Physician-Founded Saile Raises $2.2M for AI Platform Streamlining Healthcare Staffing

Exclusive: Physician-Founded Saile Raises $2.2M To Help Doctors Find Side Jobs Using AI

The culprit? A fragmented, manual credentialing process that acts as the industry's primary bottleneck. "The bottleneck is not the number of doctors, but the fragmented infrastructure connecting them to where they are needed," said Ayoub, who also serves as an assistant professor of neurosurgery at the Donald & Barbara Zucker School of Medicine. "Most people assume the issue in healthcare staffing is a lack of doctors, but what we've seen is something different. There's a large, underutilized workforce that simply can't move between systems efficiently, So in early 2025, Ayoub and Taylor Hakes began pondering a solution. Their initial ideas eventually turned into Saile, a startup with an AI-powered platform designed to serve as an "automated Dropbox" for physicians. Today, the New York City-based startup is announcing it has raised $2.2 million in a pre-seed round led by Matchstick Ventures, Crunchbase News reports exclusively. Headwater Ventures also participated in the round. AI-driven healthcare takes off AI-related healthcare has seen a significant rise in venture funding globally, Crunchbase data shows. Investors put an estimated $14.9 billion into seed- through growth-stage funding to companies in AI-powered health tech categories in 2025, per Crunchbase data. That's up significantly compared to the $8.6 billion raised in all of 2024. Many of the recently funded healthcare startups are AI-centric, and, like Saile, are focused on streamlining dated processes. In the current system, every time a doctor wants to work at a new facility -- whether it be a hospital, a surgery center, or a telemedicine platform - he or she must manually resubmit a CV, licenses, and board certifications via email. In applying to an urgent care facility, Ayoub realized that while staffing agencies act as gatekeepers, the underlying infrastructure was broken. There was no centralized way for a doctor to maintain a compliant status and share it instantly across different job verticals. Saile aims to solve that problem by storing and tracking all a doctor's credentials in one place and providing alerts before documents expire so that a physician can always be compliant. It goes one step further by providing access to a shift marketplace. In a nutshell, the startup serves as a portable credential passport for physicians to be identified and assigned patients at various hospitals. The company's five modular AI agents automate what currently takes months of manual coordination across recruiting, onboarding, credentialing, staffing and compliance. By combining credentialing and staffing into a single infrastructure layer, Ayoub says Saile has shortened the onboarding timeline by roughly 45 days, from about 90 to 120 days, and reduced administrative tasks for healthcare facilities by an estimated 40%. "Other solutions either focus on one piece of the problem or offer staffing tied to a single job type," Ayoub said in an interview. "Saile owns the entire journey...And facilities get direct access to a pre-vetted pool of local and regional physicians without juggling multiple vendors or paying for the friction in between." Investing in the 'infrastructure layer' What began as a bootstrapped project fueled by word-of-mouth in a tight-knit clinician community has quickly gained momentum. The app has grown to nearly 5,000 active user physicians nationwide. Operating with a lean core team of four, the company plans to use its new capital to expand its AI agent infrastructure, grow its marketplace capabilities, and deepen integrations with facility credentialing systems. Saile has four core revenue streams, with a primary focus on a per-seat SaaS model for facilities. The approach is to offer facilities access to the pool of physicians, and then charge on a per-seat usage basis for the workflow and credentialing infrastructure that supports it. Ryan Brosher, founder and partner at Matchstick Ventures, said his firm was drawn to the founder market fit it saw in Saile. "Marc had felt the pain of this problem and actually had built this more or less for himself out the gate," Brosher said in an interview with Crunchbase News. "We love those combos where founders aren't just randomly seeking out a solution to make a buck. This was very much a personal thing for him in the problem that he was solving." The firm also saw a "big" market opportunity in offering an "all-in-one" solution for doctors looking to pick up side jobs. "People have tried to go after this a few different ways. They've either gone after credentialing, or they are a staffing agency," Brosher added. "And when we look at this market, we feel like there needs to be disruption here...Ultimately, Saile is building the infrastructure layer beneath staffing. We feel like having that all-in-one infrastructure layer is actually where the real value is to be had."

Saile raises $2.2M to reduce paperwork for healthcare staffing - SiliconANGLE

Physician-founded workforce platform Saile App Inc. today announced it has raised $2.2 million in new funding to ease the mountains of paperwork for healthcare workers moving between healthcare organizations. Saile is simultaneously launching with more than 5,000 physicians on the platform and a growing roster of healthcare facility partners across telemedicine, temporary, walk-in locations and consulting. Healthcare suffers from an interesting problem when it comes to staffing professionals. For specialists, hospitals can spend thousands of dollars locating the perfect candidate, with the appropriate credentials, across the country and then fly them in, even when an equally capable candidate lives mere miles away. The blocker? A pile of paperwork. Verification, background checks and licensing are often handed off to entirely separate entities, triggering a months-long back-and-forth among staffing agencies, credentialing firms and internal admin teams before a doctor can see a single patient. The frequency of this problem means doctors and facilities must build portfolios of practice documents and partnerships with vendors just to operate. Even as air travel and telemedicine have made it possible to make doctors accessible quickly, and the internet has made it possible to examine documents rapidly, the bureaucracy of verification hasn't kept up. "Most people assume the issue in healthcare staffing is a lack of doctors, but what we've seen is something different," said Marc Ayoub, founder of Saile and neurocritical care physician at the Donald & Barbara Zucker School of Medicine. "There's a large, underutilized workforce that simply can't move between systems efficiently." To resolve this, Saile has developed an AI-driven solution that breaks down these barriers by giving doctors what it calls a "universal credential passport." The passport can be continuously updated with their credentials, so they don't need to go through the same onboarding gauntlet every time they move to a new opportunity. The platform involves five different artificial intelligence agents that automate what currently takes months of paperwork: recruiting, onboarding, credentialing, staffing and compliance. Although the company uses AI under the hood, it isn't the main course of the presentation, so users don't interact with it directly. It runs the show, but it doesn't dominate the experience. Saile allows facilities to look through a marketplace of available clinicians who have been pre-vetted, without the need for recruiter middlemen, agency markups or redundant onboarding, and just get to work. It also handles the compliance needed across different states regarding licensing. The platform also handles the dirty work of payment consolidation for clinicians, allowing physicians to receive compensation across shifts and different contract types. That means a single doctor could work at a walk-in clinic one day, take a temporary shift at a hospital the next, and handle a telemedicine gig for the rest of the week, with all of the payments flowing through the same back end. Saile said it currently handles a wide variety of staffing opportunities for healthcare environments, including ambulatory surgery centers, urgent care clinics, telemedicine platforms, AI training labs and acute care hospitals.