Parakeet Health landed a major partnership with Qualderm, one of the nation's largest dermatology organizations, as the company looks to apply agentic artificial intelligence to a growing specialty care access problem.
Qualderm, which supports nearly 160 practices across 17 states, will use Parakeet's conversational agentic platform to identify unused appointment capacity and automatically reconnect patients who have canceled, missed appointments or are overdue for follow-up care.
Parakeet Health is an AI platform that automates every inbound and outbound patient access workflow across voice, SMS, fax and email, including scheduling, referral conversion, cancellation recovery and patient recall.
"We're a unified AI patient access platform that's focused on two things: One is to improve the patient experience, and second to generate revenue for practices. We cover all channels, so that's voice, text, email, fax, in a bidirectional manner. So it's not a monolog; it's a dialog, and patients can reach out to us, and they can respond to us when we do our outreach," Jung Park, CEO and co-founder of Parakeet Health, told Fierce Healthcare in an interview.
Parakeet Health's AI-native platform was purpose-built for the complexity of clinical workflows, payer rules, scheduling logic and patient communication, and it operates at scale, according to Park.
"We've actually decided to focus on very large enterprise groups—the folks that are in the top 20 of a particular specialty. If you do work with these folks, you're not working with a three-person practice. You're working with a 300-person practice and higher. We also decided to go after those specialties that have very high touchpoints, so that means patients come back multiple times during the year and across years, and so once you see that these patients keep coming back, then you can understand how they behave and you can personalize the communication that you have with them. Do they prefer text or do they prefer a call? And by doing this, we've been able to demonstrate at this enterprise scale that we're able to win," Park said.
The company works with six of the 10 largest dermatology groups, including three of the top five, Park noted.
"Specialty care is where enterprise AI must prove that it can manage real operational complexity," Park said. "Every practice has different services, providers, scheduling rules and patient needs. Our work with Qualderm shows how AI can function within that complexity by interpreting clinical intent, identifying available capacity and completing the action inside the existing workflow. The result is directly measurable in patient access, care continuity and effective use of existing clinical capacity."
Parakeet was founded by an experienced team of healthcare and technology leaders from some of the most innovative companies in healthcare. Park spent nearly 12 years at Epocrates and then ran corporate operations at One Medical. He also held leadership roles at the California Skin Institute.
"We're healthcare operators. We know what it's like to be in the trenches with our clients. We know that the left hand doesn't always know what the right hand is doing. The workflows are very complex, and the edge cases truly matter," he said.
Patient access is not just a front desk problem; it's a margin problem for practices, according to Park.
The demand for dermatology care continues to grow and clinical and administrative staffing remains constrained. A recent analysis found that patients in 15 major metropolitan areas wait an average of 36.5 days for a dermatology appointment, up 6% since 2022.
Small gaps in patient access can cause missed care, delays in treatment and worsening of untreated conditions. At the same time, cancellations, missed appointments and patients lost to follow-up can leave valuable clinical capacity unused.
Parakeet argues its technology can help fill open slots and improve care continuity while navigating the complex scheduling requirements of large specialty networks.
"For national networks such as Qualderm, reconnecting patients who cancel or miss visits and quickly filling newly available appointments helps more patients receive timely care and stay connected to their care plans,” said Blake Area, Qualderm's chief marketing and digital officer, in a statement.
Parakeet’s AI will evaluate provider schedules and practice-level requirements to identify available capacity and reconnect patients who have canceled, missed visits or are overdue for follow-up.
Parakeet uses AI agents to simultaneously place calls, send texts and manage two-way patient communications at scale. In the event of a major weather event, the company says it can handle thousands of outreach calls in an hour, automatically respond to patient callbacks and texts and reschedule a large percentage of affected appointments.
The company reports proven business impact with 38% more filled appointments in head-to-head pilots with two legacy vendors and a 6x increase in outbound conversion compared with legacy outreach vendors. The company also touts that customers reported 42% more calls answered and a 60% reduction in call center operating expenses.
For a national specialty network, scheduling isn’t simply about finding an open slot. Different providers perform different procedures, practices have their own scheduling rules and patients need to be matched to appropriate care. Qualderm's network supports 160 practices spanning medical and surgical dermatology, skin cancer care, cosmetics and plastic surgery. Parakeet’s AI is designed to interpret that context and complete the scheduling action within existing workflows, according to executives.
Parakeet Health also operates on pay-for-performance. "We've priced our system to be based on outcomes. If we actually deliver a result for you, let's say we answer a frequently asked question, or we reschedule someone or we cancel an appointment. That's when we get paid," Park said.
Agentic AI for patient engagement is a rapidly growing market, and health tech companies are racing to automate scheduling and outreach workflows. Healthcare providers are increasingly looking beyond administrative automation and using AI to improve patient access and maximize clinical capacity.
Startup Assort Health developed an outbound AI agent that can proactively reach out to patients to automate appointment rescheduling, close open referrals, tackle payment collections and accelerate flu shot outreach. Artera is also strategically focused on rewiring patient communications using agentic AI. The company, which picked up $65 million in fresh funding in December, developed AI agents designed to support front-desk staff in improving patient access, including self-scheduling, intake, forms and billing.
In a survey released in January, health system executives indicated they were bullish on the promise of automation and AI to customize patient outreach and help address persistent engagement challenges.