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AI Medical Scribe Solutions Development

Combine the benefits of custom development, accelerated delivery, and full industry compliance to get a highly trained, cost-efficient AI copilot that fits your workflow. Cut documentation time, reduce errors, and produce consistent, compliant notes tailored to your practice, specialty, and EHR.

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Off-the-shelfscribeslackspecialty-levelaccuracy,offerlimitedEHRintegration,restrictdatacontrol,andcomewithhighlicensingcosts.

Benefits of Custom AI Scribe Development

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Tailored to your specialty, terminology, and workflows

We build specialized AI agents that adapt to your medical specialty, understand your clinical terminology, and align with your workflows to generate accurate, relevant notes.

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Fully customizable documentation templates & formats

We provide not just system prompts but a full template-builder interface, enabling your admins to design and customize note structures directly in the UI, ensuring consistent, compliant documentation.

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Integrates into any EHR system: legacy, custom, regional

Seamlessly connect with any EHR so patient data flows directly into your system without manual entry or workflow disruption.

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Local data storage & compliance with HIPAA, GDPR, or regional regulations

Keep data secure and compliant with industry standards and local regulations, with flexible deployment options including on-premise, private cloud, or hybrid setups.

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Automated PHI redaction

Our system automatically detects and redacts protected health information across audio, transcripts, and generated notes using healthcare-trained NLP pipelines. Redaction is policy-driven, consistent, and fully auditable.

AI Scribe Applications Across Healthcare

Client Spotlight

A US healthcare organization needed to streamline tumor board workflows, reduce administrative load, ensure compliance, and provide real-time, evidence-based decision support.

AI Assistant for Multidisciplinary Tumor Boards


OUR SOLUTION:

  • Azure-native AI assistant MVP with Teams integration
  • Real-time transcription, summaries, and literature retrieval
  • PHI-safe, audit-ready, and scalable for EMR/FHIR integration

RESULTS:

  • 60%+ faster documentation
  • Literature lookup in seconds
  • Improved decision traceability and compliance
Full Case Study
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Ready to Build Your Custom AI Medical Scribe?

Book a Consultation

Key AI Scribe Features Overview

01
Ambient & Dictation Capture
  • Multi-speaker recognition
  • Noise-resistant audio models
  • Real-time transcription
  • Multiple languages & accents
02
Medical Context Understanding
  • Specialty-trained models (Oncology, Psychiatry, Pediatrics, etc.)
  • Clinical entity extraction (symptoms, diagnosis, meds, vitals)
  • Summarization into SOAP or custom templates
03
Note Generation & Editing Tools
  • Template builder and formatting engine
  • Auto-insert of structured data
  • Human-in-the-loop review workflows
  • Change tracking & versioning
04
EHR Integration
  • Bi-directional data sync
  • Custom mapping to EHR fields
  • Smart import/export for labs, orders, PMHx, FHx, Meds
  • API/HL7/FHIR compatibility
05
Compliance & Security
  • HIPAA/GDPR/local regulation compliance
  • On-prem or region-specific hosting
  • Role-based access
  • Audit logs & encrypted storage
06
Analytics & Quality Tracking
  • Time saved per clinician
  • Error rate tracking & correction analysis
  • Template performance
  • Usage reports

Client Spotlight

The client sought a SaaS solution to automate documentation, reduce admin work, and ensure accurate notes for human and veterinary practices.

AI Medical Scribe Solution for Multi-Specialty and Veterinary Practices


OUR SOLUTION:

  • Cloud-native AI-powered scribe platform for real-time transcription
  • Supports human and veterinary workflows, multilingual teams, and telemedicine
  • Fully compliant with HIPAA, GDPR, SOC 2, and scalable for EMR integration

RESULTS:

  • Documentation time reduced from 12–15 min to under 2 min per patient
  • Error rate dropped from 7–10% to under 2%
  • Clinician capacity increased from 6–8 to 12–14 patients/day
Full Case Study

How We Deliver Your Custom AI Scribe

01

Discovery & Workflow Analysis

We start by understanding your clinical workflows, documentation requirements, and specialty-specific needs to ensure the AI solution aligns perfectly with your practice.

02

Model Selection & Fine-Tuning

We select and fine-tune AI and NLP models tailored to your specialty, terminology, and documentation style to deliver accurate, context-aware notes.

03

UX/UI & Template Prototyping

Custom templates and user-friendly interfaces are designed to fit your clinicians’ workflow, ensuring smooth adoption and minimal learning curve.

04

Integration Architecture

Our team plans and develops secure, scalable integrations with your EHR and other healthcare systems, including legacy, custom, and regional platforms.

05

MVP Delivery

We build a functional prototype with core AI scribe capabilities, enabling you to test real workflows quickly.

06

Pilot Deployment with Real Users

The solution is deployed with selected clinicians to validate accuracy, usability, and workflow efficiency under real-world conditions.

07

Optimization & Scaling

We refine AI models, templates, and integrations based on pilot feedback to maximize performance.

08

Post-Launch Support & Ongoing Scaling

Our team provides continuous support, updates, and scaling assistance, ensuring your AI scribe evolves with your practice.

Technology Stack Behind

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Speech-to-Text Models

Real-time transcription of multi-speaker clinical discussions using Azure AI Speech (Medical) and custom audio processing pipelines.

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LLMs / Fine-Tuned Medical Models

Specialized language models trained on medical terminology for accurate summaries, clinical decision support, and context-aware insights.

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NLP Pipelines

Automated entity extraction, PHI redaction, summarization, and embedding generation for semantic search and structured notes.

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Cloud / On-Prem Infrastructure

Scalable, secure deployments using Azure Kubernetes Service (AKS), Event Hubs, Blob Storage, PostgreSQL, Redis Cache; supports on-prem, private cloud, or hybrid setups.

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EHR Integration Frameworks

Connects via FHIR, HL7, APIs, or custom connectors to Epic, Cerner, athenahealth, Allscripts, eClinicalWorks, NextGen, and other systems.

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Monitoring & Analytics Tools

Observability, performance tracking, and clinical workflow analytics through Azure Monitor Logs, dashboards, and FHIR-compatible event schemas.

Why Choose OTAKOYI for AI Scribe Development

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See how a compliant AI scribe fits your clinical workflows

Frequently Asked Questions

Our AI assistant processes multi-speaker discussions in real time, generating structured transcripts within 0.75–1.5 seconds per segment. Summaries are produced within minutes post-meeting, and literature lookups return results in under 10 seconds.

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Volodymyr Hodiak
CTO
Have more questions or just curious about future possibilities?
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What Our Clients Say

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At first, we involved OTAKOYI for a small project and they delivered a product that exceeded our expectations ahead of schedule. We then contracted them to build several more web applications. I find the speed in which they deliver quality software very impressive.
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Vance Heron
CTO, PeteHealth
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They have an impressive ability to understand complex requirements and transform them into powerful platforms that drive real business outcomes. OTAKOYI's team is responsive, detail-oriented, and consistently goes above and beyond to meet each milestone with precision.
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Roman Olney
Global Digital Marketing Director, Lenovo
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Their team showcases impressive energy, flexibility, and skills. They genuinely care about the project and pay attention to timelines and costs. They are great to work with, and even though their country has been at war, they have remained professional, kind, and honest.
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Michael Askew
CEO
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No hidden costs, and more affordable than any other vendor we've seen at their level of quality. They have a collaborative design process and they listen well and can respond to client needs quickly. They also fix things quickly whenever they go wrong. I highly recommend them.
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Sam Bleakly
Marketing Director, Coto Academy
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OTAKOYI's loyalty to ETA+ has been impressive, both in terms of their work and communication. OTAKOYI is a reliable partner, delivering on time, within budget, and with good quality. We can count on them to meet our needs, even with changing requirements.
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Dirk Wittler
Founder of ETA+ GmbH

Based on verified reviews, we’re recognized for

  • Long-term partnerships
  • Proactivity and professionalism
  • High-quality work
  • Strong design capabilities
  • Attention to detail
  • Effective communication
  • Great project management

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The key to a successful project is a strong business idea backed by real market need, a solid tech solution, and a clear go-to-market plan.
Volodymyr Hodiak
CTO
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