Amazon Comprehend Medical Alternatives (September 2025)

Amazon Comprehend Medical is a a HIPAA-eligible service that uses machine learning to extract health data from medical text.

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1.
Natural Language Processing Service - Amazon Comprehend - AWS
https://aws.amazo
.com/comprehend/

Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

2.
Sensitive Data Discovery and Protection - Amazon Macie - AWS
https://aws.amazo
.com/macie/

Amazon Macie is a data security service that uses machine learning (ML) and pattern matching to discover and help protect your sensitive data.

3.
IBM Watson Natural Language Understanding
https://www.ib
.com/products/natural-language-understanding/

Watson Natural Language Understanding is an API uses machine learning to extract meaning and metadata from unstructured text data. Is is available as a managed service or for self-hosting.

4.
Deep Learning Virtual Machine - AWS Deep Learning AMIs - AWS
https://aws.amazo
.com/machine-learning/amis/

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

5.
Machine Learning Service - Amazon SageMaker - AWS
https://aws.amazo
.com/sagemaker/

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

6.
Docker Images for Machine Learning - AWS Deep Learning Containers - AWS
https://aws.amazo
.com/machine-learning/containers/

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.

7.
Image Recognition Software, ML Image & Video Analysis - Amazon Rekognition - AWS
https://aws.amazo
.com/rekognition/

Amazon Rekognition automates image recognition and video analysis for your applications without machine learning (ML) experience.

8.
Machine Learning Devops - Amazon DevOps Guru - AWS
https://aws.amazo
.com/devops-guru/

Amazon DevOps Guru is a machine learning service designed to detect abnormal operating patterns so you can identify issues before they impact your customers.

9.
AI Chatbot - Amazon Lex - AWS
https://aws.amazo
.com/lex/

Amazon Lex is a fully managed AI service for building conversational interfaces into any application. Start creating a chatbot, voice assistant, machine learning-powered IVR, or virtual agent today.

10.
Recommender System, Recommendation Engine - Amazon Personalize - AWS
https://aws.amazo
.com/personalize/

Amazon Personalize is an ML service that helps developers quickly build and deploy a custom recommendation engine with real-time personalization and user segmentation.

11.
Business Intelligence Tools - Amazon QuickSight - AWS
https://aws.amazo
.com/quicksight/

Amazon QuickSight is a cloud-native, serverless, business intelligence (BI) with native machine learning (ML) integrations and usage-based pricing, allowing insights for all users.

12.
Big Data Platform - Amazon EMR - AWS
https://aws.amazo
.com/emr/

Amazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and machine learning applications using open-source analytics frameworks such as Apache Spark, Apache Hive, and Presto.

13.
Healthcare Data Standardization | IMO Precision Normalize
https://www.imohealt
.com/imo-precision-normalize/

IMO Precision Normalize extracts, standardizes, and enriches structured and free text clinical data and maps it to all standard codes.

15.
Cloud Data Warehouse - Amazon Redshift - AWS
https://aws.amazo
.com/redshift/

Amazon Redshift is a fast, fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data.

16.
Lustre File System - Amazon FSx for Lustre - AWS
https://aws.amazo
.com/fsx/lustre/

Fully managed Lustre file system integrated with S3 for workloads that require fast access to compute and high throughput such as high performance computing (HPC), media rendering, and machine learning (ML) training data sets.

17.
Cloud Computing Services - Amazon Web Services (AWS)
https://aws.amazo
.com/

Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

18.
Cloud Natural Language | Google Cloud
https://cloud.googl
.com/natural-language/

Analyze text with AI using pre-trained API or custom AutoML machine learning models to extract relevant entities, understand sentiment, and more.

19.
Intelligent Threat Detection – Amazon GuardDuty – AWS
https://aws.amazo
.com/guardduty/

Amazon GuardDuty is a threat detection service that monitors for malicious activity and anomalous behavior to protect AWS accounts, workloads, and data.

20.
What is custom question answering? - Azure AI services | Microsoft Learn
https://learn.microsof
.com/en-us/azure/ai-services/language-service/question-answering/overview/

Custom question answering is a cloud-based Natural Language Processing (NLP) service that easily creates a natural conversational layer over your data. It can be used to find the most appropriate answer for any given natural language input, from your custom project.

21.
Automated Vulnerability Management - Amazon Inspector - AWS
https://aws.amazo
.com/inspector/

Amazon Inspector is an automated vulnerability management service that continually scans AWS workloads for software vulnerabilities and unintended network exposure.

22.
OCR Software, Data Extraction Tool - Amazon Textract - AWS
https://aws.amazo
.com/textract/

Amazon Textract is a machine learning (ML) service that uses optical character recognition (OCR) to automatically extract text, handwriting, and data from scanned PDF documents, forms, and tables.

23.
Open Source Search Engine - Amazon OpenSearch Service - AWS
https://aws.amazo
.com/opensearch-service/

Unlock fast and scalable search, monitoring, and analysis for log analytics and website search by deploying and running OpenSearch and ALv2 Elasticsearch.

24.
Command Line Interface - AWS CLI - AWS
https://aws.amazo
.com/cli/

The AWS Command Line Interface (CLI) provides a unified tool to manage your AWS services directly from the command line.

25.
Interactive SQL - Amazon Athena - AWS
https://aws.amazo
.com/athena/

Amazon Athena is a serverless, interactive analytics service that provides a simplified and flexible way to analyze petabytes of data where it lives.

26.
Efficient Batch Computing – AWS Batch - AWS
https://aws.amazo
.com/batch/

AWS Batch allows developers, scientists, and engineers to efficiently process hundreds of thousands of batch and machine learning computing jobs on AWS.

27.
Cloud Email Sending Service - Amazon Simple Email Service - AWS
https://aws.amazo
.com/ses/

Amazon Simple Email Service (SES) is a cost-effective, flexible, and scalable email service provider that allows developers to send email from within any application.

28.
Data Collaboration Service - AWS Clean Rooms - AWS
https://aws.amazo
.com/clean-rooms/

AWS Clean Rooms helps companies and their partners more securely analyze and collaborate on their collective datasets without sharing or copying one another’s underlying data.

29.
Authentication Service - Customer IAM (CIAM) - Amazon Cognito - AWS
https://aws.amazo
.com/cognito/

Implement customer identity and access management (CIAM) that scales to millions of users with Amazon Cognito, fully managed authentication service.

30.
Speech To Text - Amazon Transcribe - AWS
https://aws.amazo
.com/transcribe/

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech to text capability to their applications

32.
Managed Graph Database - Amazon Neptune - AWS
https://aws.amazo
.com/neptune/

Amazon Neptune is a fast, fully managed database service powering graph use cases such as identity graphs, knowledge graphs, and fraud detection.

33.
Cloud Process Flow - Amazon Simple Workflow Service - AWS
https://aws.amazo
.com/swf/

Amazon SWF is a cloud process flow management application that gives developers tools to coordinate applications across multiple machines.

34.
Capture & Record Video Streams - Amazon Kinesis Video Streams - AWS
https://aws.amazo
.com/kinesis/video-streams/

Capture, process, and store video streams & media streams for computer vision apps, smart home apps, smart city apps, and real-time video analytics.

35.
Content Delivery Network - Amazon CloudFront - AWS
https://aws.amazo
.com/cloudfront/

Amazon CloudFront is a content delivery network (CDN) service that helps you distribute your static and dynamic content quickly and reliably with high speed performance, security, and developer ease-of-use.

36.
Get migration ready with the AWS Cloud Adoption Readiness Tool | AWS Public Sector Blog
https://aws.amazo
.com/blogs/publicsector/get-migration-ready-aws-cloud-adoption-readiness-tool/

Driven by the need for greater productivity, lower costs, and more recently being able to scale a remote workforce, organizations around the world are moving their IT workloads to the cloud. Planning a move to the cloud requires upfront pre-migration planning; this is as important as the implementation itself. But it can be daunting to know where to start or what needs to be in place for a successful migration. The Amazon Web Services (AWS) Cloud Adoption Readiness Tool (CART) can help provide insight into your level of readiness and what you can do to improve it.

37.
Config Tool – AWS Config – Amazon Web Services
https://aws.amazo
.com/config/

AWS Config is a config tool that helps you assess, audit, and evaluate the configurations and relationships of your resources.

38.
Docsumo - Document AI Platform Built for Scale & Efficiency
https://www.docsum
.com/

Automate data extraction, validation & review from unstructured documents with 99% accuracy. Get 10 times more efficient at processing various documents with Docsumo's IDP solution and custom-made APIs.

40.
Redis OSS-Compatible In-Memory Database - Amazon MemoryDB - AWS
https://aws.amazo
.com/memorydb/

Amazon MemoryDB is a Redis OSS-compatible, durable, in-memory database service that delivers ultra-fast performance.

42.
Secure Data Lake - AWS Lake Formation - AWS
https://aws.amazo
.com/lake-formation/

AWS Lake Formation makes it easier to centrally govern, secure, and globally share data for analytics and machine learning.

43.
Fully Managed Game Backend – Amazon GameSparks – Amazon Web Services
https://www.gamespark
.com/

Amazon GameSparks is a fully managed game backend service that manages and scales your cloud infrastructure.

44.
ETL Service - Serverless Data Integration - AWS Glue - AWS
https://aws.amazo
.com/glue/

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, integrate, and modernize the extract, transform, and load (ETL) process.

45.
AI Medical Documentation for Physicians & Hospitals | Augmedix
https://augmedi
.com/

Augmedix harnesses the power of AI to provide industry-leading medical documentation & data services, giving physicians more time to focus on patient care.

46.
Cloud Computing Training & Classes - Training and Certification - AWS
https://aws.amazo
.com/training/

Build your AWS Cloud Skills with AWS Training and Certification. Learn AWS online with free digital training, in-person classroom training, virtual classroom training, and private on-site and virtual training. Learn more!

47.
Security Compliance Management - AWS Artifact - AWS
https://aws.amazo
.com/artifact/

AWS Artifact provides on-demand access to select security reports, compliance reports, and agreements with AWS.

48.
SMS Service - Amazon Pinpoint - AWS
https://aws.amazo
.com/pinpoint/

Amazon Pinpoint is a flexible, scalable marketing communications service that connects you with customers over email, SMS, push notifications, or voice.

49.
DeepScribe AI Medical Scribe
https://deepscrib
.ai/

DeepScribe's ambient AI medical scribe leverages the most advanced speech recognition models to capture patient encounters in real time, writing AI-generated medical documentation directly within the EHR for a clinician to review and sign-off.

50.
Amazon EC2 - Cloud Compute Capacity - AWS
https://aws.amazo
.com/ec2/

Amazon EC2 provides secure, resizable compute in the cloud, offering the broadest choice of processor, storage, networking, OS, and purchase model.

52.
Time Series Database - Amazon Timestream - AWS
https://aws.amazo
.com/timestream/

Amazon Timestream is a fast, scalable, serverless time series database service for Internet of Things (IoT) and operational applications that helps you store and analyze time series data.

53.
Managed Container Apps Service - AWS App Runner - AWS
https://aws.amazo
.com/apprunner/

AWS App Runner helps you deploy and scale from your source code or container image to a secure web application on AWS.

54.
Data Stream Processing - Amazon Kinesis - AWS
https://aws.amazo
.com/kinesis/

Collect streaming data, create a real-time data pipeline, and analyze real-time video and data streams, log analytics, event analytics, and IoT analytics.

55.
Security HSM - AWS CloudHSM - AWS
https://aws.amazo
.com/cloudhsm/

AWS CloudHSM provides total access management control and protection for your encryption keys with secure and compliant hardware security modules (HSMs).

56.
57.
IT Asset Discovery - AWS Cloud Map - AWS
https://aws.amazo
.com/cloud-map/

AWS Cloud Map is a cloud resource discovery service. With Cloud Map, you can define custom names for your application resources, and it maintains the updated location of these dynamically changing resources. This increases your application availability because your web service always discover the most up-to-date locations of its resources.

58.
Cloud Password Management, Credential Storage - AWS Secrets Manager - AWS
https://aws.amazo
.com/secrets-manager/

AWS Secrets Manager allows you to rotate, manage, and retrieve database credentials, API keys, and other secrets through their lifecycle.

59.
Distributed Ledger Software & Technology - Amazon Managed Blockchain - AWS
https://aws.amazo
.com/managed-blockchain/

Use Amazon Managed Blockchain (AMB) to build with Scalable Blockchain Network at scale without any specialized infrastructure investment.

60.
Managed Kafka - Amazon Managed Streaming for Apache Kafka (MSK) - AWS
https://aws.amazo
.com/msk/

Amazon MSK is a fully managed, secure, and highly available Apache Kafka service that makes it easy to ingest and process streaming data in real time at a low cost.

61.
APM Tool - Amazon CloudWatch - AWS
https://aws.amazo
.com/cloudwatch/

Amazon CloudWatch is a monitoring service built for DevOps engineers, developers, site reliability engineers (SREs), IT managers, and product owners.

62.
Video Conferencing - Amazon Chime - AWS
https://aws.amazo
.com/chime/

Amazon Chime lets users meet and chat online, and the Amazon Chime SDK lets developers add audio and video collaboration to their applications.

63.
Medsender | HIPAA Compliant Fax Automation for Healthcare
https://medsende
.com/

HIPAA-compliant fax, forms, and document AI automation that integrates with your EMR. Medsender is an easy-to-use platform loved by healthcare providers.

65.
VPC Networking - AWS PrivateLink - AWS
https://aws.amazo
.com/privatelink/

AWS PrivateLink provides private connectivity between VPCs, AWS services, and on-premises applications securely on AWS.

66.
Cloud Cost Reporting - AWS Cost & Usage Report - AWS
https://aws.amazo
.com/aws-cost-management/aws-cost-and-usage-reporting/

AWS Cost & Usage Reports contains the most comprehensive set of AWS cost and usage data available, including additional metadata about AWS services, pricing, and reservations.

67.
Low Latency Network - AWS Local Zones - AWS
https://aws.amazo
.com/about-aws/global-infrastructure/localzones/

AWS Local Zones are a type of AWS infrastructure deployment that make it possible to run low latency applications closer to end users or on-premises installations in a specific geography.

68.
New Service: AWS Transfer for SFTP, a fully managed SFTP service for Amazon S3
https://aws.amazo
.com/about-aws/whats-new/2018/11/aws-transfer-for-sftp-fully-managed-sftp-for-s3/

Introducing AWS Transfer for SFTP, a fully managed SFTP service for Amazon S3. AWS Transfer for SFTP enables you to easily move your file transfer workloads that use the Secure Shell File Transfer Protocol (SFTP) to AWS without needing to modify your applications or manage any SFTP servers.

69.
IoT Analytics - AWS IoT Analytics - AWS
https://aws.amazo
.com/iot-analytics/

AWS IoT Analytics makes it simple to run and operationalize analytics on massive volumes of IoT data, without the cost and complexity of building an IoT analytics platform.

70.
License Manager Software - AWS License Manager - AWS
https://aws.amazo
.com/license-manager/

AWS License Manager makes it easier for you to manage your software licenses from vendors, such as Microsoft, SAP, Oracle, and IBM, across AWS and on-premises environments.

71.
Push Notification Service - Amazon Simple Notification Service - AWS
https://aws.amazo
.com/sns/

Amazon SNS is a managed messaging service for communication, allowing messaging between decoupled microservices applications or directly to users with SMS texts, mobile push, and email.

72.
SAS Visual Text Analytics Solutions | SAS
https://www.sa
.com/en_us/software/visual-text-analytics.html/

Uncover insights hidden in massive volumes of textual data with SAS Visual Text Analytic solution, to help you get the most out of unstructured data.

73.
AWS IoT| Industrial, Consumer, Commercial, Automotive | Amazon Web Services
https://aws.amazo
.com/iot/

AWS IoT lets you securely connect and manage devices, collect and analyze device data, and build and deploy solutions that drive greater business value.

74.
Message Queuing Service - Amazon Simple Queue Service - AWS
https://aws.amazo
.com/sqs/

Amazon SQS fully managed message queuing makes it easy to decouple and scale microservices, distributed systems, and serverless applications.

75.
Real-Time Streaming Analytics - Amazon Kinesis Data Streams - AWS
https://aws.amazo
.com/kinesis/data-streams/

Amazon Kinesis Data Streams is a fully managed, serverless data streaming service that stores and ingests various streaming data in real time at any scale.

76.
Extracting Comments Insights
https://commentsanalytic
.com/

Extracting the comments of pages to analyse and present the insights in them.

77.
Fully Managed Container Solution – Amazon Elastic Container Service (Amazon ECS) - Amazon Web Services
https://aws.amazo
.com/ecs/

Amazon Elastic Container Service (Amazon ECS) provides a fully managed container service solution that’s easy to use, scalable, secure, and reliable.

79.
Cloud Development Framework - AWS Cloud Development Kit - AWS
https://aws.amazo
.com/cdk/

AWS Cloud Development Kit (CDK) is an open-source software development framework used to model and provision your cloud application resources with familiar programming languages.

80.
Knowledge Discovery | OpenText
https://www.opentex
.com/products/idol-unstructured-data-analytics/

Use artificial intelligence & NLP to leverage key insights stored deep within your unstructured data. Analyze & act on text, audio, video, image data, & more.

81.
Secure File Transfer Service - AWS Transfer Family - AWS
https://aws.amazo
.com/aws-transfer-family/

AWS Transfer Family enables fully managed support for SFTP, FTPS and FTP to move large amounts of data into AWS.

82.
Leading NLP Labeling and Private LLM Development Platform | Datasaur
https://datasau
.ai/

Label your data 10x quicker and develop your own enterprise LLMs with our multi-model, best-in-industry tools.

83.
Ground Station As A Service - AWS Ground Station - AWS
https://aws.amazo
.com/ground-station/

AWS Ground Station is a fully managed service that lets you control satellite communications, downlink and process satellite data, and scale your satellite operations quickly, easily and cost-effectively without having to worry about building or managing your own ground station infrastructure

84.
ChatPulse | Slack Marketplace
https://slac
.com/apps/A0471BKCK9T-chatpulse/

ChatPulse uses cutting-edge natural language processing (NLP) to identify trends in sentiment and emotions across your business and gain real insights into team communication. ChatPulse is unobtrusive

85.
Secure PACS Cloud for Medical Imaging | Apps for Radiology
https://www.medica
.io/

Medicai offers medical imaging infrastructure (cloud based PACS, exchange), enabling secure and compliant data access and fast collaboration around DICOM files.

86.
GraphRAG for enterprise GenAI - Lettria
https://lettri
.com/

Lettria is an AI-powered platform that transforms unstructured data into structured knowledge, enabling smarter, context-rich decision-making.

87.
Cloud Healthcare API | Google Cloud
https://cloud.googl
.com/healthcare-api/

A secure, compliant, fully managed service for managing healthcare data in FHIR, HL7v2, and DICOM formats and unstructured text in natural language.

88.
Cohere | The leading AI platform for enterprise
https://coher
.ai/

Cohere provides industry-leading large language models (LLMs) and RAG capabilities tailored to meet the needs of enterprise use cases that solve real-world problems.

89.
Advanced Artificial Intelligence API
https://nlpclou
.io/

Advanced AI platform, for NER, sentiment analysis, emotion analysis, text classification, summarization, dialogue summarization, question answering, text generation, image generation, translation, language detection, grammar and spelling correction, intent classification, paraphrasing and rewriting, code generation, chatbot/conversational AI, automatic speech recognition api, speech to text, semantic similarity, semantic search, speech synthesis, Part-Of-Speech tagging, tokenization, lemmatization, and embeddings. Use the best AI engines without sacrificing data privacy.

90.
DeepCura AI: Industry Leading AI Medical Scribe
https://www.deepcur
.ai/

DeepCura AI | Best AI Medical Scribe. DeepCura AI is the only platform that provides a built-in clinical scanner, clinical prompt shortcuts and real-time transcript diarization.

91.
XpertDox | AI-powered Automated Medical Coding Solutions for Healthcare
https://www.xpertdo
.com/

XpertDox is revolutionizing the medical coding process with Artificial Intelligence. Find out how our solutions are helping businesses improve their revenue cycle.

92.
Purpose-Built Databases on AWS | Amazon Web Services
https://aws.amazo
.com/products/databases/

The broadest selection of relational and NoSQL purpose-built databases, fully managed, high performance, and ready to scale.

93.
MedStack: HIPAA Compliance Software for Digital Healthcare
https://medstac
.co/

MedStack is the only solution that combines the power of a platform with builtin security and provable compliance.

94.
Unwrap.ai | AI-powered feedback analytics
https://www.unwra
.ai/

Understand your customer needs with our AI-powered feedback analytics platform. Save time and resources by building what customers care about.

95.
Intelligent Automation Solutions | Intelligent Document Automation Platform | Infrrd
http://infrr
.ai/

Infrrd's intelligent data processing & automation solutions automate data extraction from complex, unstructured documents with guaranteed accuracy. Schedule a demo now!

97.
Managed SQL Database - Amazon Relational Database Service (RDS) - AWS
https://aws.amazo
.com/rds/

Amazon Relational Database Service (RDS) is a fully managed, open-source cloud database service that allows you to easily operate and scale your relational database of choice, including Amazon Aurora, PostgreSQL, SQL Server, and MySQL.

98.
Certificate Manager- AWS Certificate Manager - AWS
https://aws.amazo
.com/certificate-manager/

Use AWS Certificate Manager to provision, manage, and deploy public and private SSL/TLS certificates with AWS services and internal connected resources.

99.
Amazon S3 - Cloud Object Storage - AWS
https://aws.amazo
.com/s3/

Amazon S3 is cloud object storage with industry-leading scalability, data availability, security, and performance. S3 is ideal for data lakes, mobile applications, backup and restore, archival, IoT devices, ML, AI, and analytics.