Natural language processing (NLP) is transforming the healthcare industry by enabling companies to extract value from unstructured clinical data. From automating medical documentation to improving patient communication and analyzing physician notes, NLP helps streamline processes and enhance care delivery. This article highlights companies that specialize in applying NLP to healthcare use cases, offering tools and services that support more efficient, accurate, and data-driven operations.
1. AI Superior
At AI Superior, we deliver AI solutions designed to solve real challenges in the healthcare sector, with a strong focus on natural language processing (NLP). We help healthcare organizations unlock value from unstructured data like clinical notes, patient feedback, and medical records. Since our founding in 2019 by Dr. Ivan Tankoyeu and Dr. Sergey Sukhanov, we have built a team capable of applying advanced NLP techniques to improve diagnostics, documentation, and operational workflows in healthcare settings.
Our work in healthcare NLP is guided by structured project management, where we align every implementation with specific clinical or business goals. Whether it’s building models to extract key insights from physician notes or designing systems that support patient engagement, we follow a well-defined life cycle from concept to deployment. This approach helps us reduce project risks, deliver practical results, and ensure transparency throughout the process.
We combine deep technical knowledge with healthcare domain understanding. Our PhD-level experts in data science and machine learning collaborate with clients to build scalable, secure, and compliant NLP systems. We don’t stop at delivery – we provide training, ongoing support, and tools to help teams maintain and evolve their solutions as healthcare demands grow more complex.
Key Highlights:
- Founded in 2019 by experts Dr. Ivan Tankoyeu and Dr. Sergey Sukhanov
- Specializes in transforming AI concepts into scalable solutions
- High success rate in Proof of Concept (PoC) projects
- Effective risk management in AI project life cycles
- Team comprised of PhD-level data scientists and engineers
Services:
- AI and Data Strategy Development
- Process Optimization with AI
- AI Use Case Discovery & Identification
- AI Training and Workshops
- Generative AI Development
Contact Information:
- Website: aisuperior.com
- Address: Robert-Bosch-Str.7, 64293 Darmstadt, Germany
- Contact Email: info@aisuperior.com
- Phone Number: +49 6151 3943489
- LinkedIn: www.linkedin.com/company/ai-superior
- Twitter: x.com/aisuperior
2. Google Cloud
Google Cloud offers the Healthcare Natural Language API, a service designed to extract structured medical information from unstructured text. This API identifies medical concepts such as diseases, medications, and procedures within clinical notes and maps them to standardized medical vocabularies.
It also assesses contextual attributes, including temporal relationships and certainty assessments, to provide a comprehensive understanding of the extracted data. The Healthcare Natural Language API is part of the broader Cloud Healthcare API, which supports the ingestion, storage, and analysis of healthcare data. This integration allows for seamless incorporation of natural language processing capabilities into existing healthcare data workflows.
Services:
- Healthcare Natural Language API
- Entity extraction and clinical concept mapping
- Integration with standard medical vocabularies (SNOMED CT, ICD-10, RxNorm)
- AI model deployment for medical text analysis
- Real-time document processing for EHRs and clinical records
- Scalable infrastructure for healthcare data
Contact and Social Media Information:
- Website: cloud.google.com
- Address: 111 8th Ave, New York, NY 10011
- E-mail: press@google.com
- LinkedIn: www.linkedin.com/company/google
- Twitter: x.com/google
- Facebook: www.facebook.com/Google
- Instagram: www.instagram.com/google
3. IBM
IBM offers the Watson Natural Language Processing (NLP) Library for Embed, a containerized software library that enables developers to integrate advanced NLP capabilities into their applications. This library provides functionalities such as sentiment analysis, entity extraction, and text classification, and is designed for deployment across various environments.
It combines open-source and IBM-developed algorithms to deliver robust AI capabilities. In the healthcare sector, IBM has developed Clinical Language Understanding and Extraction, which utilizes NLP and machine learning to analyze unstructured clinical data. This technology aims to provide intelligent insights from patient records, including automatically generated problem lists and disease-specific summaries, to support patient care.
Services:
- Watson NLP for Healthcare
- IBM Watson Annotator for Clinical Data
- Extraction of medical terms, symptoms, procedures
- Integration with EHRs and clinical platforms
- Conversational AI for patient engagement
- Support for SNOMED, ICD-10, LOINC, and other medical coding systems
Contact and Social Media Information:
- Website: www.ibm.com
- Address: 1 New Orchard Road, Armonk, New York 10504-1722, United States
- Phone: 1-800-426-4968
- LinkedIn: www.linkedin.com/company/ibm
- Twitter: x.com/ibm
- Instagram: www.instagram.com/ibm
4. Empeek
Empeek specializes in developing custom healthcare software solutions, including applications that leverage natural language processing to enhance medical records usability. Their expertise encompasses building NLP tools that facilitate the structuring and organization of unstructured clinical data, enabling efficient information retrieval and analysis for healthcare providers.
In addition to NLP, Empeek offers a range of AI and machine learning development services tailored to the healthcare industry. Their portfolio includes AI-powered mobile and web applications, deep learning solutions for complex data pattern recognition, predictive analytics for data-driven decision-making, and robotic process automation to automate repetitive tasks.
Services:
- Custom healthcare software with AI and NLP features
- EHR and EMR systems with integrated clinical text analytics
- AI-powered health monitoring and diagnostics
- Compliance with HIPAA, HL7, FHIR
- NLP for patient records and drug testing optimization
- Real-time alerts and workflow automation
Contact and Social Media Information:
- Website: empeek.com
- Address: 1169 Sweetspire St, Leander, TX 78641
- LinkedIn: www.linkedin.com/company/empeek
- Twitter: x.com/empeek_com
- Facebook: www.facebook.com/empeekcom
5. Lexalytics
Lexalytics provides software for natural language processing and text analytics, with products such as Salience for on-premise use and Semantria for cloud deployment. These tools support sentiment analysis, categorization, entity recognition, and intent detection across multiple languages. They also offer pre-configured domain models called Industry Packs for specific sectors, including healthcare.
In healthcare, Lexalytics works with partners to support Medical Affairs functions by analyzing unstructured data from sources like medical inquiries and conference content. They offer Data Extraction Services that process documents such as clinical records and regulatory texts into structured formats suitable for integration with electronic systems.
Services:
- NLP and text analytics for healthcare and pharma
- Salience (on-premise NLP library)
- Semantria (cloud-based NLP API)
- Entity extraction, sentiment analysis, and categorization
- Healthcare-specific industry pack (including ICD-10 concepts)
- Custom model development and tuning
- NLP for regulatory compliance and medical data interpretation
Contact and Social Media Information:
- Website: www.lexalytics.com
- Address: 10355 South Jordan Gateway, Suite 600, South Jordan, UT 84095
- Phone: +1-800-530-4251
- E-mail: rebecca@metzpr.com
- LinkedIn: www.linkedin.com/company/lexalytics
- Twitter: x.com/lexalytics
- Facebook: www.facebook.com/pages/Lexalytics/124936814233570
6. Databricks
Databricks supports the application of natural language processing to healthcare by enabling the extraction of structured data from clinical narratives. Its platform is used to identify and remove protected health information in accordance with data privacy regulations. Healthcare organizations also apply the platform to process medical text for downstream tasks such as coding, classification, and summarization.
The platform is further used to link NLP-derived insights with structured medical datasets. This supports the development of patient cohorts and facilitates clinical trial design by identifying relevant cases from large text corpora. Databricks enables these processes through integrations with tools like Spark NLP and collaborations with vendors providing healthcare-specific NLP models.
Services:
- AI and machine learning for healthcare data
- NLP model development for clinical documents
- Unified platform for structured and unstructured data
- Support for PHI and compliance with healthcare regulations
- MLflow for model tracking and deployment
- Collaborative notebooks for data science teams
- Integration with major cloud platforms for scalability
Contact and Social Media Information:
- Website: www.databricks.com
- Address: 160 Spear Street, 15th Floor, San Francisco, CA 94105
- Phone: 1-866-330-0121
- LinkedIn: www.linkedin.com/company/databricks
- Twitter: x.com/databricks
- Facebook: www.facebook.com/pages/Databricks/560203607379694
7. Chetu
Chetu develops custom software solutions with natural language processing capabilities for the healthcare industry. Their offerings include AI-powered chatbots that utilize NLP to enhance patient engagement by automating data collection and responding to inquiries. They also integrate NLP into hospital management systems to streamline administrative tasks and improve communication between patients and providers.
Additionally, Chetu incorporates NLP into electronic health record platforms to extract and analyze unstructured data, aiding in clinical decision-making. They also employ NLP for processing social determinants of health information from clinical texts, contributing to comprehensive patient care strategies.
Services:
- Custom healthcare software development
- Integration of AI and NLP for medical data analysis
- Development of EHR and EMR systems
- Telemedicine application development
- Compliance with HIPAA and other healthcare regulations
- Mobile health application development
Contact and Social Media Information:
- Website: www.chetu.com
- Address: 1500 Concord Ter., Suite 100, Sunrise, FL 33323
- Phone: 954 342 5676
- E-mail: sales@chetu.com
- LinkedIn: www.linkedin.com/company/chetu-inc-
- Twitter: x.com/chetuInc
- Facebook: www.facebook.com/chetuInc
8. NVIDIA
NVIDIA provides NLP tools for healthcare through its Clara platform, which includes a set of pre-trained biomedical language models and processing pipelines. These models, such as BioMegatron and GatorTron, are built on large datasets of biomedical literature and de-identified clinical records. The tools support a range of text-based tasks including concept extraction, entity recognition, and document classification, targeting applications in clinical data analysis and medical research.
The company also offers modular AI infrastructure in the form of containerized microservices that implement NLP capabilities for healthcare environments. These components are designed to integrate with existing systems and support automation of clinical documentation, report generation, and information retrieval.
Services:
- NVIDIA Clara NLP for healthcare
- GPU-accelerated AI platforms for medical imaging and genomics
- Development tools for building AI-powered healthcare applications
- Support for deep learning models in clinical research
- Scalable infrastructure for healthcare data processing
Contact and Social Media Information:
- Website: www.nvidia.com
- Address: 2788 San Tomas Expressway, Santa Clara, CA 95051
- Phone: +1 (408) 486-2000
- E-mail: info@nvidia.com
- LinkedIn: www.linkedin.com/company/nvidia
- Twitter: x.com/nvidia
- Facebook: www.facebook.com/nvidia
- Instagram: www.instagram.com/nvidia
9. ITRex Group
ITRex Group develops custom NLP systems for healthcare that process unstructured data from sources like patient records, doctor notes, and research articles. They apply methods such as named entity recognition, text classification, and optical character recognition to identify and structure medical data. Their solutions aim to convert free-text information into formats suitable for integration into digital systems or analytics workflows.
They also implement NLP-driven tools for use cases including clinical decision support, sentiment analysis in patient feedback, and automation of medical billing and coding tasks. By combining NLP with broader AI systems, their applications are built to handle high-volume medical text and support healthcare operations that rely on accurate data extraction and interpretation.
Services:
- AI and machine learning solutions for healthcare
- NLP applications for clinical data analysis
- Development of custom healthcare software
- Integration of AI into existing medical systems
- Compliance with healthcare industry standards and regulations
Contact and Social Media Information:
- Website: itrexgroup.com
- Phone: +1 213 436 7785
- E-mail: hello@itrexgroup.com
- LinkedIn: www.linkedin.com/company/itrex-group
- Twitter: x.com/itrexgroup
- Facebook: www.facebook.com/itrexgroupsoftware
- Instagram: www.instagram.com/itrexgroup
10. AltexSoft
AltexSoft provides software development and consulting services, including natural language processing applications for healthcare. Their work includes implementing systems for speech recognition and processing of medical text to assist with clinical documentation. These tools are designed to improve data accessibility and enable the analysis of policy-related healthcare documents.
The company also focuses on structuring unstructured content from sources like clinical notes and scientific articles. Their solutions are used in scenarios such as automating medical data extraction, enhancing search functionality across medical databases, and supporting administrative and diagnostic decision-making processes.
Services:
- AI and data science solutions for healthcare
- NLP for medical records and patient data analysis
- Development of predictive analytics tools
- Integration of AI into healthcare IT systems
- Compliance with HIPAA and other healthcare regulations
Contact and Social Media Information:
- Website: www.altexsoft.com
- LinkedIn: www.linkedin.com/company/altexsoft
- Twitter: x.com/AltexSoft
- Facebook: www.facebook.com/altexsoft
- Instagram: www.instagram.com/altexsoftcom
11. TrinetX
TriNetX operates a global network that connects healthcare organizations and life sciences companies to facilitate real-world research aimed at accelerating the development of new therapies. The company provides a self-service platform compliant with HIPAA, GDPR, and LGPD regulations, enabling users to access federated electronic health records and datasets.
This platform supports various functions, including protocol design, trial operations, safety signal refinement, and real-world evidence generation. In the healthcare sector, TriNetX offers solutions for clinical trial design and optimization, datasets and analytics, non-US oncology research, real-world evidence generation, and drug safety and pharmacovigilance. The platform allows users to evaluate study feasibility, streamline trial site collaboration, generate real-world evidence, and mitigate drug safety signals.
Services:
- Real-world data network for clinical research
- NLP for structuring and analyzing clinical data
- Patient cohort discovery and feasibility analysis
- Integration with EHR systems
- Support for clinical trial design and recruitment
Contact and Social Media Information:
- Website: trinetx.com
- Address: 100 Cambridgepark Drive, Suite 501, Cambridge, MA 02140 USA
- Phone: +1 (857) 285-6037
- E-mail: join@trinetx.com
- LinkedIn: www.linkedin.com/company/trinetx
12. Azati
Azati specializes in developing software solutions for the healthcare sector, focusing on processing unstructured medical data. They employ techniques such as text mining and speech-to-text conversion to extract and analyze information from clinical notes, patient records, and medical literature. In collaboration with pharmaceutical companies, Azati has created systems that utilize machine learning to analyze data from medical professionals.
These systems generate assessment reports by processing questionnaires and extracting insights, aiding in the evaluation of medical products and strategies. The solutions are designed to handle complex data inputs, providing structured outputs that support decision-making in pharmaceutical marketing and development.
Services:
- AI and machine learning solutions for healthcare
- NLP applications for medical data interpretation
- Custom software development for healthcare providers
- Integration of AI into existing healthcare systems
- Compliance with healthcare industry standards
Contact and Social Media Information:
- Website: azati.ai
- Address: 184 South Livingston Avenue Section 9, Suite 119, Livingston, NJ 07039
- E-mail: sales@azati.com
- LinkedIn: www.linkedin.com/company/azati-corporation
- Facebook: www.facebook.com/azati.world
13. Kody Technolab
Kody Technolab provides software development services for the healthcare industry, focusing on applications that process unstructured medical data. Their work includes implementing systems for speech recognition and text analysis to assist with clinical documentation. These tools aim to improve data accessibility and support medical policy assessments.
The company also develops solutions to structure unstructured content from sources like clinical notes and scientific articles. Their applications are used to automate medical data extraction, enhance search functionality across medical databases, and support administrative and diagnostic decision-making processes.
Services:
- AI and machine learning development for healthcare
- NLP solutions for patient data analysis
- Mobile and web application development for healthcare
- Integration of AI into healthcare IT systems
- Compliance with healthcare regulations
Contact and Social Media Information:
- Website: kodytechnolab.com
- Address: Datamac Analytics LLC, One Financial Plaza, FL 1000, Fort Lauderdale FL, 33394
- Phone: +91 93167 56367
- E-mail: sales@kodytechnolab.com
- LinkedIn: www.linkedin.com/company/kody-technolab-pvt-ltd
- Twitter: x.com/kody_technolab
- Facebook: www.facebook.com/Kodytechnolabs
- Instagram: www.instagram.com/kody.technolab
14. Folio3
Folio3 develops software solutions for the healthcare industry, focusing on processing unstructured medical data. Their applications include tools for transcribing and analyzing clinical documentation, aiming to improve data accessibility and support decision-making processes. For instance, they offer medical transcription software designed to convert patient visit recordings into accurate and searchable text documentation.
Additionally, Folio3 provides AI-powered chatbot solutions for healthcare. These chatbots are designed to understand patient queries and deliver context-aware responses, utilizing advanced language processing techniques. Features include pre-built and customizable templates for tasks such as appointment scheduling and patient screening, as well as voice-enabled assistance to facilitate natural interactions.
Services:
- AI solutions in healthcare, including NLP
- Medical imaging software development
- Healthcare process automation
- Custom medical diagnostic software
- Compliance with HIPAA and other healthcare standards
Contact and Social Media Information:
- Website: www.folio3.com
- Address: 160 Bovet Road, Suite # 101 San Mateo, CA 94402 USA
- Phone: +1 408 365 4638
- Linkedin: www.linkedin.com/company/folio3
- Facebook: www.facebook.com/folio3software
- Twitter: x.com/folio_3
15. Alaffia Health
Alaffia Health develops software for automating healthcare claims review processes. Their systems process unstructured data from itemized bills and medical records to support payment integrity checks. The company provides tools that digitize clinical documentation and apply rules-based assessments to identify discrepancies in submitted claims.
They also offer an assistant that interprets and summarizes clinical records and drafts responses for claim determinations. These tools are used by healthcare payers to speed up the review of facility claims and reduce manual input in administrative workflows.
Services:
- AI-powered payment integrity solutions for healthcare payers
- Automation of pre-payment claim reviews
- NLP for analyzing medical claims and records
- Reduction of fraud, waste, and abuse in healthcare payments
- Compliance with healthcare industry regulations
Contact and Social Media Information:
- Website: www.alaffiahealth.com
- E-mail: sales@alaffiahealth.com
- LinkedIn: www.linkedin.com/company/alaffia-health
16. Authenticx
Authenticx provides a platform that aggregates and analyzes customer interactions, including calls, emails, and chats, to offer insights for healthcare organizations. Their system processes these communications to identify trends related to customer friction, agent performance, and compliance events. The platform includes features such as AI-driven reporting and search functionalities to support data-driven decision-making.
The company offers solutions tailored for various healthcare sectors, including life sciences, hospitals, and health plans. Their tools are designed to enhance patient experiences, improve operational efficiency, and monitor compliance by analyzing conversational data. Authenticx also provides an AI-powered assistant to help users navigate and interpret customer data.
Services:
- AI-powered call center analytics for healthcare
- NLP for analyzing patient and member interactions
- Quality assurance and compliance monitoring
- Insights into customer experience and operational efficiency
- Integration with existing healthcare communication systems
Contact and Social Media Information:
- Website: authenticx.com
- LinkedIn: www.linkedin.com/company/authenticx
- Facebook: www.facebook.com/beauthenticx
- Instagram: www.instagram.com/be_authenticx
Conclusion
Natural language processing (NLP) is revolutionizing the healthcare industry by enabling organizations to extract meaningful insights from unstructured data, enhance patient care, and improve operational efficiency. The companies highlighted in this article offer a diverse range of NLP solutions tailored to the unique needs of healthcare providers, payers, and researchers. From developing custom AI models to integrating NLP into existing systems, these organizations are at the forefront of leveraging language technology to drive innovation in healthcare.
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