Case Studies & Strategy

Platform Safety Analysis

In-depth compliance analysis and safety strategy across fintech, social media, e-commerce, rideshare, and AI. Every case study goes from problem identification to executive-ready remediation roadmap.

02 · FINTECH · CREDENTIAL SECURITY
Fintech Credential Safety Analysis

Identified a structural account takeover vulnerability at fintech registration flows affecting an estimated 25–41% of new accounts. Four-phase strategy covering UX, regulatory, and engineering dimensions — with cost-benefit analysis across GLBA, FTC, and CFPB.

GLBA Safeguards FTC Section 5 CFPB
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03 · E-COMMERCE · REGULATORY GAP ANALYSIS
E-Commerce Compliance Gap Analysis

Multi-agency compliance assessment of online sales channels across FDA, FTC, CPSC, and PACT Act frameworks. Identified 5 critical gap categories with a full remediation roadmap showing compliance investment is a fraction of total exposure.

9-Figure Exposure FDA PACT Act
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04 · RIDESHARE · SAFETY POLICY
Rideshare Platform Safety Assessment

Third-party assessment of safety policy enforcement, age verification controls, and consumer protection compliance across major rideshare platforms — informed by first-hand platform experience as an operator.

FTC Age Verification Consumer Protection
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05 · AI SYSTEMS · TRUST & SAFETY NEW
Context Manipulation & AI Safety Filter Bypass

Systematic analysis of how context reframing — through fictional framing, historical context, hypotheticals, and persona switching — bypasses AI content moderation across multiple generative AI platforms. Findings formally disclosed to platforms. Includes severity matrix, regulatory alignment with EU AI Act, and a four-phase remediation strategy.

EU AI Act FTC Section 5 Responsible Disclosure 4 Bypass Techniques
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4
Reframing techniques identified
2
Content categories affected
5+
AI platforms assessed
Formally disclosed to platforms
Regulatory Coverage

Frameworks & Standards

Analysis spans US federal, state, and international regulatory frameworks.

COPPA
Children's Online Privacy Protection Act
FTC Section 5
Unfair or Deceptive Acts and Practices
EU DSA
Digital Services Act
EU AI Act
AI Safety & Prohibited Practices
GLBA
Safeguards Rule (2023)
CFPB
Consumer Financial Protection
FDA / PACT Act
E-commerce product regulation
UK Online Safety Act
Platform safety obligations