Autonomous AI workforce for PE roll-ups
Hey everyone! We’re Adrian and Richard and we’re building Doe
TL;DR
Doe deploys purpose-built AI inside private-equity-backed groups, starting with dental service organizations (DSOs). Our agents integrate deeply into legacy systems like practice management software, supplier portals, and email, handling procurement, approvals, scheduling, and analytics end-to-end, resulting in immediate EBITDA improvement and greater operational visibility.
The Problem
Right now, multi-site healthcare groups backed by private equity, like dental, veterinary, ophthalmology, and med spas chains, struggle because their critical operational data is trapped within disconnected systems, many of which don't offer reliable APIs or straightforward ways to extract accurate data. Information locked in outdated ERPs, legacy practice management systems, email inboxes, and non-standardized supplier websites creates countless hours of manual data collection and entry, resulting in inefficiencies, errors, and severely limited visibility into real-time profitability. Traditional automation has historically failed due to these complexities, and even impressive general-purpose AI tools like ChatGPT aren't designed to tackle such nuanced operational realities.
Our Solution
Doe solves this by embedding task-specific AI agents that leverage the unique capabilities of large language models (LLMs) to deeply understand and interact directly with these challenging, fragmented systems...even those without formal APIs. Our platform seamlessly connects to ERPs, legacy practice management systems, email inboxes, and supplier websites, autonomously managing procurement, inventory optimization, approvals, scheduling, compliance, and analytics. For example, procurement teams instantly know exactly which practices risk running low on critical supplies, automatically reorder inventory from approved suppliers at optimal pricing, and proactively address compliance issues without manual oversight. CFOs gain immediate visibility into real-time profitability across locations, pinpointing precisely where and why financial improvements can be made.
Our Team
We're a team of repeat founders who are excited by the challenges legacy systems present.
Our Ask
Follow us on X - Adrian Barbir & Richard Ou
We’d love intros to anyone working in or investing in private-equity-backed healthcare verticals (dental, veterinary, ophthalmology, med spas, etc.).
