About BeneDoc
Helping healthcare innovation move at the speed of science—not bureaucracy
Our mission is to simplify regulatory paperwork for healthcare & medical innovators so they can focus on creating a safer, healthier world.
How We Build
LLMs may achieve expert-level competency in long-document reasoning over enormous context windows—but that does not mean we should cut out human judgment. The stakes are too high when it comes to patient safety and health. Our platform is guided by three non-negotiable design principles.
AI is a power tool, not an autopilot.
We design around human-final workflows, focusing on helping humans automate away the tedium. We expedite expertise, rather than replacing it.
The strictest of guardrails are required when it comes to compliance in healthcare.
We restrict generative intelligence by mapping it to the structured data of relevant guidances, statutes, and filings.
We build on an open-source core.
This ensures that the "source code" of regulation belongs to the innovators, not the gatekeepers. We democratize access to the foundational logic of compliance by providing an affordable map that grows with your company's knowledge. Every hour spent in BeneDoc helps you build a portable company asset, rather than siphoning away your knowledge with data-stealing lock-in.
Meet the Founders
Bryan Gilbert Davis, CEO
Former CTO and co-founder of Centari (Series A $14M). Bryan previously led ML and AI projects with teams of 4+ at Indeed, Meta, Nextdoor, and Tribe. He is a technical entrepreneur with expertise in architecting and scaling AI data pipelines.
Logan Stokols, Ph.D.
CTO. Mathematician (fluid dynamics, topologies) and technology entrepreneur. Former Research Professor at Duke University. Ph.D. in Mathematics from UT Austin.
Advisory Team
Dr. Jeffrey Stringer
Distinguished Professor at UNC School of Medicine. Founder of RealOB, a pioneering maternal health technology platform.
Sarah Dulson, Ph.D.
Regulatory Scientist at Rho. Ph.D. in Immunology with extensive experience in FDA submissions (INDs, NDAs, BLAs, 510(k)s, PMAs). Over a decade in regulatory affairs and clinical trial design.
Scott Alexander
Psychiatrist and founder of Astral Codex Ten (ACX). Supporter of innovative healthcare solutions and medical technology democratization through the ACX Grants program.
Jessica Mavadia-Shukla, Ph.D.
Principal Consultant at RS & HS Solutions, LLC. Director of Regulatory Strategy & Health Sciences at NuraLogix. Former Director of MDDT at CDRH, with 8+ years as an FDA regulatory reviewer.
Our Story
From Research to Reality
When creating SaMD and software for medical devices, we have seen talented researchers and entrepreneurs struggle—even when they had safe, validated technological breakthroughs. We realized how important it is to design regulatory strategy from day one.
Consultants First
Our company began as a consultant company that offered software services.
Product Idea
We saw how mired in paperwork health innovation can be. We decided to develop a product to solve the problem.
Targeting a Problem
We knew we wanted to create a solution to the most obvious problem: a proprietary application format that stagnated workflows and created unnecessary work.
Commitment to Knowledge Sharing
Our core product, an FDA submissions builder, will soon be released as an open-source infrastructure—not another proprietary silo.
Our Vision
Compliance as Code. Innovation at Scale.
We envision a world where compliance is the source code for better, safer innovation.
Minimize the bureaucracy, maximize the science.
We believe that in a truly rigorous system, implementing safety and documenting can converge. We bridge the gap, so that compliance can be transformed from an opaque process into a transparent and machine-readable infrastructure.
The living source code of compliance.
Regulatory safety is not static. It exists as a living history of edge cases, interpretations of guidances, legal precedent, committee judgments, and administrative implementation. We aspire to make every signal—from communication-based learnings to case-based safety updates—immediately accessible and legible.
Democratized regulatory knowhow is a public good.
We ensure that public benefit—not political influence—is the primary driver of market access. We empower true innovators with the regulatory intelligence they deserve. We believe the path to ROI should be paved by those who provide a net benefit to society—not those who have simply mastered the art of regulatory capture.
Our Core Mission
We're building the tools that will help the next generation of medical device innovators bring their products to market faster and more efficiently.
- 1
Simplify Compliance
ransform regulatory compliance from an opaque process into transparent and machine-readable infrastructure.
- 2
Accelerate Innovation
Help medical technology startups move from concept to market faster.
- 3
Enable Better Healthcare
By removing regulatory barriers and reducing costs, we enable innovators to focus on creating safer, more effective medical technologies.