Enterprise AI & Post-Quantum Risk — Explained, Prioritized, Actionable
AI PQ Audit helps CISOs and security leaders identify, prioritize, and explain emerging AI-driven and post-quantum risks in business terms — before those risks materialize into audit findings, compliance gaps, or board-level incidents.
Traditional security tools are excellent at finding vulnerabilities. They are far less effective at answering the harder questions executives now ask: Which risks actually matter, how fast they are evolving, and what decisions should leadership make next?
What CISOs Use AI PQ Audit For:
- Translate AI and quantum risk into board-ready business exposure
- Prioritize vulnerabilities based on real-world exploitability, not volume
- Prepare for post-quantum cryptography transitions without guesswork
- Demonstrate proactive governance over AI usage and emerging threats
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Q-Day Live Countdown
Countdown loaded from weekly AI analysis snapshot.
Cut Risk Noise by 90%
Fuse KEV + EPSS + CVSS + ATT&CK to focus only on exploitable vulns.
Board-Ready Analytics
PQRI with $ exposure, top drivers, and WoW deltas.
Compliance, Automated
Daily mapping to NIST 800-53, CIS, SOC 2, CNSA 2.0 PQC.
Blend KEV + CVSS + EPSS into one ranked queue with weekly deltas and optional exports to Jira, ServiceNow, Slack, and Splunk.
See DemoQ-Day + AI Threat Dashboard
Monitor immediate AI-driven risks and long-horizon quantum disruption in one view. Daily refresh of predictive insights.
Latest AI Threat Intelligence
2026-02-07 13:18 PDT**Today's Headline:** Why is Time-to-Exploit Collapsing? [AI Threat Review]
**AI Threat/Development:** The emergence of "just-in-time" AI-powered malware, as documented by Google's Threat Intelligence Group, indicates that nation-state actors are leveraging AI to optimize the timing and effectiveness of cyberattacks. **Enterprise AI Impact:** This development significantly heightens the risk for enterprise AI systems, as attackers can exploit vulnerabilities in real-time, leading to faster breaches and potentially devastating impacts on data integrity and operational continuity. The ability to deploy AI in operational campaigns means that traditional security measures may become obsolete, as adversaries can adapt their tactics dynamically. **Severity:** Critical **AI Security Actions:** 1. Implement continuous monitoring and anomaly detection systems that utilize AI to identify unusual patterns of behavior indicative of AI-powered attacks. 2. Conduct regular vulnerability assessments and penetration testing focused on AI systems to identify and mitigate potential weaknesses before they can be exploited. 3. Develop an incident response plan specifically tailored to AI threats, ensuring that teams are prepared to address and neutralize AI-driven attacks swiftly.*5 articles analyzed individually - view full intelligence for details*
Post-Quantum Cryptography Updates
2026-02-07 13:18 PDT**Today's Headline:** QuantX Labs and Adelaide University Finalize Resilient Optical Clock Research
**Quantum Advance:** The successful completion of resilient optical clock research by QuantX Labs and Adelaide University signifies a notable advancement in precision timing technology, which is critical for quantum computing systems and secure communications. **Crypto Impact:** Enhanced precision timing can improve the synchronization of quantum systems, potentially facilitating the development of quantum computers capable of breaking current cryptographic standards such as RSA, ECDSA, and TLS. As these systems become operational, the security of data encrypted with these algorithms will be at significant risk. **Timeline Threat:** The advancements in optical clock technology may accelerate the timeline for achieving practical quantum computing capabilities, potentially leading to Q-Day—when quantum computers can effectively break existing encryption—being closer than previously anticipated. Organizations should prepare for this shift as quantum capabilities evolve. **Migration Urgency:** Given the rapid pace of quantum advancements, organizations must prioritize the adoption of post-quantum cryptography (PQC) solutions. Immediate steps should include assessing current encryption methods, developing a migration strategy to PQC, and investing in research and partnerships that enhance quantum resilience to ensure data security in the face of emerging quantum threats.*5 articles analyzed individually - view full intelligence for details*
Compliance + Future-Proofing
Enterprise-grade controls aligned to FedRAMP, HIPAA, PCI, and NIST guidelines — designed to support compliance programs, not replace formal authorizations — but we go further by giving enterprises predictive resilience against both fast-moving AI and inevitable quantum disruption.
13 Audit Areas
Comprehensive scanning across domains, networks, devices, code, PKI, cloud, mobile, IoT, and blockchain
Proprietary AI Analysis
Advanced multi-AI orchestration with rigorous cross-validation and transparent scoring for enterprise-grade assessments
Compliance-Ready Controls
Control mappings to FedRAMP Moderate baseline, FIPS 140-2 requirements, FISMA, and NIST SP 800-53 Rev 5 (selected controls implemented; formal authorizations depend on customer environment and scope)
Quantum-Safe Platform
Ready to adopt NIST FIPS 203/204/205 standards (ML-KEM, ML-DSA, SLH-DSA) when required by regulations
How Predictive Defense Works
1) Upload & Configure
Domains, SBOMs, certs, configs, inventories, policies, and optional code.
2) Predictive Analysis
Four-engine consensus across AI threats + PQC risk with business impact.
3) Actionable Defense Plan
PQRI, remediation queue, playbooks, and control gap heatmaps.
Standards & Frameworks We Align To
- NIST SP 800-53 Rev 5
- FIPS 140-2 / 140-3
- CNSA 2.0 PQC
- CISA KEV
- SOC 2 & CIS Controls v8
References indicate alignment and mapping; no affiliation or endorsement is implied.