Specialized Response for Every AI & Data Crisis
QI Labs brings boutique depth across the full spectrum of AI and data emergencies. From rapid incident containment to governance frameworks, we deliver independent expertise without vendor conflicts or empire-building incentives.
Our Six Core Services
AI Incident Response
Rapid containment, investigation, and remediation of AI system failures. When your AI model produces harmful outputs, gets jailbroken, or experiences a critical failure, we mobilize within 24 hours to diagnose the problem, contain the damage, and chart a path to remediation.
What's Included:
- System forensics & root cause analysis
- Impact assessment across systems & users
- Regulatory notification support
- Remediation priority matrix
Typical Timeline: 24-72 hours for initial assessment
Learn More →Data Breach Assessment
Independent forensic analysis of data exposures, breach scope, and remediation obligations. When unauthorized access or data exfiltration occurs, we provide objective forensic findings within 48 hours, mapping regulatory obligations and identifying every affected party.
What's Included:
- Comprehensive scope mapping & forensics
- Root cause analysis & timeline
- Regulatory obligation mapping (GDPR, etc.)
- Affected party identification
Typical Timeline: 48 hours for initial findings
Learn More →AI Governance Advisory
Framework design and gap assessment for AI regulatory compliance. We help you build governance structures that satisfy the EU AI Act, board requirements, and internal stakeholder needs—without cargo-cult compliance theater.
What's Included:
- AI portfolio risk classification & mapping
- Policy design & framework documentation
- Governance structure design
- Compliance roadmap & implementation plan
Typical Timeline: 1-3 weeks
Learn More →LLM Bias & Fairness Audits
Comprehensive evaluation of language model bias, hallucination risks, and fairness across protected characteristics. Ideal for customer-facing systems, hiring/lending models, healthcare AI, and content moderation where bias carries real consequences.
What's Included:
- Bias testing across protected characteristics
- Hallucination benchmarking & assessment
- Fairness metrics & disparity analysis
- Remediation recommendations & ranking
Typical Timeline: 5-10 days
Schedule Assessment →Regulatory Compliance Assessment
Readiness evaluation for EU AI Act, GDPR, and sector-specific AI regulations. We map your current state against regulatory requirements, identify gaps with risk prioritization, and provide a concrete roadmap to compliance.
What's Included:
- Regulation mapping & applicability analysis
- Compliance gap identification & prioritization
- Current-state risk assessment
- Regulatory submission support & strategy
Typical Timeline: 2-4 weeks
Schedule Assessment →AI Risk Quantification
Financial modeling of AI-related risks and liability exposure for board reporting, insurance, and M&A. We translate AI risks into financial terms that boards, investors, and insurance partners understand.
What's Included:
- Scenario modeling & probability assessment
- Financial impact quantification
- AI risk register development
- Board-ready reporting & visualization
Typical Timeline: 2-3 weeks
Schedule Assessment →How to Choose Your Service
You Have an Active Crisis
Your AI model is producing harmful outputs, a data breach was just discovered, or you're facing regulatory pressure right now.
Start with: AI Incident Response or Data Breach Assessment
You Need Regulatory Readiness
EU AI Act compliance deadlines are approaching, your board is asking questions about AI governance, or you're preparing for an audit.
Start with: AI Governance Advisory or Regulatory Compliance Assessment
You Want to Prevent Incidents
You're deploying new AI systems, handling sensitive data, or want assurance that your existing AI won't cause problems.
Start with: LLM Bias & Fairness Audits or AI Risk Quantification
All Engagements Include
Strict Confidentiality
NDA protection on all findings, with no information shared without your explicit consent.
Encrypted Communications
All sensitive data transmitted and stored with enterprise-grade encryption and secure channels.
Senior Experts Only
Your engagement is led and executed by senior practitioners, not junior staff or offshore teams.
Regulatory-Grade Reports
Findings delivered in formats suitable for regulators, legal teams, and insurance partners.
Post-Incident Support
We don't disappear after delivery. Available for implementation questions and regulatory follow-up.
Why QI Labs?
| Capability | QI Labs | Big 4 Consulting | Vendor PS Teams |
|---|---|---|---|
| Speed | 24-hour response | 3-4 week mobilization | Depends on ticket queue |
| Independence | No vendor conflicts | Independent | Vendor incentives embedded |
| AI Specialization | AI-native boutique | Generalist consulting | Vendor-specific |
| Cost Transparency | Fixed-price engagements | T&M with unknowns | Hidden in support contracts |
| Senior Experts | Always senior-led | Mix of experience levels | Junior staff typical |
Not Sure Which Service You Need? Let's Talk.
Tell us about your situation. We'll recommend the right service mix in a 20-minute conversation.
Schedule Consultation