Insights

References that inform the work.

US Health Strategy Group advisory draws on published clinical literature, market research, regulatory guidance, and healthcare policy. Original analysis and selected references are listed here for transparency.

Articles

The Structured Commercial Strategy Framework for Cleared Medtech

FDA clearance is a regulatory event, not a commercial one. This framework identifies the five structural components of a medtech commercial strategy that connects regulatory reality to clinical workflow and adoption.

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Why 95% of Healthcare AI Deployments Fail Before Scale

Digital health and healthcare AI products are failing at the adoption stage, not the clinical validation stage. The failure is structural, predictable, and preventable. Here is what drives it.

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Building a Compliant KOL Network: What Medtech Companies Get Wrong

Sunshine Act reporting, OIG fair market value guidance, and regulatory scrutiny have made KOL engagement a discipline with material legal exposure. Most medtech KOL programs are not built to manage it.

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Prior Authorization Infrastructure as Physician Support

CMS-0057-F is in effect. Physicians are navigating an authorization environment that was designed without them. Device companies that build support infrastructure before launch are choosing whose problem this is.

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Reference library

Market Sizing

Peripheral Nerve Stimulation Market Report

Global PNS market projected at $780M+ in 2026, 8 to 11% CAGR through 2030. Driven by neuromodulation adoption in chronic pain and non-opioid alternatives.

Grand View Research · 2024
Market Sizing

Global KOL Management Market

Global KOL management market estimated at $87.4B in 2026 with a 9.8% CAGR. Driven by increasing complexity of physician engagement in medtech and pharmaceutical sectors.

Future Market Insights · 2026
Commercialization Strategy

Medtech Go-to-Market: Clinical vs. Commercial Alignment

Deloitte Life Sciences analysis showing companies that integrate clinical and commercial strategy in year one achieve market adoption significantly faster than those that sequence them.

Deloitte Global Life Sciences Outlook · 2023
KOL Infrastructure

Physician Engagement and Fair Market Value Compliance

OIG guidance and Sunshine Act reporting requirements for company-physician financial relationships. Applicable to speaker programs, advisory boards, and consulting agreements.

Office of Inspector General, DHHS
Healthcare AI

FDA AI/ML-Based Software as a Medical Device Action Plan

FDA framework for the development and oversight of AI/ML-based software as a medical device. Foundational for companies pursuing responsible adoption pathways.

U.S. Food & Drug Administration · 2021
Veteran Health

VA MISSION Act Community Care Implementation

Veterans Affairs community care regulations and network adequacy requirements under the MISSION Act. Relevant to any device or digital health solution targeting the VA ecosystem.

U.S. Department of Veterans Affairs · 2019 to present