Why Choose BeaconShield Labs
Expert-led AI safety for companies where AI failures have catastrophic consequences
Why AI Safety Can't Be an Afterthought
Real AI failures from the past 18 months (public record)
Bank Lost $440M to Biased AI
Major financial institution paid $440M in settlements after their AI lending model discriminated against protected classes. They had not tested for demographic bias.
Source: Bloomberg, 2023
Lesson: Comprehensive bias testing across all protected demographics is non-negotiable.
Trading AI Lost $2.3M in 15 Minutes
Hedge fund's AI trading system was manipulated by adversarial inputs during market volatility. No adversarial testing had been conducted.
Source: Financial Times, 2024
Lesson: Red team your AI systems before adversaries do.
FDA Delayed AI Device 18 Months
Medical device company's FDA application was delayed 18 months because they couldn't demonstrate AI safety testing across patient populations.
Source: MedTech Dive, 2024
Lesson: Regulators require documented evidence of AI safety testing.
Failed ATO Audit - $50M Contract on Hold
Defense contractor failed their Authority to Operate audit because they couldn't demonstrate adversarial AI testing. $50M contract delayed 12 months.
Source: Defense News, 2023
Lesson: NIST AI RMF compliance requires comprehensive red team assessments.
Don't Be the Next Case Study
We help companies find and fix these issues before they become incidents.
Book Free Strategy CallWhat Sets Us Apart
We're not a generic consulting firm. We're AI safety specialists with deep domain expertise in high-stakes industries.
Deep Domain Expertise
Our team brings experience from leading financial institutions, defense contractors, and AI research organizations. We understand the specific threat models and regulatory requirements for your industry.
Battle-Tested Methodology
We use industry-standard frameworks and testing methodologies: 50+ attack vectors, 300+ test cases, proven effective across high-stakes AI deployments.
Regulatory Fluency
NIST AI RMF, SR 11-7, FDA AI/ML guidance, NERC CIP, GDPR, EU AI Act. We speak the language your auditors and regulators understand.
Rapid Results
Most critical issues are found in the first 48 hours. You get detailed reports with actionable remediation roadmaps, not generic recommendations.
Our Team's Expertise
We bring together specialists from the industries we serve. We've lived your problems.
Financial Services AI Risk
Former model risk managers and quantitative analysts from top-tier banks and hedge funds. Deep experience with SR 11-7, OCC model risk guidance.
Defense & Aerospace AI
Former defense contractor engineers and program managers. Extensive experience with NIST AI RMF, Authority to Operate processes, and federal AI safety requirements.
Healthcare & Pharma AI
Clinical researchers and regulatory specialists. Experience with FDA AI/ML guidance, HIPAA compliance, and clinical AI validation.
AI Security Research
Published researchers in adversarial machine learning, prompt injection, and AI safety. Contributors to industry-standard security frameworks.
How We Work
Understand Your Risk
We start by understanding your AI systems, use cases, regulatory requirements, and threat model. No generic checklists.
Test Systematically
Adversarial testing, bias detection, hallucination testing, performance degradation. 50+ attack vectors. 300+ test cases.
Deliver Actionable Results
Detailed findings, severity ratings, remediation roadmaps, and audit-ready documentation. You get clear next steps, not academic theory.
Industries We Serve
Specialized expertise in high-stakes sectors where AI failures have catastrophic consequences
Ready to Get Started?
Book a free 30-minute strategy call. We'll assess your AI risk profile and recommend the right approach—no sales pressure.
30-minute call • No obligation • Confidential • Fast response