QI Labs is your independent, AI-native emergency response squad. When enterprises face data incidents, AI governance crises, or regulatory scrutiny, we deliver rapid assessment, expert advisory, and hands-on intervention—without vendor conflicts or consultantware.
First penalties for non-compliance now in effect
Without rapid assessment and governance frameworks
Speed of incident response directly impacts costs
From rapid incident containment to regulatory-grade assessments, we cover the full spectrum of data and AI crises.
Rapid containment of AI system failures, model poisoning, adversarial attacks, and emergency mitigation for LLM-based services experiencing failure modes or harmful outputs.
Learn more →Independent forensic analysis of data exposures, breach scope determination, impact assessment, and regulatory notification strategy for suspected or confirmed incidents.
Learn more →Framework design, gap assessment, and policy development for AI regulatory compliance including EU AI Act, GDPR, and sector-specific governance requirements.
Learn more →Comprehensive evaluation of language model bias, hallucination risks, fairness across demographic groups, and alignment assessment for enterprise LLM deployments.
Learn more →Readiness evaluation for EU AI Act, GDPR, SEC AI disclosures, and sector-specific AI regulations with gap analysis and remediation roadmaps.
Learn more →Financial modeling of AI-related risks, liability exposure quantification, scenario analysis, and board-level risk reporting for decision makers.
Learn more →We're built different. Here's why enterprises trust us when it matters most.
No vendor affiliations. No software licensing partnerships. No conflicts of interest. Our advice serves only your interests, not a broader business agenda.
Built for the AI era. We speak fluent LLMs, RAG systems, agentic AI, modern ML pipelines, and the unique risks they introduce.
No bureaucracy. No approval chains. Senior experts on your case within hours, not weeks. When crises happen, time is everything.
Reports that withstand regulatory scrutiny, legal discovery, and board examination. Documentation designed for the highest stakes.
Our proven five-step methodology ensures rapid, thorough, actionable response to your emergency.
< 2 hours
We receive your brief, sign NDAs, and assign your dedicated response team of senior experts with deep experience in your specific incident type.
24-48 hours
Deep technical and governance analysis of your specific situation. We map the incident scope, identify root causes, and assess immediate risks and regulatory implications.
48-72 hours
Clear, actionable recommendations with risk-ranked prioritization. Delivered as executive briefing and detailed technical report with implementation roadmap.
Ongoing
Hands-on assistance implementing remediation with your internal team. We guide implementation, validate fixes, and coordinate with regulatory authorities as needed.
Post-incident
Hardening of systems, governance framework development, and preventive measures to reduce recurrence risk. Building institutional resilience for the future.
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Assessments Delivered
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Decision-makers from the world's most regulated industries rely on QI Labs.
"QI Labs identified critical data governance gaps that our internal team missed for years. Their independent assessment and detailed report directly prevented an estimated €2.3M regulatory fine from EU AI Act enforcement."
"When our generative AI system started producing biased outputs at scale in production, QI Labs contained the incident, audited the model, and helped us redesign our safety guardrails—all within 72 hours. Incredible expertise and speed."
"The most credible independent AI assessment we've received. No vendor bias, no upselling competing platforms, no implementation partnership conflicts. Just pure expert analysis delivered with integrity."
Quick answers to common questions about QI Labs and our emergency response capabilities.
Any situation where AI systems are failing, producing harmful outputs, have been compromised, or where you face imminent regulatory action related to data or AI qualifies as an emergency. This includes data breaches, LLM bias incidents at scale, model poisoning attacks, AI system failures, regulatory investigations, and governance gaps discovered during audit. If you're unsure whether your situation qualifies, contact us—we offer a free 15-minute triage call to assess urgency and determine next steps.
Our emergency intake process begins within 2 hours of first contact. For critical incidents flagged as severity-1, a senior expert is briefing you within 4 hours. Full incident assessment typically completes within 24-72 hours depending on incident scope and complexity. We maintain 24/7 emergency contact availability—call our emergency line anytime, and you'll reach a real person within 30 minutes.
Unlike traditional consultants or vendor professional services teams, QI Labs is 100% vendor-neutral and AI-specialized. We don't sell software, don't have implementation partnerships with cloud providers or software vendors, and aren't incentivized to recommend specific platforms. Our only product is independent expertise. This means our recommendations are driven solely by your needs, not by broader business relationships or revenue targets.
Whether you're in crisis now or building resilience for tomorrow, QI Labs has the expertise to help. Schedule a confidential assessment today.
All engagements are confidential. NDAs signed within the hour.