Healthcare AI Development Services

We build AI-powered healthcare software that transforms medical data, streamlines workflows, and improves patient outcomes safely, securely, and in full regulatory compliance.

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Our Expertise in Healthcare AI

Medical Data Transformation

We use AI-driven techniques, including Optical Character Recognition (OCR) and Intelligent Document Recognition (IDR), to convert scanned documents, PDFs, and handwritten forms into structured, machine-readable formats. This enables EHR compatibility and unlocks downstream automation and analysis.

  • Multi-format ingestion: images, scans, PDFs
  • Structured output for EMR/EHR systems
  • Data pre-processing for model readiness

Data Normalization and Validation

Our solutions apply Natural Language Processing (NLP) and large language models to clean, standardize, and verify extracted medical data. This reduces human error, improves auditability, and ensures data is ready for regulatory use and AI-powered insight generation.

  • Terminology mapping and unit normalization
  • Compliance-grade accuracy verification
  • LLM-powered analysis of clinical language for context-aware validation

AI Model Training on Academic and Clinical Resources

We train LLMs and custom models on curated medical datasets, educational material, and clinical guidelines, turning static knowledge into searchable, intelligent knowledge bases that support learning and diagnosis.

  • Custom AI-powered medical knowledge bases and tutors
  • AI-based learning environments for students and clinicians
  • Support for diagnosis verification and treatment planning

AI-Driven Clinical Decision Support (CDS)

We develop machine learning and LLM-based solutions that identify comorbidities, suggest treatment plans, and surface evidence-based recommendations, helping clinicians make informed decisions faster and with more confidence.

  • Risk flagging and diagnostic support tools
  • Patient history modeling and summarization
  • AI-enhanced treatment pathway suggestions

Recent Case Studies

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Online Clinic

Online Clinic

B2B Saas-Based platform for providing online Healthcare services with secure Audio & Video communication & Electronic Patient Health Records

Online School

Online School

GDPR-compliant solution that acts as an online environment for managing curriculum and student/teacher performance

Online Clinic Software Prototype

Online Clinic Software Prototype

Software prototype of a B2B platform designed to offer secure audio and video communication for delivering online healthcare services, and also includes electronic patient health records functionality

ChatGPT-Based Study Assistant Mobile App

ChatGPT-Based Study Assistant Mobile App

An e-Learning company faced a challenge of improving the academic performance of their students. The goal was to create an app for study assistance with a database for each supported subject. The project evolved to be a Mobile Application with integrated ChatGPT API

Online School Software Prototype

Online School Software Prototype

Software prototype of a curriculum and performance management platform for Schools and Universities

Care Service App

Care Service App

Care service app for managing and delivering personalized assistance to elderly clients

AI Assistant for Teachers

AI Assistant for Teachers

AI-driven SaaS solution for schools designed to reduce teachers’ workload by automating the preparation of materials for homework, classroom quizzes, and cumulative assessments, and by providing automated grading with analytical insights

AI-driven Customer Support App

AI-driven Customer Support App

AI-driven SaaS solution for customers requiring rapid and efficient resolution of appliance support and repair issues

AI-Powered Brain-Computer Interface App

AI-Powered Brain-Computer Interface App

The Brain-Computer Interface (BCI) and AI-powered mobile app leverages EEG signals to manage stress, attention, and cognitive load, ultimately enhancing overall learning outcomes

Smart Diapers Mobile and Web Apps

Smart Diapers Mobile and Web Apps compatible with Virtual Assistant

Our team has developed iOS and Web apps that can be perfectly suitable for both medical personnel in daycare centers use and personal use by young parents

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AI-Powered Healthcare Solutions with Robust Data Integration

Client-Specific Data Training

We train AI models using proprietary client datasets, tailoring logic and outputs to reflect real-world workflows, patient demographics, and clinical decision patterns.

Trusted Research Databases

We integrate high-value research data such as the Optimum Patient Care Research Database (OPCRD), containing over 24 million de-identified UK primary care records, updated monthly and built for population-scale analysis.

Collaborative Data & Development

For clients without ready-made datasets, we provide full support across data collection, labeling, refinement, and feedback cycles, ensuring your AI models evolve in step with your product and organizational needs.

Commitment to Ethical Standards
We uphold strict ethical and regulatory compliance, prioritizing patient confidentiality and data security in every healthcare AI project. Our approach ensures that all solutions are built on ethically sourced data and designed for long-term trust, transparency, and clinical relevance.

We Build Healthcare AI Solutions For

  • HOSPITALS
  • CLINICS
  • TELEMEDICINE PROVIDERS
  • HEALTHTECH STARTUPS
  • MEDICAL TRAINING PLATFORMS
  • WELLNESS & MENTAL HEALTH

What Kind of Healthcare AI Development Approach Are You Looking For?

Modular AI Components for Existing Healthcare Systems

We integrate AI into your current platforms, EHRs, patient portals, diagnostic tools, using modular, privacy-conscious building blocks. This approach accelerates delivery and ensures compatibility with your infrastructure, workflows, and compliance requirements.
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Custom-Built AI Healthcare Solutions

We provide full-cycle, end-to-end AI software development tailored to your clinical needs, data environment, and regulatory obligations. From architecture to model training, we design solutions that safely extend your capabilities while meeting healthcare-grade performance and security standards.
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Seamless and Secure Healthcare AI Software Development

We design healthcare AI solutions with patient data security and compliance as foundational principles. Our software is built to meet the stringent demands of regulated environments, with deployment models and access controls designed for real-world clinical settings.

Compliance-Driven Architecture

Our healthcare AI software adheres to major medical data regulations, including HIPAA, HITECH, GDPR, PIPEDA, and ISO/IEC 27001, among others. We implement governance frameworks, audit trails, access restrictions, and consent-aware processing to ensure compliance across regions and institutions.

On-Premises and Private Cloud Deployment

We offer flexible deployment models that include on-premises installation or Virtual Private Cloud (VPC) environments, ideal for hospitals, clinics, or research institutions requiring localized infrastructure and full control over data residency.

Secure Data Handling Across Systems

We handle patient records, diagnostics, and sensitive clinical data with end-to-end encryption, tokenized authentication, and fully auditable data flows. All patient data is processed under strict de-identification protocols, including data anonymization and masking where required, ensuring privacy throughout training and deployment.

Built to Scale Without Compromising Safety

Our modular architecture supports gradual rollout and scaling without sacrificing control, traceability, or compliance. Whether you’re adding new features, integrating new data sources, or onboarding new facilities, your safeguards remain intact.

Core Healthcare AI Services

AI Strategy & Technical Discovery

We help clients define viable AI use cases in clinical, administrative, or diagnostic contexts. Our technical discovery process includes regulatory due diligence, architecture planning, and integration strategy.

Custom Healthcare AI Software Development

We design and build AI-powered applications for healthcare, from patient-facing portals to Clinical Decision Support (CDS) solutions, customized to match your data, compliance, and infrastructure needs.

Clinical System Integration & Interoperability

We integrate AI modules into existing EHRs, lab systems, or practice management software, ensuring seamless interoperability with HL7, FHIR, and other healthcare data exchange protocols.

Medical Data Engineering & Preprocessing

We extract, clean, and structure unformatted clinical data using AI-driven OCR, IDR, and NLP, transforming it into usable input for downstream workflows, analytics, and AI model training.

AI Model Compliance, Validation & Monitoring

We audit, validate, and monitor deployed AI models to ensure ongoing compliance with relevant standards, tracking drift, accuracy, and risk factors over time while ensuring that personally identifiable information is not retained or inferred.

AI-Enabled Tooling for Medical Education & Training

We build AI tools that support education and training, generating adaptive content, automating assessment workflows, and enabling LLM-powered tutoring across clinical subject areas.

Related Services

Software Audit & Issue Resolution

We conduct independent software audits to identify potential risks, bottlenecks, and vulnerabilities. Then, we provide targeted issue resolution, including code refactoring, performance optimization, and security enhancements

Our Approach to Healthcare AI Development and Support

Each of the steps below can be the start of our collaboration. We can build the software from scratch or take over existing third-party designs, code, and software.

Requirements

Design

Development

Testing

Deployment

Maintenance

Where Do We Go From Here?

Learning About Your Needs

We will provide detailed breakdowns and specific course of action based on your timeline, budget, selected technology, and much more.

Documentation & NDA

You will be able to share any existing deliverables such as documents, designs, and code, with the assurance of an NDA to protect your intellectual assets.

Planning and estimates

Our analysis will cover all available data, resulting in a thorough functional decomposition and an accurate, detailed estimation for your project.

Financial Proposal

We’ll prepare Basic, Recommended, and Advanced cost offers for you to choose from, providing options that scale with your business needs and budget considerations.

Kick-off

Post-contract, you'll be introduced to your project's dedicated team. We will start the work, ensuring complete transparency and involving you throughout the process.

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Components Behind Our Healthcare AI Solutions

Data ingestion pipelines (OCR, IDR, sensor feeds)

Medical terminology mapping layer

NLP/LLM-based parsing modules

EHR and EMR integration interfaces

Model training and inference engine

Clinical rules and compliance logic

User-facing portals and dashboards

Private cloud or on-premises deployment container

Encrypted audit and monitoring layer

Consent and access management module

Technologies We Use in Healthcare AI Projects

Frameworks & Toolkits

TensorFlow

PyTorch

Scikit-learn

Hugging Face Transformers

LangChain

Healthcare Data Standards & Interoperability

HL7

FHIR

DICOM

SNOMED CT

ICD-10

Optical & Text Recognition

Tesseract OCR

PaddleOCR

Amazon Textract

OpenAI Whisper

NLP & LLM APIs

GPT

Claude

Llama

Azure OpenAI

Cohere

Infrastructure & Deployment

Docker

Kubernetes

Azure Health Data Services

AWS HealthLake

Virtual Private Cloud (VPC)

Vector & Contextual Storage

FAISS

Pinecone

Weaviate

ElasticSearch

Compliances

Include global & country-specific regulations

AI Technologies

Advanced solutions tailored to each project

Scope Management

Clearly defining the project's scope and boundaries and effectively managing any changes that occur. Then the project remains focused, and resources are not wasted on unnecessary work.

Timeline Management

Establish a realistic schedule that considers all the tasks that need to be completed, regularly monitor progress, and make adjustments to stay on track.

Cost Management

Control actual costs by accurately estimating and tracking expenses and adjusting as needed to stay within budget.

Quality Control

Meet expected quality by setting clear requirements, analyzing expectations, and implementing quality control processes.

PM Methodologies we use

Project Life Cycle Diagram

18

Years of Experience

337

Products Launched

21

Client Countries

Client Reviews

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Slide

They were able to overcome any problem that could arise. SEVEN's delivered platform met the client's needs and requirements. Their professional project management and communicative approach to keep the team updated were also key to the engagement's success. The team also praised their reliability and dedication throughout the partnership.

Analytics Company

Executive
Slide

SEVEN is a true part of our team. They’ve made an exceptional commitment to us. Quality, reliability, and scalability are the qualities they bring to our development. They're deeply committed to responsive communication and available in emergent situations. They’re a full-service agency that allows us to work with just one partner for this whole complex project.

Spare Parts Business

CTO & Co-Founder
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Without SEVEN, this technology wouldn't exist, and we wouldn't have a product. Their work ethic is phenomenal, and the team is very passionate about their work and what they deliver. They want to provide the best service and build the best product possible.

On-Demand Gym Membership Platform

Founder
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One thing that I loved about working with SEVEN was how transparent they were. Their level of engagement and communication was excellent. The team also had a really impressive, in-depth discovery process. Their process actually provided a lot of support especially in areas that I hadn’t considered.

UX Design Agency

Co-Founder & Director
Slide

They’re extremely professional, and they pay great attention to me as a customer. SEVEN has created an app that stands out from the competition in terms of functionality and design. A proactive, attentive team, they consistently under-promise and over-deliver. Customers can expect a fast, impactful engagement.

Repair Service App

Founder
Slide

I got the impression that we're dealing with true professionals and that they understand our needs. The most impressive thing about this company is how they deliver a project with ease. They would do their best to help us reach our goals. And I felt they truly understand the project.

LED Group

Digital Design & Project Lead
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SEVEN are great to work with and highly organized. Prior to even starting, SEVEN focused on understanding the needs of the project. The product met and exceeded our expectations. Also, very effective and honest communication. We are looking forward to building out the platform further with SEVEN.

Environmental Engineering Firm

Founder & CEO
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We liked the new site's aesthetic look, with 100% satisfaction from our internal team, thanks to SEVEN. They promised high-quality engineers/web developers, and they delivered, which resulted in a successful project outcome.

Computer Networking Company

CEO
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SEVEN was always on top of communication and accommodation. They were transparent about the process and how they kept up with the work. SEVEN did a fantastic job with the project. Once we secure more funding, we'll continue our collaboration with SEVEN because of how well they did.

University

Medical Physicist
Slide

They’ve been instrumental in the business and have implemented all required features for the platform. They’ve delivered on time and have been flexible with the team composition and communication tools. Their work ethic and passion for the project stand out.

On-Demand Gym Membership Platform

Founder
Slide

SEVEN delivered good quality software on time, which satisfied our requirements. Their availability throughout impressed us. Project was finished in good quality and in time, and the only thing they can do in the future is to keep the current quality of work.

Telecommunications Company

CTO
Slide

Their flexibility and friendliness were impressive. SEVEN delivered a well-functioning e-commerce platform, including its staging environment. Everything worked as expected.

Social Impact Startup

Technical Lead
Slide

The calculator that SEVEN developed was successfully launched, which proven profitable and valuable. The team was an understanding partner who provided practical recommendations to mitigate emerging risks. Their knowledge, professionalism, and skills helped the client save money and time.

Human Resources Company

Managing Director
Slide

SEVEN has a lot of great ideas that hadn't even crossed our minds. They are communicative, professional, and responsive to feedback. Moreover, they've adapted their team composition to fit the client's budget. Their passion for their work results in valuable ideas that stand out.

Flight Support Company

CTO
Slide

The deliveries were always on time and they responded very well to our requests. Their developers impressed with their great job and professional communication.

Guitar School

Owner
Slide

SEVEN made a huge work to provide a turn-key solution for this project. Their flexibility and friendly​ atmosphere were impressive in the workflow. Their versatility stood out in the partnership.

Communications Platform

Founder
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