Reference Deep-Dives
Comprehensive guides on research methodology, tools, and best practices. Written for practitioners who need depth, not summaries.
7 Reference Deep-Dives
AI-on-AI Fraud Detection: Catching LLM-Mediated Respondents
AI-on-AI fraud detection methodology: dynamic challenge probes, context tests, TTS artifact detection, coherence drift analysis. Catches LLM-mediated respondents.
HIPAA Safe Harbor De-Identification: 18 Identifiers Reference
The 18 HIPAA identifiers, the Safe Harbor methodology, and what most generic AI research tools get wrong about de-identification in healthcare research.
BAA Checklist for Research Vendors: 12 Pharma Compliance Items
BAA checklist for research vendors: 12 specific items pharma compliance teams check, and why most generic AI research tools fail. The procurement-floor reference.
IRB vs. QI: When Healthcare Research Needs IRB Review
IRB vs QI: Common Rule research definition, QI exemption framework, and 4-axis determination healthcare insights teams use to decide IRB review.
PHI in the Qual Research Pipeline: 4 Points and Controls
PHI in the qual research pipeline surfaces at four points — screener, recordings, transcripts, panel lists — each requiring architectural controls.
State Health Privacy Laws Beyond HIPAA for Research Vendors
State health privacy laws beyond HIPAA: Washington's My Health My Data Act, California's CMIA, New York's SHIELD Act, and state-by-state consumer health privacy provisions.
Sunshine Act / Open Payments Handling for Research Vendors
Sunshine Act / Open Payments handling for research vendors: default-blinded studies, NPI capture at intake, CMS-format export — and what most generic AI research tools miss.
Put This Research Into Action
Walk through your research backlog with the founder. Compliance team welcome — we cover BAA, HIPAA, US data residency, and Sunshine Act handling on the call.
Walk through your research backlog and see a sample compliant deliverable.
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