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Everything Health Systems Need to Know About IncredibleAI

Dec 05 2025

IncredibleAI is making waves across the healthcare industry, and revolutionizing nurse recruitment.

Built specifically for clinical hiring, this advanced suite of artificial intelligence tools is helping leading health systems dramatically reduce time-to-hire, lower recruiting costs, and replace manual tasks with intelligent automation.

Trained on over 1.5 million nurse profiles and millions of marketplace interactions, IncredibleAI uses AI-driven matching, scheduling, voice interviewing, and candidate engagement workflows to streamline and accelerate every step of the hiring process.

This Q&A explores how IncredibleAI works, what sets it apart from general-purpose hiring tools, and how health systems are leveraging healthcare-specific AI like Lyn and Gale to build stronger clinical teams, faster.

What is IncredibleAI?

IncredibleAI is a suite of healthcare-specific artificial intelligence tools that power the Incredible Health platform for permanent nurse hiring. It automates key stages of the recruitment process, including candidate matching, personalized outreach, interview scheduling, and screening, helping health systems accelerate time-to-hire while reducing manual workload.

The suite includes Lyn, a 24/7 AI voice interview agent trained on clinical workflows, and Gale, an AI career partner that supports nurses throughout the job search. Together, these tools enhance the experience for employers and candidates, improving speed, quality, and long-term fit.

Unlike general-purpose hiring solutions, IncredibleAI is purpose-built for healthcare. It is continuously trained on millions of interactions from a national nurse marketplace, optimizing workflows for licensure requirements, specialties, credentials, and role-specific fit.

What is Lyn?

Lyn is a 24/7 AI voice interview agent designed specifically for healthcare hiring. Unlike text-based chatbots or static screening tools, Lyn conducts full voice interviews via phone, speaks naturally and adaptively in real time, and sells employer value propositions clearly and consistently.

Lyn verifies specialties, licenses, and skills specific to each nurse’s clinical background. Lyn tailors each interview based on role, location, and specialty, and after completing each interview, delivers a structured recruiter-ready output that supports quicker decision-making.

As a result of implementing Lyn, healthcare employers are seeing: 

  • 20% reductions in hiring timelines
  • 100% of all applicants to roles receiving live interviews 
  • 800+ hours saved per recruiter each year 

What is the difference between a voice vs text-based interview agents?

While text-based AI agents are limited to scripted question trees and short written responses, Lyn conducts conversations that are more human, dynamic, and effective.

Voice agents have been shown to:

  • Drive higher interview completion rates
  • Capture more detailed information
  • Identify tone and inflection to assess enthusiasm and fit
  • Increase candidate engagement

Text bots often feel impersonal or transactional and lack the nuance required in healthcare, where hiring decisions depend on both qualifications and personal fit.

Voice-based screening is also more accessible, since many clinicians are too busy for lengthy text exchanges but are willing to take a brief call.

What is Gale?

Gale is an AI-powered career coach built specifically for healthcare professionals. While Lyn operates on the employer side, Gale supports clinicians from the moment they begin a job search, helping with resume improvement, interview preparation, and confidence-building.

This additional layer of support ensures clinicians are better prepared and more motivated when reaching hiring teams, resulting in higher-quality candidates, stronger interviews, and improved long-term fit.

Gale plays a crucial role in candidate engagement by reducing drop-offs and increasing interview-to-hire conversions.

How do Lyn and Gale support healthcare employers?

Lyn accelerates hiring by conducting the first round of candidate interviews immediately and automatically, reducing screening time from days to minutes. Recruiting teams can focus on reviewing structured summaries and progressing only the most promising candidates.

Gale strengthens the candidate side of the process, ensuring that applicants arriving for interviews are prepared, informed, and aligned with the health system’s mission. This results in superior interview performance, faster decisions, and improved retention.

Together, Lyn and Gale remove manual bottlenecks in clinical hiring while creating a stand-out nurse candidate experience.

How is IncredibleAI different from general-purpose AI tools?

Most AI tools on the market are designed for general recruiting and lack the nuance and expertise required for clinical recruitment. In healthcare, evaluating experience levels, validating specialty-specific skills, and representing a health system’s mission requires more than checkbox screening.

IncredibleAI is different. It was built with clinical hiring experts and trained on millions of healthcare-specific interactions.

This means:

  • Interview prompts reflect real specialty workflows and patient care scenarios
  • Matching logic aligns with licensure, shift requirements, and relocation readiness
  • Automation is fully tailored to how nurses search for jobs and how health systems hire

Generic AI tools simply do not work for healthcare recruitment. IncredibleAI meets healthcare’s unique demands with smarter workflows and better outcomes.

Ready to see what healthcare-specific AI can deliver for clinical hiring teams? Book a personalized demo today.

Written by Incredible Health Staff

At Incredible Health, it's a team effort to achieve our vision: Help healthcare professionals live better lives. Many are licensed practitioners themselves; others are simply passionate writers and leaders dedicated to providing valuable resources to nurses.

Read more from Incredible Health

Incredible Health Reaches 1.5 Million Nurses as AI Voice Agents Propel Growth

Dec 02 2025

I’m proud to share that Incredible Health has reached a significant milestone: 1.5 million nurses (representing half of active nurses in the U.S.) now use our solutions along with more than 1,500 healthcare employers. 

Two months ago, we introduced Gale and Lyn, our purpose-built AI voice agents, specialized and trained on millions of data points from our marketplace, designed to revolutionize the hiring experience for both healthcare workers and employers. We built these agents in collaboration with the teams at Johns Hopkins, Baylor Scott & White Health, Tenet Health, and Sutter Health, and we’re excited by the positive reception we’ve received from both healthcare workers and employers.

This growth milestone comes at a time when the industry continues to grapple with compounding pressures from persistent labor shortages and tightening budgets. The healthcare workforce is embracing AI as a tool that ensures the right candidate lands in the right opportunity faster and more effectively than ever before. 

Gale Drives Platform Adoption with 24/7 Career Support

For healthcare workers, navigating their next career move has traditionally been time-consuming, opaque, and isolating, especially for those balancing their job searches with demanding work hours. Gale, the AI voice career partner for healthcare professionals, solves for this by being available 24/7 to help nurses prepare for interviews, polish their resumes, and confidently pursue new opportunities. 

Since its launch, Gale has ushered in a completely new hiring experience for thousands of nurses: 

  • 50% of sessions with Gale happen outside of business hours, on nights and weekends, when nurses have more time to focus. 
  • Gale has a 5-minute average session duration, fitting seamlessly into busy schedules.
  • More than 30% of nurses return to practice multiple times with Gale’s interview preparation feature, demonstrating genuine value. 
  • Over 90% of nurses give Gale positive reviews, highlighting its 24/7 availability and convenience, and purpose-built specialization.

Nurses using Gale constantly share how much they appreciate the convenience of accessing career support anytime, anywhere. Gale understands the nuances of each of the 45 nursing specialties, and user reviews consistently highlight the professionalism and domain expertise that come from an AI voice agent trained specifically for healthcare. During interview preparation, Gale tailors questions based on the role or speciality a candidate is applying for, and gives personalized feedback and a summary scorecard across five key areas at the end of each session.

Michelle Richardson RN, shared: “Incredible Health has helped me secure not just one, but two positions. Working with both Gale and the Resume Wizard for my interview preparation was instrumental in helping me land my current role as a medical-surgical nurse, and I’m very grateful for the hiring tools and support the Incredible Health team provides to busy healthcare workers like me.” 

Lyn Transforms Employer Hiring with Speed and Scale

While Gale addresses the challenges healthcare workers face while searching for a job and preparing for interviews, Lyn helps healthcare employers hire top talent in a speedy and cost-effective way. It delivers a high-quality experience to all applicants, without getting stalled by typical bottlenecks such as leaky pipelines, candidate mismatching, and limited recruiter bandwidth. To help alleviate this friction for as many recruitment teams as possible, Lyn can be used directly through Incredible Health’s marketplace or as a standalone agent integrated with applicant tracking systems for healthcare employers. 

With a focus on speed, quality, and cost, Lyn’s impact is transformative:

  • Employers can conduct same-day phone screens with Lyn, compared to the 4+ days it typically takes human recruiters.
  • Lyn reduces overall hiring timelines by 20%.
  • With Lyn, employers can interview 100% of candidates, up from just 5-10% of qualified applicants screened through traditional workflows. 
  • Employers see 15% higher retention rates for nurses hired through Incredible Health with Lyn. 
  • Employers save over $5 million annually per facility by reducing reliance on agency staff, travelers, and overtime. 
  • Lyn saves facilities over 800 hours annually per recruiter, equivalent to one to two months per recruiter each year. 
  • With Lyn and the Incredible Health marketplace, employers fill permanent roles in under 20 days, five times faster than the 86-day national average. 

Lyn conducts interviews around the clock, ensuring that qualified healthcare professionals don’t slip through the cracks. It verifies qualifications, specialties, and certifications with consistency, and proactively sells each employer’s unique value proposition, highlighting benefits, culture, and what makes their organization stand out to top candidates.

Time saved can be redirected to strategic, high-impact work, such as engaging with hiring managers, building long-term pipelines, and focusing on the human elements of talent acquisition.

Empowering Tomorrow’s Healthcare Workforce 

Reaching 1.5 million nurses and 1,500 employers signals that the healthcare industry is ready for the improved, AI-native way to hire. AI voice agents like Gale and Lyn remove friction that prevents slow hiring cycles and drive burnout for both workers and employers. 

We built our solutions to help healthcare workers find and do their best work, and with nearly half of all U.S. nurses now trusting AI for career support, that vision is becoming reality. As Gale and Lyn continue to evolve, we’re empowering an entire workforce to reach their highest potential, strengthening teams, and ultimately ensuring that patients receive exceptional care.

To learn more about the ways you can leverage our new AI tools, explore our offerings for employers and professionals. Whether you are looking to hire or be hired, we are here to help make the experience faster, more personalized, and more reliable for every healthcare worker and employer. 

Written by Iman Abuzeid, MD

Iman Abuzeid, M.D., is the co-founder and CEO of Incredible Health, the largest career marketplace for permanent healthcare workers, with the mission of helping healthcare professionals live better lives, and find and do their best work. The company founded in 2017, has raised $100 million from top venture capital firm Andreessen Horowitz and health systems Kaiser Permanente and Johns Hopkins, and is valued at $1.65 billion, making Iman one of the few CEOs to run a “unicorn” startup (a company valued at over $1 billion). Iman is an MD, and holds an MBA from The Wharton School of the University of Pennsylvania. Iman’s immediate family has 3 surgeons, and as a doctor herself, she understands the importance of choosing the right stepping stones in a clinical career. It’s what drives her belief in Incredible Health and its potential to reliably help clinicians manage their career.

Read more from Iman

The Costs of Not Implementing AI into your Nurse Recruitment Tech Stack 

Nov 18 2025

Recruiting in healthcare has never been more complex or more critical to a health system’s financial performance. Yet many healthcare recruiting teams are still leveraging outdated nurse recruitment tools and software, and are buried under administrative work that automation and AI can handle. The impact is real: overburdened teams, missed connections with qualified clinicians, and millions in unnecessary labor costs.

The breaking point for healthcare recruiting

Healthcare hiring teams are under immense strain.

  • 60% of HR and talent acquisition professionals say their teams are understaffed or overburdened.1
  • Only 10% of clinical applicants progress to live interviews.2  

Every missed message or delayed follow-up is more than a lost hire. It is time, budget, and reputation slipping away.

The financial fallout of inefficiency

An unfilled RN role costs a health system an average of $55,000.3 Multiply that across dozens of vacancies and the impact is staggering. Employers spend millions each year on overtime, incentive pay, and travel nurses just to maintain coverage.

The U.S. temporary nursing labor market has grown to $20 billion in 2025.4 This is a clear signal that the old way of hiring is too slow and too costly. When inefficiencies delay hiring, you are not just losing speed. You are losing revenue.

The AI Advantage: speed, scale, and support

Artificial intelligence is no longer a buzzword. It is a competitive advantage.

  • 54% of U.S. healthcare organizations now use AI or automation in HR functions.5
  • Those that do report faster hiring cycles, higher-quality matches, and stronger retention

At Incredible Health, is embedded in how we transform hiring:

  • Lyn, the Incredible Health AI Voice Interview Agent, conducts full phone interviews, verifies specialties,and highlights employers’ unique value proposition, 24/7
  • AI Career Partner Agent Gale improves the candidate experience by helping clinicians refine resumes, practice interviews, and build confidence before meeting hiring teams
  • AI-powered matching, personalized outreach, scheduling, and phone interviewing fast-tracks the entire recruitment process 
  • Employers use a recruitment platform built specifically for healthcare, trained on millions of Incredible Health marketplace recruitment interactions for specialized clinical hiring across 10,000 specialty-specific roles, 90+ data points, and 250 skills. 

Together, these solutions enable hiring teams to:

  • Fill open roles 5X faster
  • Achieve 15% higher nurse retention
  • Save more than $5 million annually per facility
  • Reclaim 800+ recruiter hours each year for strategic, high-value work

Empower Your Recruitment Team

AI does not replace recruiters. It frees them. When automation handles repetitive and rules-based tasks, your team can focus on what matters most. Relationship-building. Workforce planning. Culture alignment. And ultimately creating better outcomes for clinicians and patients.

The next era of healthcare hiring belongs to organizations willing to reimagine how their teams work. Those who wait to upgrade their nurse recruitment tools and software risk losing talent to employers that hire faster, smarter, and more efficiently.

AI adoption in healthcare hiring is not optional. It is inevitable. The question is not if you will incorporate it into your recruiting stack, but how soon.

Health systems that act now will save millions, improve nurse retention, and transform recruiting teams from overburdened administrators into strategic talent partners. It is time to let AI do the busywork so your team can do their best work.

Book a demo with Incredible Health to discover how AI can transform nurse hiring at your health system. 

  1. SHRM State of the Workplace Report, 2025 ↩︎
  2. Incredible Health, 2025 ↩︎
  3. Becker’s Hospital Review, 2025 ↩︎
  4. SIA, 2025 ↩︎
  5. PWC, 2025 ↩︎

Written by Incredible Health Staff

At Incredible Health, it's a team effort to achieve our vision: Help healthcare professionals live better lives. Many are licensed practitioners themselves; others are simply passionate writers and leaders dedicated to providing valuable resources to nurses.

Read more from Incredible Health

How to Create a Stand-Out Nurse Hiring Experience

Nov 18 2025

The market for permanent nurse hiring is more competitive than ever. Health systems are challenged not only by nurse shortages, but also by shifting candidate expectations around speed, transparency, and support. In a landscape where nurses have options, the hiring experience becomes a crucial differentiator.

Creating a stand-out candidate experience requires more than streamlining paperwork or offering competitive pay. Employers that win top talent are investing in faster hiring timelines, more convenient processes, stronger support, and a clearly communicated employer value proposition.

In this article, we explore four key pillars of a modern nurse hiring experience and how platforms like Incredible Health are helping employers implement them.

1. Prioritize Speed Throughout the Hiring Process

Top nurses are receiving multiple job offers, and health systems that wait too long to reach out risk losing exceptional talent. A fast, well-organized hiring process demonstrates respect for the candidate’s time and shows your team is responsive and decisive.

Best practices for speed:

  • Automate outreach and scheduling to reduce delays
  • Enable same-day or next-day interview availability
  • Avoid bottlenecks between interviewing and offer stages
  • Ensure real-time visibility for all stakeholders

Why it matters: Nurses are less likely to move forward when they have to wait days to hear back on their application, or when there is significant back and forth scheduling interviews. Speed signals professionalism, respect for their time, and ultimately drives higher acceptance rates.

2. Offer a Convenient, Tech-Enabled Experience

Nurses work around the clock, often in demanding roles. They appreciate systems and communication tools that fit their schedule and allow flexibility. That’s where investing in your nurse recruitment tools and software becomes essential. A tech-forward experience that is easy to navigate helps remove friction throughout the process. Advances in AI tools for nurse recruitment have been revolutionary for health systems.

Best practices for convenience:

  • Use mobile-friendly platforms for communication and scheduling
  • Allow flexible interview options, including phone and virtual formats
  • Provide clear process overviews with self-service options where appropriate

Why it matters: Candidates are more likely to stay engaged when the process is tailored to the realities of working in healthcare. Accessibility and ease-of-use go a long way in improving completion and acceptance rates.

3. Support Nurses Through Every Step

Even experienced nurses can feel uncertain during the job hunt, especially when changing roles or specialties. A supportive hiring experience helps candidates feel more prepared, confident, and valued.

Best practices for candidate support:

  • Offer interview preparation resources like mock questions or coaching
  • Provide resume tips and feedback that help candidates present their experience clearly
  • Ensure transparency by explaining next steps and timelines

Why it matters: Supporting candidates during the hiring journey helps them perform better in interviews and fosters greater loyalty to your organization—even before they receive an offer.

4. Clearly Communicate Your Employer Value Proposition

Today’s nurses evaluate employers based on values, culture, and long-term fit—not just compensation. A clearly articulated employer value proposition (EVP) that emphasizes your mission, growth opportunities, and workplace culture helps candidates imagine a future with you.

Best practices for employer branding:

  • Share details about your team culture, leadership, and what sets your health system apart
  • Highlight benefits beyond salary, such as ongoing education, support resources, and schedule flexibility
  • Deliver consistent messaging across recruiters, job descriptions, emails, and interviews

Why it matters: Candidates make faster, more confident decisions when they understand—and believe in—an organization’s core values and offerings.

How Incredible Health Helps Bring This Experience to Life

Hospitals and health systems use Incredible Health to deliver all four of these pillars through technology designed specifically for nurse hiring.

Here is how Incredible Health supports each strategy:

Speed: 5x Faster Time to Hire

With automated outreach and 24/7 interview scheduling, employers reduce hiring timelines by 20 percent on average. Same-day phone screens, rather than waiting four or more days, help teams reach candidates while they are still highly engaged.

Convenience: Automation and Scheduling
Lyn, Incredible Health’s voice-based AI interview agent, automatically engages every applicant with personalized messaging and schedules phone interviews without human intervention. Nurses are interviewed by Lyn quickly and efficiently. 100 percent of applications are contacted, compared to the traditional 10 percent average.

Support: Confidence-Boosting Prep with Gale, the AI Career Partner
Before interviews even begin, nurses receive personalized support from Gale. Gale helps refine resumes, run mock interviews, and boost readiness. Ninety percent of nurses report that Gale made them feel more confident heading into interviews. This tailored support improves performance and creates a positive impression of your organization.

Employer Brand Messaging at Scale
Lyn is fully customizable to reflect the specific culture and values of your organization. During phone interviews, Lyn shares consistent and compelling messaging about your benefits, team environment, and mission. This gives every candidate a strong, well-aligned introduction to your brand, no matter where they are located or what role they are applying for.

With Lyn and Gale working together, employers see:

  • 5x faster time to fill for permanent nurse roles
  • 20 percent average reduction in hiring timelines
  • 100 percent of applicants interviewed
  • 20 percent increase in interview participation
  • High clinician satisfaction with 90 percent of nurses highly rating their Gale interview preparation 

Candidate Experience is a Strategic Advantage

In today’s healthcare environment, attracting top nurses depends on more than just qualifications and compensation. A fast, convenient, and supportive process, anchored by a strong employer brand, can set your organization apart and help you connect with the right candidates at the right time.

Incredible Health equips health systems to deliver all of this with speed, consistency, and ease, helping you hire faster and with better outcomes.

Ready to improve your hiring experience and fill roles more efficiently? Book a demo to learn more. 

Written by Incredible Health Staff

At Incredible Health, it's a team effort to achieve our vision: Help healthcare professionals live better lives. Many are licensed practitioners themselves; others are simply passionate writers and leaders dedicated to providing valuable resources to nurses.

Read more from Incredible Health

Upcoming Webinar: How AI Is Transforming Healthcare Hiring—What You Need to Know to Stay Ahead

Nov 13 2025

Back by popular demand! Fill out the form to register for our upcoming webinar on December 18, 2025.

You asked, we listened. This timely webinar topic is back. Join Iman Abuzeid M.D., CEO and Co-founder of Incredible Health, and Head of Product John Ericksen for an inside look at how AI is transforming the economics of hiring and retention in healthcare.

In this new era, the organizations that thrive will be those that focus on speed, personalization, and reliability at scale. This webinar will show you how to make that your reality.

What you’ll learn:

  • Real results from real innovation. Discover how organizations are using AI to gain a competitive edge, reduce reliance on costly temp labor, save millions in HR and overtime expenses, and consistently deliver quality care.
  • A first look at Lyn, a 24/7 AI Voice Interview agent. Lyn was built in collaboration with the teams at Johns Hopkins, Baylor Scott & White Health, Tenet Health, and Sutter Health. See how Lyn intelligently assesses experience, highlights what makes your workplace stand out, and delivers a clear, detailed summary to empower your teams to make faster hiring decisions.
  • An introduction to Gale, a lifelong career partner. Learn why 90% of nurses love Gale. Discover how Gale guides professionals to the right roles, refining resumes, preparing for interviews, and opening doors to opportunities they may not have considered.
  • Smarter outreach that scales. Learn how to increase interview acceptance rates by 20% through personalized automated workflows that engage sought-after healthcare workers, and highlight organization’s unique attributes, with no manual effort.

Register now to learn how AI is reshaping what’s possible.

Written by Ray Yang
Read more from Ray
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