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The eClinicalWorks AI Scribe—powered by Sunoh.ai and embedded natively within the eClinicalWorks (eCW) V12 cloud electronic health record—is an ambient clinical intelligence system that listens to natural clinician-patient conversations and automatically drafts structured Progress Notes and staged clinical orders. Designed for ambulatory medical practices, Federally Qualified Health Centers (FQHCs), behavioral health clinics, and dental/vision specialties using eCW, the AI scribe eliminates manual keyboard charting during in-person and Healow telehealth visits while preserving full clinician review and sign-off control.
What Is eClinicalWorks AI Scribe in Healthcare Workflows?
In ambulatory clinical practice, the eCW AI Scribe (Sunoh.ai) operates as an ambient multi-speaker listening assistant accessible on the eCW V12 desktop web interface, eClinicalTouch (iPad), and eClinicalMobile (iOS/Android smartphones). Its clinical documentation workflow executes in four stages:
- Patient Consent and Multi-Speaker Audio Capture: After obtaining verbal or written patient consent in accordance with federal and state wiretapping/recording laws, the clinician starts the recording from the patient’s active appointment encounter. The acoustic pipeline performs speaker diarization to separate the provider, patient, and family members or interpreters (supporting multilingual encounters including English, Spanish, and Portuguese).
- Dialogue Flow Transcript Generation: Rather than producing an unindexed wall of text, the scribe generates a time-stamped conversational transcript that pairs directly with each extracted clinical concept so the provider can verify any statement against the underlying dialogue.
- Categorized SOAP Note Drafting: Using medical large language models (LLMs) tuned to ambulatory charting conventions, the engine populates discrete eCW Progress Note sections—including the Subjective (Chief Complaint, HPI, and ROS), Objective (Vital Signs and Physical Examination), Assessment (ICD-10-CM problem mapping), and Treatment Plan.
- Automated Order Entry Staging: Unlike basic speech-to-text dictation tools that only output narrative paragraphs, the eClinicalWorks AI Scribe parses verbalized clinical plans into structured, pending order candidates—staging laboratory tests, diagnostic imaging, prescription medications, procedures, specialist referrals, and follow-up interval instructions for the clinician to review and approve.
How eClinicalWorks V12 AI Modules Work Together
Within the eClinicalWorks V12 cloud ecosystem, ambient documentation via Sunoh.ai works alongside several specialized AI informatics modules across the patient encounter lifecycle:
| eCW V12 AI Module | Primary Workflow Function | Data Inputs & Interoperability Source | Clinical & Operational Output |
|---|---|---|---|
| Sunoh.ai Ambient AI Scribe | Real-time encounter listening and Progress Note generation | In-room or Healow TeleVisits multi-speaker audio stream | Structured HPI, ROS, Physical Exam, Assessment, Plan, and staged Lab/Rx/Imaging orders |
| PRISMA Health Information Search Engine | Pre-visit longitudinal chart summarization | External EHR records retrieved via CommonWell Health Alliance, Carequality, and payer claims | Searchable timeline and AI summary of outside hospitalizations, medications, and specialist notes |
| AI Image & Fax Inbox Assistant | Inbound document classification and data extraction | Incoming faxes, scanned consult letters, and external lab PDFs | Matches documents to the correct patient chart and highlights key diagnostic findings |
| AI Revenue Cycle & Coding Assistant | Encounter coding and claim scrubbing validation | Completed Progress Note sections, MDM complexity, and CPT/ICD-10-CM codes | Flags Evaluation & Management (E/M) coding alignment and prior authorization requirements |
How Does eClinicalWorks AI Scribe Integrate with Electronic Health Records?
Because Sunoh.ai is both natively integrated into eClinicalWorks V12 and architected as an EHR-agnostic medical AI scribe, integration occurs through two primary technical pathways:
- Native eCW V12 Progress Note Section Mapping: Inside eClinicalWorks, the clinician opens the Sunoh.ai side panel or mobile app directly from the scheduled encounter. Once the visit concludes and the summary is generated, the clinician can import the entire draft or selectively merge individual sections (for example, importing the generated HPI and Plan while retaining a specialty-specific structured Physical Exam template) directly into the corresponding eCW V12 Progress Note fields without copy-pasting across browser tabs.
- Healow TeleVisits andHL7 FHIR R4 Interoperability: For virtual visits conducted through Healow TeleVisits, the ambient scribe captures the bidirectional audio stream directly from the telehealth session. Once the clinician reviews, edits, and locks the Progress Note, eClinicalWorks exposes the finalized clinical notes and discrete USCDI data classes via its ONC-certified 45 CFR § 170.315(g)(10) HL7 FHIR R4 APIs (`DocumentReference`, `Condition`, `Observation`, and `MedicationRequest`).
HIPAA Compliance, Data Privacy, and Clinical Governance Safeguards
- HIPAA Business Associate Agreement (BAA) and Encryption: Audio streams and generated transcripts are encrypted in transit (TLS 1.2+) and at rest under a signed HIPAA Business Associate Agreement, with configurable institutional retention policies that automatically purge raw audio recordings after note lock.
- Mandatory Clinician Attestation (Preventing Omission & Hallucination Errors): Medical record compliance requires the rendering physician, nurse practitioner, or physician assistant to review every imported section—specifically verifying negative pertinent ROS findings, physical exam maneuvers that were performed silently without verbalization, and medication dosages—before applying their electronic signature.
Frequently Asked Questions
What is eclinicalworks ai scribe in healthcare workflows?
The eClinicalWorks AI Scribe (powered by Sunoh.ai) is an ambient clinical documentation tool integrated into the eClinicalWorks V12 EHR that listens to patient-provider conversations on desktop or mobile devices, generates a speaker-separated transcript, and automatically drafts structured Progress Note sections (HPI, ROS, Physical Exam, Assessment, and Plan) along with staged lab, imaging, and prescription orders.
How does eclinicalworks ai scribe integrate with electronic health records?
Inside eClinicalWorks V12, the AI scribe launches directly within the patient’s appointment context on desktop, eClinicalTouch, or eClinicalMobile and maps reviewed clinical summaries straight into discrete Progress Note fields and pending order queues. Finalized notes then integrate with eCW’s PRISMA search engine and ONC-certified HL7 FHIR R4 APIs.
