Avey: Clinical-Grade AI Solutions for Modern Healthcare

What Does Avey Do for Your Practice?

Every day, clinicians face an impossible balancing act. You need to see more patients, document every detail accurately, make precise diagnoses, and ensure proper medical coding—all within increasingly constrained time frames. The administrative burden doesn't just slow you down; it can lead to errors that affect patient outcomes and practice revenue.

Avey exists to solve this exact challenge. We're a clinical-grade AI platform that empowers healthcare providers with intelligent tools designed for real-world medical workflows. Our solutions span three critical areas: diagnostic support, clinical documentation automation, and medical coding optimization. Whether you're a solo practitioner managing a busy clinic or part of a large hospital system handling complex cases, Avey helps you work smarter without compromising care quality.

What sets Avey apart is our deep tech foundation. We didn't just wrap existing AI tools into a healthcare interface—we built six proprietary AI models from the ground up specifically for clinical applications. Our team includes researchers from Carnegie Mellon University and the University of Pittsburgh, and our technology addresses fundamental limitations in how AI processes medical information.

The mission behind Avey is deeply personal. Our founder's six-year-old son was diagnosed with a chronic condition, transforming family life and inspiring a clear purpose: make every health journey better. That commitment drives everything we build—because we understand that behind every diagnosis, every prescription, and every medical record is a person seeking care.

We operate with full HIPAA compliance (last audited June 2025), so you can trust our platform with sensitive patient data. Our focus remains on unlocking the full potential of clinical care through AI that's reliable, accurate, and designed for how healthcare actually works.

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How Avey Powers Your Clinical Workflow

Avey offers three integrated products that work seamlessly across your clinical operations.

The Collaborator acts as your intelligent partner at the point of care. When you're with a patient, it automatically transcribes the consultation conversation, extracts key symptoms in real-time, and pulls relevant clinical history from the EMR. You receive instant diagnostic insights and differential diagnoses to consider—helping you make more informed decisions without interrupting the patient flow. This is particularly valuable during busy门诊 sessions, emergency triage, or complex multidisciplinary consultations.

The Cowriter transforms how you handle clinical documentation. Instead of spending hours after each shift writing notes, you get automated recommendations for procedures, drug interactions checks, and dose validations—all while generating complete, high-quality medical notes. The system recommends personalized care plans based on the patient's specific situation, ensuring your documentation is both comprehensive and clinically accurate. Use it for discharge summaries, consultation notes, or order entry—anywhere documentation quality matters.

The Coder tackles the complex world of medical billing and coding. It automatically encodes all medical concepts from clinical text into proper ICD, CPT, and NDC codes, generates claims that meet payer requirements, and intelligently performs both medical and commercial adjudication. The result? Fewer claim denials, reduced coding costs, and a smoother revenue cycle. Whether you're managing billing in-house or working with external coders, The Coder integrates seamlessly into your existing workflow.

For developers building healthcare applications, our upcoming APIs open even more possibilities. The Medical Diagnostic API lets you embed conversational AI diagnostic capabilities into patient-facing tools or clinical decision support systems. Drug APIs validate medication necessity, check contraindications, and verify dosing. Procedure APIs ensure surgical billing accuracy. ICD/CPT/NDC APIs automate code mapping from unstructured clinical text.

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Who Benefits Most from Avey?

Avey serves diverse healthcare stakeholders, each finding value in different aspects of our platform.

Office-based physicians dealing with high patient volumes benefit enormously from The Collaborator. When you're seeing 30+ patients daily, the ability to have conversations transcribed automatically, symptoms extracted instantly, and diagnostic options presented in real-time means you can maintain thoroughness without extending your workday. The system retrieves relevant patient history from the EMR at exactly the moment you need it—eliminating those time-consuming chart reviews between patients.

Hospital clinical teams across departments rely on The Cowriter to handle the documentation burden that comes with inpatient care. Surgeons, internists, and specialists all generate substantial clinical notes, and the AI assistant ensures these are complete, accurate, and ready for coding—without requiring you to sacrifice time with patients or work late into the evening.

Medical billing and coding teams find The Coder transforms their operations. Instead of manually assigning ICD and CPT codes—which takes an average of 15-20 minutes per chart—you get automated encoding that catches details humans might miss. Claims get submitted correctly the first time, dramatically reducing the rejection rates that drain revenue. This is particularly valuable for practices struggling with coding accuracy or facing increasing payer scrutiny.

Emergency department physicians face unique time pressures where every minute counts. The Collaborator's real-time diagnostic insights and differential diagnosis capabilities help ED physicians make faster, more accurate triage decisions when patients present with ambiguous symptoms.

Healthcare technology developers can leverage Avey's capabilities through our upcoming APIs. Whether you're building patient engagement platforms, telehealth applications, or clinical decision support tools, our diagnostic, drug, and procedure APIs provide the intelligence backend you need—without investing years in developing clinical AI capabilities from scratch.

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The Technology Behind Avey's Clinical Intelligence

Avey's technical foundation separates us from generic AI solutions. We built our platform specifically for clinical applications, addressing the unique challenges healthcare presents.

We developed six proprietary AI models, each optimized for a specific clinical domain:

Our Foundational Language Model represents a significant architectural innovation. Unlike typical Transformers that face quadratic computational costs when processing long sequences (like lengthy medical records), we've created an attention-free, recurrent-free architecture. This means efficient processing of extended clinical documents without the typical performance degradation or cost explosion.

The Low-resource NLP Model, powered by our Maven framework, handles text classification tasks with remarkable efficiency. Unlike traditional approaches requiring extensive fine-tuning for each new classification task, Maven achieves multi-label classification with minimal training data. This translates to faster deployment and lower computational costs for your organization.

Our Diagnostic Model provides clinical decision support, while the Drug Model handles medication-related intelligence—checking interactions, contraindications, and dosing. The Medical Coding Models map clinical concepts to ICD, CPT, and NDC codes with high accuracy. Finally, the Medical Adjudication Model evaluates claims against payer rules to maximize approval rates.

These models don't work in isolation. They collaborate based on the task at hand—Diagnostic Model plus NLP Model power The Collaborator; NLP Model plus Procedure Model plus Drug Model enable The Cowriter; multiple coding and diagnostic models work together in The Coder.

The team behind this technology includes CEO Dr. Mohammad Hammoud (with academic roots at Carnegie Mellon University and University of Pittsburgh) and CTO Dr. Yousuf Ahmad, supported by researchers from top-tier institutions. Our work has produced multiple peer-reviewed publications, and we've established expert standardized benchmarks for evaluating clinical AI performance across CPT coding, ICD coding, and clinical case reasoning.

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Choosing Your Avey Plan

We designed two plans to match different organizational needs.

The Standard Plan provides everything you need to get started with AI-powered clinical care. All the core capabilities—real-time transcription, symptom extraction, EMR integration, diagnostic insights, and medication verification—are included. You can try it free to see how it fits your workflow, then continue with a subscription. This plan works exceptionally well for independent practices, clinics, and medium-sized healthcare organizations.

The Enterprise Plan builds on everything in Standard with added benefits for larger organizations. You get custom feature development tailored to your specific workflows, plus dedicated customer and technical support that ensures rapid response when you need assistance. Pricing is customized based on your organization's scale and requirements. This plan suits large hospital systems, multi-location practices, and organizations needing deep integration with existing systems.

Both plans include our commitment to HIPAA compliance and data security—because in healthcare, trust isn't optional.

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Frequently Asked Questions

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Ready to Transform Your Clinical Workflow?

Avey brings clinical-grade AI directly to the point of care—helping you diagnose more accurately, document more efficiently, and code more precisely. With six proprietary models built specifically for healthcare, HIPAA-compliant security, and solutions designed for real clinical workflows, we're here to help you focus on what matters most: your patients.

Explore our products at avey.ai, book a demo to see Avey in action, or contact sales to discuss your organization's specific needs.