Frustrated by lengthy manual credentialing delays that kept him from taking urgent care shifts, neurosurgeon Dr. Marc Ayoub co-founded Saile, an AI-powered platform designed to simplify how physicians maintain credentials and find flexible work opportunities. The New York-based startup recently secured $2.2 million in pre-seed funding to scale its innovative solution.
- Saile reduces credentialing wait times from 90–120 days to about 45 days.
- The AI platform integrates credentialing and staffing in one system for doctors and facilities.
- Pre-seed round led by Matchstick Ventures to expand AI capabilities and marketplace features.
What happened
Dr. Marc Ayoub, a neurosurgeon experiencing firsthand the challenges of the healthcare staffing system, co-founded Saile to address entrenched credentialing delays that prevent physicians from quickly picking up side jobs. During a gap between fellowships, Ayoub found it took up to 120 days to get credentialed at a new facility despite obvious workforce shortages.
Saile’s AI-driven platform serves as a centralized credential repository and marketplace where physicians maintain compliant documentation digitally and access new job opportunities without redundant paperwork. The startup recently raised $2.2 million in pre-seed funding from investors including Matchstick Ventures to expand its technology and grow its user base.
Why it matters
The healthcare industry faces a critical paradox: while there is a shortage of readily available doctors at many facilities, the underlying workforce is often underutilized due to slow manual credentialing processes. Saile’s solution offers a technological layer that shortens onboarding time and enables smoother cross-system mobility for physicians.
By automating credential tracking, expiration alerts, and compliance checks, Saile helps reduce administrative work by an estimated 40% at healthcare organizations. This integrated approach improves staffing efficiency and gives facilities rapid access to pre-vetted, local, and regional physicians, cutting down reliance on multiple vendors and fragmented systems.
What to watch next
With nearly 5,000 active physician users and a compact core team, Saile plans to leverage its new funding to further develop its modular AI agents, enhance shift marketplace capabilities, and deepen integration with credentialing systems across healthcare providers.
Future developments will focus on scaling the platform’s SaaS revenue streams, broadening its footprint beyond urgent care to hospitals and telemedicine platforms, and potentially transforming how healthcare staffing infrastructure operates to better meet fluctuating workforce demands.