Executive Overview
A leading mental health clinic partnered with Yaqeen Technology Consulting LLC to reduce physician burnout, improve documentation accuracy, and streamline clinical workflows.
By deploying a secure, Generative AI-powered documentation solution on Amazon Web Services (AWS), the clinic automated session transcription and clinical note generation, with all notes seamlessly integrated into the Electronic Medical Record (EMR) system.
The solution significantly reduced after-hours documentation time, improved compliance accuracy, and enabled providers to refocus on patient care.
Opportunity
Psychiatrists and mental health professionals were manually documenting patient sessions, often late into the evening. This process was time-consuming, inconsistent, and prone to human error, leading to incomplete records and provider fatigue.
Without real-time transcription or automated note creation, clinicians faced:
- Extended after-hours workload due to manual data entry
- Inconsistent documentation and reduced compliance with reporting standards
- Limited patient interaction time, impacting care quality
- Workflow bottlenecks in updating clinical notes into EMR systems
Leadership needed a secure, real-time, and compliant AI-driven solution to automate note creation, ensure accuracy, and maintain HIPAA alignment across the entire workflow.
Yaqeen Technology, an AWS Advanced Tier Services Partner, implemented the Yaqeen GenAI Clinical Scribe™, a Generative AI-powered clinical documentation platform built entirely on AWS.
The solution automates transcription, summarization, and structured note generation for psychotherapy and psychiatric sessions. Notes are automatically formatted and securely uploaded to the clinic’s EMR system—without manual input.
AWS Services Used
- Amazon Transcribe – Real-time transcription of patient-provider sessions
- Amazon Comprehend Medical – Extraction of key clinical terms and insights
- Amazon Bedrock – Dynamic prompt engineering and foundation model inference for note generation
- AWS Lambda – Orchestration of event-driven workflows and EMR API integration
- Amazon S3 – Secure storage of session transcripts and AI-generated notes
- Real-Time Session Transcription
Accurate transcription of provider-patient conversations within seconds. - AI-Generated Clinical Notes
Structured SOAP-format notes automatically generated via GenAI models. - Seamless EMR Integration
Notes are instantly updated to the EMR, eliminating manual data entry. - Secure, Scalable Architecture
HIPAA-aligned, serverless AWS infrastructure ensures compliance and reliability.
With GenAI and AWS, we finally have real-time, accurate notes in our EMR—without the after-hours burden.
- Dr. Sarah Mitch
- Medical Director
Real-time transcription of patient-provider sessions
Secure storage of session transcripts and AI-generated notes
- 70% Reduction in Documentation Time
Clinicians now spend significantly less time writing notes after each session. - Real-Time EMR Integration
AI-generated notes sync automatically with the EMR within minutes. - Reduced After-Hours Workload
Physicians no longer document outside clinic hours, improving work-life balance. - Improved Compliance Accuracy
Standardized notes ensure completeness and alignment with healthcare regulations.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Services Partner specializing in Generative AI, NLP, data analytics, and cloud automation.
Yaqeen helps regulated industries—including healthcare, finance, and education—transform manual workflows into intelligent, scalable, and audit-ready systems powered by AWS.
AWS Certifications Held by the Yaqeen Team
- AWS Certified AI Practitioner
- AWS Certified Machine Learning – Specialty
- AWS Certified Security – Specialty
- AWS Certified Advanced Networking – Specialty
- AWS Certified Solutions Architect – Associate
- AWS Certified Cloud Practitioner