Scale fast without the compliance debt
Healthcare — Digital Health & Telemedicine
What the compliance landscape actually demands.
Digital health regulatory classification is the foundational question that every technology and architecture decision depends on, and it is one that most digital health companies answer incorrectly or too late. The FDA's Software as a Medical Device framework determines when health software meets the definition of a medical device — and the classification drives the regulatory pathway. A wellness application tracking general fitness metrics is not a medical device. A clinical decision support tool that analyzes patient-specific data to recommend a specific treatment is likely a Class II device requiring 510(k) clearance. The line is drawn on intended use, patient population, and clinical significance — and the engineering architecture on the correct side of that line is fundamentally different from the architecture on the wrong side. For systems below the SaMD threshold, HIPAA applies only to Business Associates and Covered Entities — but the FTC Health Breach Notification Rule fills the gap for consumer-facing health apps that collect personal health information without operating as HIPAA-covered entities. State health data privacy laws are proliferating: California's My Health MY Data Act (effective March 2024) and Washington's equivalent create health data privacy rights that go beyond HIPAA for consumer health data and apply to companies that HIPAA does not cover, with private rights of action that create litigation exposure independent of regulatory enforcement.
Digital health companies treating HIPAA as a legal review rather than an architectural requirement are building a compliance debt that will surface during their Series B technical due diligence.
Digital health companies move fast. Regulators move faster. Teams that build telehealth and remote monitoring platforms need compliance architecture from day one — not a remediation sprint before their Series B audit.
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The digital health market produced a generation of products with compliance debt baked in. Companies that raised Series A capital between 2019 and 2022 often launched HIPAA-adjacent products where legal counsel provided a BAA template but no engineer examined the technical safeguard requirements. Now those companies face Series B due diligence from institutional investors whose technical advisors have read enough HIPAA breach headlines to ask specific, architectural questions: How is PHI encrypted at rest and in transit? What does the audit trail capture? How is access controlled at the API layer? How does the breach notification process work? The companies that cannot answer those questions without an emergency remediation sprint are discovering that compliance retrofit costs more than the original build — and that it delays fundraising timelines that were already compressed. The FTC has added enforcement pressure: the 2023 actions against telehealth companies sharing health data with advertising platforms established that consumer health data practices that were standard in 2021 are now enforcement targets. The California Privacy Protection Agency has shown it will bring actions against companies whose data practices satisfied legal review at launch but don't satisfy current enforcement expectations.
How We Approach Digital Health & Telemedicine
The Algorithm approaches digital health engagements by establishing regulatory classification at the project kickoff, before any architecture decisions are made. If the product sits below the SaMD threshold and handles PHI, HIPAA technical safeguards are built into the infrastructure layer — encryption, access controls, audit logging, and breach detection capabilities are infrastructure decisions, not application features. If the product approaches SaMD territory, the architecture accommodates the additional documentation and quality system requirements without requiring a rebuild when FDA classification is confirmed. FHIR R4 APIs are the integration standard for any system that exchanges clinical data — with SMART on FHIR authorization for patient-directed access that satisfies both ONC information blocking requirements and patient data access rights under applicable state law. Consent management is implemented as a proper technical system — not a pop-up overlay — with consent records stored, audit-trailed, and propagated to downstream systems including third-party processors. State health data privacy compliance is addressed at the architecture level for the jurisdictions the product operates in, with data deletion workflows that actually work across all data stores.
What Success Looks Like
A successful engagement delivers a digital health product that passes investor technical due diligence without a compliance remediation requirement. HIPAA technical safeguards are documented and demonstrable. The audit trail captures PHI access events with individual accountability. Breach detection and notification capabilities are tested and operational. FHIR APIs satisfy ONC information blocking requirements and enable clinical integration partnerships. Consent management satisfies California CMIA and applicable state law. The company can answer every compliance question a Series B investor's technical advisor asks without scheduling an emergency engineering sprint. FDA SaMD classification has been analyzed, documented, and the architecture is positioned for whatever regulatory pathway the product requires.
Duration: 8 - 16 weeks
Output: Production system + audit documentation
A digital health company scaling past Series A typically engages at Tier I — compliance architecture before the Series B audit.
What We Deploy in Digital Health & Telemedicine
Healthcare — Digital Health & Telemedicine Compliance Assessment
A structured checklist for evaluating your AI and software vendor's readiness across the key regulatory frameworks in Healthcare. Free — no email required.
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