About BeneDoc
Research that holds up under scrutiny
BeneDoc is an agentic intelligence engine. It answers the two questions a professional cannot afford to get wrong: who am I dealing with, and what is the market doing. We compile what the public record says about a company, a counterparty or a professional, check every claim against the document behind it, and return a file that holds up. Our deepest work is on research pipelines and regulatory risk, where the two questions turn out to be one.
Our Story
From one record to the whole record
We started inside medical devices, where the answers a team chases for months already sit in public filings nobody had made queryable. Once we had built an engine that could read that record to a regulator's standard, it turned out the standard was the product.
We hit the wall in medtech.
Working with a university device program, we watched validated technology stall on questions the public FDA record could already answer, if anyone could read it whole.
So we made the FDA record legible.
We normalized the entire public device record, joined it to CMS reimbursement, provider registries, trials and patents, and built regulatory strategy, submissions and customer intelligence on top.
Then a due-diligence firm asked for the same rigor.
Their reports have to stand up to a regulator, and every sentence has to resolve to a source. The engine we had built for FDA filings went to work on corporate registries and court records.
Now it reads the public record end to end.
Business registries in eighteen countries, court dockets, regulatory filings, payments, publications and county records, resolved to the same entities and bound to the same provenance rules.
The standard used to require a large team.
Getting this right meant a bench of investigators or a regulatory department. The point of the engine is that the standard no longer depends on how many people you can put on it.
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.