability structures — that bring transparency and control to your AI operations.

Bias Auditing & Fairness Assurance

Continuously audit your AI models for demographic bias, disparate impact, and fairness violations — with remediation strategies that ensure your AI treats all users equitably and ethically.

Our AI Security & Compliance Implementation Process

01
AI Security & Compliance Audit

We conduct a comprehensive audit of your existing AI systems, data flows, and governance practices — identifying security gaps, compliance exposures, and areas of highest risk.

02
Threat Modeling & Risk Prioritization

We map your AI attack surface and model potential threats — prioritizing risks by likelihood and business impact to focus remediation efforts where they matter most.

03
Regulatory Gap Assessment

We assess your AI systems against applicable regulations — GDPR, HIPAA, EU AI Act, and others — producing a clear gap report with prioritized remediation steps and timelines.

04
Security Controls Implementation

We implement technical security controls — input validation, output filtering, access controls, encryption, and audit logging — across your AI pipeline to neutralize identified threats.

05
Adversarial Testing & Red Teaming

We simulate adversarial attacks on your AI systems — prompt injection, jailbreaking, data poisoning, and evasion — validating that your defenses hold under real-world attack conditions.

06
Governance Framework & Documentation

We establish your AI governance framework — model cards, risk registers, usage policies, and accountability structures — creating the documentation trail required for audits and certifications.

07
Continuous Monitoring & Compliance Reporting

We implement ongoing security monitoring, bias auditing, and automated compliance reporting — keeping your AI systems secure, fair, and audit-ready as regulations and threats evolve.

Why Choose Spundan for AI Security & Compliance?

AI-Specific Security Expertise

We specialize in AI attack vectors — prompt injection, model extraction, data poisoning, and adversarial examples — going far beyond traditional cybersecurity to address threats unique to AI systems.

Multi-Framework Compliance

We navigate GDPR, HIPAA, SOC 2, ISO 42001, NIST AI RMF, and the EU AI Act simultaneously — ensuring your AI systems satisfy all applicable frameworks without duplicating effort.

Security by Design

We embed security from the very first line of your AI pipeline — not as an afterthought. This reduces remediation costs dramatically and builds systems that are secure from the ground up.

Regulated Industry Experience

Deep experience deploying AI in healthcare, finance, legal, and government sectors — where compliance isn't optional and the cost of failure is measured in more than just dollars.

Audit-Ready Documentation

We produce the complete documentation package — model cards, data lineage records, risk assessments, and policy frameworks — that regulators, auditors, and partners expect to see.

Proactive Threat Intelligence

We stay ahead of the evolving AI threat landscape — continuously updating our red teaming playbooks and security controls as new attack vectors and regulatory requirements emerge.

Frequently Asked Questions

AI systems introduce entirely new attack surfaces — prompt injection, adversarial inputs, model inversion, data poisoning, and membership inference attacks — that traditional security tools aren't designed to detect or prevent. AI security requires specialized expertise in both machine learning and threat modeling to address these unique risks.

It depends on your industry and geography. Healthcare AI must comply with HIPAA. Financial AI faces GDPR and sector-specific regulations. The EU AI Act applies to high-risk AI systems in the European market. We conduct a regulatory mapping exercise as part of our engagement to identify exactly which frameworks apply to your specific AI use cases.

Yes. We provide end-to-end audit preparation — gap assessments, remediation implementation, policy documentation, model cards, risk registers, and mock audit walkthroughs — ensuring your AI systems and governance practices are fully ready when regulators or auditors come knocking.

Ready to Secure Your AI and Stay Ahead of Compliance? Let's Talk.

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