Clinical Workflow AI · Powered by Prevalence Health
PocketMD. From patient conversation to trusted clinical action — in one unified workflow.
PocketMD is a unified clinical workflow AI platform built for physicians, hospitals, health systems, and care organizations. It brings ambient documentation, evidence-based guidance, coding intelligence, and payer-aware documentation into a single coordinated workflow — so clinicians spend less time on administration and more time on patients.
Prevalence Health and PocketMD are scheduled to be featured on New Frontiers in Medicine on Bloomberg Television, airing 3rd Quarter 2026 — spotlighting how PocketMD is defining the next generation of clinical AI.
The Problem PocketMD Solves
Clinical AI shouldn't solve one step. It should connect all of them.
The first wave of clinical AI automated isolated tasks — ambient scribing, medical search, coding support, prior authorization. Useful in isolation, but healthcare doesn't happen in isolated steps. A clinical encounter begins with a conversation and continues through documentation, clinical reasoning, evidence review, coding, payer documentation, and follow-up. PocketMD connects those fragmented steps into a single coordinated workflow.
Ambient clinical documentation.
Captures the patient conversation and generates structured SOAP-style notes — so clinicians document without stopping to type.
Evidence-based clinical Q&A.
Guideline-grounded answers with citations, surfaced in the context of the specific patient — not generic search results.
Coding and authorization intelligence.
ICD and CPT code extraction, prior authorization gap detection, and payer-aware documentation — identified while the clinician can still act.
Note verification and auditability.
Documentation statements link back to the original conversation, so clinicians can verify the source and reduce unsupported content.
Mobile and offline ready.
Supports recordings in settings without reliable connectivity — processed when the connection is restored.
EMR integration.
Connects into existing electronic medical record environments without ripping and replacing current infrastructure.
Key Capabilities
One platform. Every step of the clinical workflow.
Documentation
Ambient Clinical Notes
Captures patient conversations and generates structured SOAP notes automatically — reducing documentation burden at every visit.
Clinical Guidance
Evidence-Based Q&A
Guideline-grounded answers with precise citations — not a lengthy reference, but the specific recommendation that applies to this patient, right now.
Revenue Cycle
Coding Extraction
ICD and CPT codes identified from the clinical encounter — with gap detection that flags missing documentation before it hits the billing queue.
Payer Operations
Prior Auth Support
Surfaces payer documentation gaps and authorization requirements early — while the clinician still has the context to address them.
Trust & Safety
Auditable Documentation
Notes link back to the source conversation. Clinicians can verify every key statement and reduce the risk of unsupported or hallucinated content.
Accessibility
Mobile & Offline
Offline recording support and secure mobile access — built for ambulatory, rural, and emergency settings where care doesn't happen at a desktop.
Clarification
Information Loops
Identifies missing clinical information and surfaces clarification prompts — closing gaps before documentation is finalized.
Integration
EMR Connectivity
Modular design integrates with existing electronic medical record environments — no forklift replacement required.
Built for Clinical Trust
Usefulness is not enough. Clinicians need to know where it came from.
In medicine, an AI answer that can't be verified is a liability, not an asset. PocketMD is designed around evidence-bounded answers, citation-backed clinical guidance, and full auditability. Its documentation system connects statements in the generated note back to the original patient conversation — so clinicians can verify the source of key details. Prevalence Health has evaluated PocketMD on rigorous clinical reasoning benchmarks, including OpenAI HealthBench and NEJM-style residency examination questions across medical specialties.
Evidence-Grounded
Citation-Backed Guidance
Answers reference the specific guideline section that applies — not a general pointer to a 200-page document. Clinicians see the evidence, not just the conclusion.
Auditable
Source-Linked Notes
Documentation statements trace back to the original conversation. Any clinician — or auditor — can verify exactly where a clinical detail originated.
Benchmarked
Rigorously Evaluated
Evaluated on OpenAI HealthBench and NEJM-style residency questions across specialties — performance data, not promises.
Where PocketMD Works
Built for the settings where clinical pressure is highest.
PocketMD is designed for care delivery in the real world — not just well-connected, well-staffed academic medical centers. Its modular structure and offline capability make it deployable across a wide range of clinical environments.
Acute Care
Hospitals & Health Systems
Reduces documentation burden across departments while improving coding accuracy and payer documentation quality at scale.
Ambulatory
Specialty & Primary Care
Keeps clinicians focused on patients during visits, with notes, coding, and authorization requirements handled in the background.
Underserved
Rural & Community Settings
Offline recording and mobile access make PocketMD deployable where connectivity is unreliable and specialist support is remote.
Complex Care
Chronic Disease Management
Clinical reasoning support and guideline-grounded Q&A help clinicians manage complex, multi-condition patients with current evidence.
About Prevalence Health
The company building PocketMD.
Prevalence Health is a clinical AI company focused on a question that matters: how can AI support clinicians across the full workflow — from patient conversation to trusted action — while preserving clinical judgment, transparency, and accountability? PocketMD is their answer: a platform designed to help clinicians move from conversation to documentation, evidence-based guidance, clarification, coding, authorization support, and auditable action within a single coordinated workflow.
Ready to bring the full clinical workflow into one platform?
Talk to the Brilliancy Health team about deploying PocketMD — and see how unified clinical AI reduces burden, improves documentation quality, and supports every step from encounter to action.
