MCP
Secure Healthcare Data Summarizer
An enterprise-grade MCP-powered assistant that connects securely to EHR systems, lab databases, and clinical platforms. It retrieves structured and unstructured patient data, summarizes key medical findings, flags anomalies, and delivers context-aware insights directly to clinicians. Designed with HIPAA-grade compliance in mind, the system empowers faster decision-making without compromising privacy or data security.
USA
TECHNOLOGY
5 people
1.5 years
01.
Challenges
Patient data is fragmented across EHRs, lab systems, and appointment tools—making it hard to generate real-time summaries.
Manual review of clinical histories delays diagnosis and burdens healthcare professionals with repetitive tasks.
Medical records contain unstructured notes, abbreviations, and diverse formats that are difficult for traditional systems to interpret.
Strict compliance standards (HIPAA, HL7) make secure integration and data processing complex and error-prone.
02.
Solution
Developed MCP tools to securely connect with EHR platforms, lab results systems, and appointment databases using scoped permissions.
Used LLM-based summarization models wrapped as MCP tools to extract and condense clinical histories and lab trends.
Implemented anomaly detection tools to flag unusual lab values, diagnosis inconsistencies, or missing treatments in real time.
Ensured all data transmission and processing adhered to HIPAA compliance by enforcing encryption, access logs, and token-scoped authorization.
our input
UI/UX Design
MCP Server Development
Client Development
Quality Assurance
Security & Compliance
Cloud & DevOps
Business Analysis
Cloud & Devops
Our FeaturesApp Functionality
Live Chat Support
Customer Profile Access
Dynamic Knowledge Base
Real-Time Data Lookup
Multi-Language Support
Context-Aware Responses
Sentiment Analysis
What we offersHOW WE DID IT
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Technologies We Used
Creation Process
Market Research & Product Vision Shaping
- Collaborated with healthcare professionals to understand pain points in clinical data access and summary generation.
- Identified the opportunity to reduce clinician cognitive load by automatically summarizing fragmented patient data.
- Shaped the product vision around secure, context-aware medical summarization with full compliance to HIPAA and EHR standards.
Strategic Consultation & Stakeholder Alignment
- Audited major EHR and lab system APIs (FHIR, HL7) for MCP compatibility and data access policies.
- Engaged compliance consultants to define encryption, access controls, and audit trails aligning with HIPAA requirements.
- Scoped initial partnerships with healthcare IT vendors to test data access workflows and latency handling in sandbox environments.
System Architecture Design & Technical Compliance
- Designed an MCP server architecture with modular tools for EHR access, summarization, anomaly detection, and logging.
- Created data schemas for unifying structured and unstructured records into consistent summary inputs for LLMs.
- Planned secure session handling, token-based access scopes, and clinical feedback hooks for reviewable AI summaries.
Application Development & Integration
- Developed the core MCP tools for patient data fetching, summarization, and anomaly reporting using Python and TypeScript.
- Built a secure interface for clinicians to request summaries, validate flagged findings, and export reports into EHR.
- Piloted the solution with clinical advisors, iterated based on feedback, and prepared deployment for multiple practice environments.
Contact UsAccelerate Your Business with LasyaAitech
Partner with our expert software development team to bring your vision to life. Delivering innovative solutions and ensuring your project’s success every step of the way!
What are the key benefits of partnering with LasyaAitech?
We provide end-to-end software development services, from initial concept to deployment. Whether it's web development, mobile apps, or integrating cutting-edge technologies like AI, our solutions are tailored to your unique business needs, ensuring high performance, scalability, and exceptional user experiences.
How does your software development process work?
We follow a structured approach, starting with an in-depth consultation to understand your requirements. Our team then drafts a clear project roadmap, ensuring transparency and regular updates throughout development. From prototyping to testing and deployment, we work collaboratively to bring your vision to life.
Can LasyaAitech help us scale our existing software or migrate to new technology?
Absolutely! We specialize in upgrading existing systems, improving performance, and enabling seamless migration to modern technologies. Our team ensures minimal downtime and a smooth transition tailored to your growth objectives.
Why should I choose LasyaAitech over other software development companies?
With a proven track record of delivering successful projects like MailBluster and ThemeWagon, we combine technical expertise with a client-first approach. Our agile methods and attention to detail ensure we exceed expectations and deliver measurable results.
How do you ensure the security and scalability of your solutions?
We prioritize security at every stage of development, implementing industry-best practices to protect your data and systems. Our solutions are designed to be scalable, allowing your business to grow without limitations, ensuring long-term success.
