AI Safety You Can Trust
We help high-stakes companies build, test, and deploy AI systems that work reliably in the real world.
BeaconShield Labs is a specialized AI safety consultancy focused on one thing: ensuring your AI systems are safe, reliable, and compliant before they reach production.
Our Mission
Build AI you can defend to your CEO, your board, your customers, and your auditors.
We exist because AI systems are being deployed faster than safety practices can keep up. Companies are under pressure to ship AI features quickly—but without rigorous testing, red teaming, and evaluation systems, those features become liabilities.
The BeaconShield Labs Difference
We don't just audit your AI systems and hand you a report. We build automated evaluation pipelines, conduct adversarial red teaming, validate RAG accuracy, and deliver compliance-ready documentation—so you can deploy AI with confidence, not anxiety.
Our Core Values
Safety First
We believe AI safety isn't a checkbox—it's a continuous commitment to building systems that work reliably in the real world.
Precision Testing
Our evaluations are thorough, methodical, and grounded in battle-tested frameworks like Promptfoo, RAGAS, and DeepEval.
Partnership Approach
We work alongside your team—not as an outsider auditing from a distance, but as a trusted partner invested in your success.
Continuous Improvement
AI systems evolve. We build automated testing pipelines that catch regressions before they reach production.
Our Expertise
We specialize in the hardest problems in AI safety, testing, and compliance.
LLM Red Teaming
- Prompt injection & jailbreak testing
- Adversarial role-flip scenarios
- Multi-turn coercion analysis
- Policy evasion detection
AI Safety & Compliance
- EO 14110 & NIST AI RMF alignment
- HIPAA, MRM, and enterprise governance
- Safety scoring & documentation
- Bias & fairness audits
RAG System Validation
- RAGAS scoring & retrieval analysis
- Grounding validation
- Hallucination detection
- Context alignment testing
Automated QA Pipelines
- CI/CD-integrated test suites
- Regression testing automation
- Multi-model comparison
- Drift detection & monitoring
Data Security Testing
- PHI/PII leakage detection
- Source metadata exposure
- Internal log leakage
- Private instruction extraction
Documentation & Governance
- Model Cards & System Cards
- Compliance evidence packages
- Safety audit reports
- Risk assessment documentation
Industries We Serve
We work with organizations where AI failures have serious consequences.
Asset Management & Hedge Funds
Hedge funds, asset managers, and quant trading firms requiring AI model risk management, adversarial testing, and SEC/FINRA compliance validation.
Private Equity & M&A
PE firms and M&A teams conducting AI due diligence on acquisition targets—identifying hidden liabilities, bias risks, and technical debt before closing deals.
Aerospace & Defense
Defense contractors, federal integrators, and aerospace companies deploying safety-critical AI systems requiring NIST AI RMF compliance and Authority to Operate (ATO) preparation.
Pharmaceutical & Biotech
Pharma, biotech, and medical device companies requiring FDA algorithm validation, clinical evaluation reports, and regulatory submission packages for AI systems.
Federal & Defense
Government agencies, DoD/DHS contractors, and federal integrators deploying AI in mission-critical systems requiring EO 14110 compliance and security clearances.
Critical Infrastructure
Utilities, energy grids, telecom, and water systems where AI failures have cascading real-world consequences and operational safety is paramount.
Financial Services
Banks, fintech, and insurance companies navigating Model Risk Management (MRM) 2.0, AI governance frameworks, and financial regulatory compliance.
Healthcare AI Safety
Hospitals, EHR vendors, and MedTech startups handling PHI, clinical decision support systems, and HIPAA-compliant AI applications in patient care.
What Makes Us Different
We're not generalist consultants. We're AI safety specialists.
Deep Technical Expertise
Not just consultants—we're hands-on practitioners who build and test AI systems using the same tools you do: Promptfoo, RAGAS, DeepEval, and custom red-teaming frameworks.
High-Stakes Experience
We specialize in environments where AI failures aren't just embarrassing—they're catastrophic. Federal, utilities, healthcare, finance.
Compliance-Ready Documentation
Every engagement delivers audit-ready documentation: Model Cards, System Cards, safety reports, and compliance evidence packages.
Automated, Scalable Testing
We don't just test once and disappear. We build automated evaluation pipelines that continuously validate your AI systems as they evolve.
Founder-Led Consulting
You work directly with the principal consultant—no junior staff, no delegation, no dilution of expertise.
Confidential & Pragmatic
We understand that AI safety work often involves sensitive data and proprietary systems. Everything is confidential, and our recommendations are always pragmatic and actionable.
Our Story
AI Safety Was an Afterthought
Companies were racing to deploy LLMs, but testing was ad-hoc. Red teaming was manual. Evaluations were inconsistent. Compliance was reactive.
BeaconShield Labs Was Founded
We set out to build the AI safety practice we wished existed: rigorous, automated, compliance-ready, and designed for high-stakes environments.
Trusted by Mission-Critical AI Teams
We now work with federal contractors, critical infrastructure operators, financial institutions, healthcare systems, and AI-first startups who can't afford to get it wrong.
Building AI You Can Trust
As AI systems grow more powerful and pervasive, the need for rigorous safety testing only increases. We're here to ensure that AI serves humanity responsibly.
Who We Work With
Our clients range from federal contractors to AI-first startups—but they all share one thing in common: they can't afford AI failures.
Attack vectors tested per standard audit
Test cases in comprehensive evaluation framework
Days to deliver rapid AI safety audit and recommendations
Typical Clients Include:
Engineering leaders who need their AI systems tested before launch • Founders raising capital who need safety certifications • Compliance teams preparing for audits • CIOs in regulated industries deploying AI cautiously • DevOps teams building automated LLM testing pipelines
Why Choose BeaconShield Labs?
Specialized, Not Generalized
We only do AI safety. We don't build chatbots, train models, or consult on strategy. We test, red team, and validate AI systems—period.
Compliance-Ready
Every engagement includes audit-ready documentation that satisfies EO 14110, NIST AI RMF, HIPAA, MRM, and enterprise governance requirements.
Battle-Tested Frameworks
We use Promptfoo, RAGAS, DeepEval, and custom red-teaming engines—the same tools used by leading AI labs and enterprises.
Founder-Led
You work directly with the principal consultant. No handoffs, no junior staff, no diluted expertise.
Automated & Scalable
We build CI/CD-integrated test suites that continuously validate your AI systems as they evolve—no manual regression testing required.
Pragmatic & Actionable
We don't deliver 100-page reports full of theory. We deliver clear, prioritized action plans you can implement immediately.
Ready to Work Together?
Let's discuss your AI safety needs and see if we're a good fit.