Your organization has already embraced AI — chatbots, ML models, generative AI tools, AI-powered
applications. But most organizations discover their AI vulnerabilities only after breaches, data leaks,
or compliance violations expose them. AI cybersecurity posture assessment addresses a
fundamentally different challenge than readiness assessment — examining the security of AI
systems already in production.
Adversaries extract sensitive data, bypass controls, and manipulate AI decisions through carefully crafted prompt injection techniques.
Proprietary models representing hundreds of millions in R&D investment can be stolen through API exploitation and inference attacks.
Sensitive PII, PHI, PCI data, and intellectual property embedded in training data can be exfiltrated from production AI systems.
Attackers manipulate AI decisions through adversarial inputs that evade detection, altering outputs while appearing legitimate.
EU AI Act, GDPR, HIPAA, PCI DSS extend to AI systems. Non-compliant production AI creates immediate regulatory risk.
Unauthorized AI tools deployed across teams create unmonitored attack surfaces that traditional security assessments miss.
15-20 critical vulnerabilities discovered on average in production AI systems during security assessments. Most go undetected by traditional penetration testing firms without AI expertise.
We deliver a complete transformation of your SOC by integrating AI agents that perform
analyst duties across the entire lifecycle.
The EU AI Act establishes direct security requirements for high-risk AI systems. Regulators now actively examine AI security during audits.
What were academic demonstrations 12–18 months ago are now readily available exploitation tools. Adversaries weaponize prompt injection, model extraction, and adversarial attacks at scale.
Customers demand evidence of AI security before sharing data. Partners require validation before integration. Investors scrutinize AI posture during due diligence.
higher costs when vulnerabilities are addressed post-breach compared to proactive assessment. Assessment at $30K–$175K prevents losses orders of magnitude larger.
Gruve’s AI cybersecurity posture assessment provides rapid, expert evaluation of production AI
system security through hands-on vulnerability testing, threat simulation, and comprehensive
security analysis. Our cybersecurity specialists conduct adversarial testing combining
automated scanning with expert manual assessment to uncover AI-specific vulnerabilities that
traditional security assessments miss.
Comprehensive identification of all deployed AI systems including customer-facing chatbots, internal AI tools, AI-powered applications, custom models, and shadow AI usage, with risk prioritization.
Hands-on testing for prompt injection vulnerabilities, jailbreak techniques, input validation bypasses, output manipulation, business logic exploitation, and authentication/authorization flaws.
Assessment of model extraction vulnerabilities, adversarial attack resilience, training data access controls, model theft prevention, backdoor detection, and inference attack resistance.
Cloud configuration review, network segmentation testing, secrets management assessment, API security analysis, access control validation, and encryption verification.
Sensitive data discovery (PII/PHI/PCI/IP), access control validation, data leakage testing, privacy control verification, retention compliance, and data sovereignty evaluation.
EU AI Act compliance assessment, NIST AI RMF alignment, industry regulation verification (HIPAA, PCI DSS, SOC 2), audit trail evaluation, and regulatory risk quantification.
Two engagement options designed for different needs, from rapid risk identification to
exhaustive security validation.
3-day engagement
3–5 highest-risk systemsCore vulnerabilitiesConfiguration reviewSpot-checkGap highlights30-day actions10-day engagement
All deployed AI systemsExtensive all attack vectorsDetailed penetration testingComprehensive PII/PHI/PCI discoveryDetailed evidence collection12-month phased plan
Identify exploitable vulnerabilities in production AI systems before adversaries exploit them, with risk-prioritized findings enabling focused remediation.
Stop data breaches averaging $4.5M+ cost, prevent model theft and IP loss, block sensitive data exfiltration, and protect against operational disruption.
Verify EU AI Act compliance with auditor-ready evidence, validate NIST AI RMF alignment, confirm industry requirements (HIPAA, PCI DSS, SOC 2).
Demonstrate AI security to customers, pass partner security reviews, satisfy investor due diligence, and differentiate through verified security posture.
Specific technical remediation steps for each vulnerability, implementation guidance preserving AI functionality, effort estimates, and risk-based prioritization.
$4.5 average breach cost — and AI-specific incidents where model theft can represent hundreds of millions in R&D investment loss. Proactive assessment is a fraction of the cost.
Our cybersecurity specialists combine deep AI/ML knowledge with offensive security expertise. We understand both the AI stack and the attack techniques, unlike generic pen-test firms that miss AI-specific vectors.
Platform-independent security testing across all AI frameworks, cloud providers, and deployment architectures. We assess your actual environment, not a synthetic test setup.
Non-disruptive assessment methodology designed for live production systems. We identify exploitable vulnerabilities without impacting availability, performance, or data integrity.
An AI cybersecurity posture assessment is a comprehensive security evaluation of AI systems already deployed in production. Unlike readiness assessments that evaluate preparedness for future AI adoption, posture assessments examine the security of live AI systems, identifying exploitable vulnerabilities, exposed data, misconfigurations, and compliance violations that exist right now.
Standard penetration testing firms typically lack AI-specific security expertise and miss critical AI attack vectors like prompt injection, model extraction, adversarial attacks, and training data leakage. Our assessment combines automated scanning with expert manual testing specifically designed for AI systems.
No. Our assessment methodology is specifically designed for live production systems. We conduct non-disruptive testing that identifies exploitable vulnerabilities without impacting the availability, performance, or data integrity of your AI applications.
We are technology-agnostic and platform-independent. We assess AI systems built on any framework (TensorFlow, PyTorch, OpenAI, Anthropic, custom models), deployed on any cloud (AWS, Azure, GCP, on-premise), and serving any use case.
Our compliance validation covers EU AI Act requirements, NIST AI Risk Management Framework alignment, and industry-specific regulations including HIPAA, PCI DSS, SOC 2, and GDPR as they apply to AI systems.
Foundation posture assessment: 3 days, $30,000–$50,000, covering 3–5 highest-risk AI systems. Comprehensive posture assessment: 10 days, $85,000–$175,000, covering all deployed AI systems with extensive testing and a 12-month remediation plan.
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