Amazon Macie Alternatives (September 2025)

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

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

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

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

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

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

AWS IoT Device Defender makes it easier to maintain, manage, and configure security policies for all your IoT devices. Get the tools to identify and respond to security issues.

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

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

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.

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

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.

Learn how AWS Key Management Service (KMS) provides you with logs of key usage to help you meet your regulatory and compliance needs.

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

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

De-risk your data and deliver new value with Immuta's sensitive data discovery, security and access control, and activity monitoring.

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.

Amazon AppFlow is an integration service that enables you to securely transfer data between SaaS applications and AWS services without code.

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.

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

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

AWS Security Hub is a cloud security posture management service that automates best practice checks, aggregates alerts, and supports automated remediation.

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.

Fortra data classification software is a multi-platform data protection solution that can help your organization protect its sensitive data wherever it lives.

Metomic's human-centric data security solution integrates instantly with your SaaS apps to help you detect, protect and secure sensitive data hiding in your SaaS apps. The go-to software for data security teams worldwide, Metomic enables professionals to remediate any policy violations and educate their team to build a human firewall.

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

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

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.

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

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

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

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.

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.

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.

AWS Shield is a managed DDoS protection service that safeguards applications running on AWS

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

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.

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

Strengthen data security with advanced data risk visualization, protection, and remediation capabilities through data compliance automation, audit features, reporting and real-time monitoring.

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.

A fully-managed, cloud-native directory from Amazon Web Services (AWS)

Locate, track, and protect your sensitive data from inside and outside threats using DataSecurity Plus

Learn how Ground Labs makes data discovery and compliance simple and secure, with a unique set of software options for all needs and budgets.

Describes Amazon Forecast in AMS.

AWS WAF helps you protect against common web exploits and bots that can affect availability, compromise security, or consume excessive resources.

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.

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

Access management for AWS services and resources. Manage fine-grained permissions and analyze access to refine permissions.

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

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

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

Amazon SimpleDB is a simple database storage solution that allows developers to simply store & query data items via web services requests, saving time.

The easiest way to build and scale generative AI applications with foundation models.

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

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!

Data Discovery, DSPM and DLP (Data Loss Prevention) to protect sensitive PII, PHI, PCI data across apps like Slack, Zendesk, GDrive, ChatGPT, Google, M365.

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.

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.

Using PKWARE technology to establish and manage your organization's Data Privacy Operations puts you in full control.

AWS IoT SiteWise makes it easy to collect, organize, and analyze data from industrial equipment at scale.

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

AWS Firewall Manager is a security management service that allows you to centrally configure and manage firewall rules across your accounts and applications in AWS Organizations.

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

Learn how Netwrix Enterprise Auditor can help you secure your sensitive data, prove regulatory compliance and enhance IT productivity.

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

Use Amazon VPC Lattice to securely connect your applications and services by defining policies for network access, traffic management, and monitoring.

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.

Learn how customers run Kubernetes on Amazon EKS with detailed case studies and videos.

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

Learn about AWS Inferentia an ML chip presented by AWS.

Connect Active Directory to AWS resources or set up a new directory on AWS for your directory-aware workloads.

Imperva's Data Risk Analytics leverages AI-driven analytics to provide actionable insights, ensuring swift risk mitigation and reducing false positives.

There is no other place where customers can find data files, data tables, and data APIs from a vast portfolio of third-party data sets. We continuously innovate to make the world's third-party data easy to find in one data catalog.

DataSunrise Database Security offers comprehensive protection with advanced firewall, database activity monitoring, masking, and compliance.

The world's only fully automated DSPM. Continuously discover and classify critical data, remove exposures, and stop threats in real-time with AI-powered automation.

AWS App Mesh is an application networking service mesh that lets you more easily monitor and control communications across services.

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

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

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.

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

Amazon DocumentDB is a fast, scalable, and highly available document database that is MongoDB compatible.

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.

AWS Snowball is a petabyte-scale data transport service that uses secure devices to transfer large amounts of data into and out of the AWS Cloud. Snowball addresses challenges like high network costs, long transfer times, and security concerns to migrate data as efficiently as possible.

Prevent unauthorized users from accessing sensitive information with Dynamic Data Masking. Get real-time data de-identificationand de-sensitization.

Fully managed Windows file system for business applications.

Amazon Kinesis Data Analytics helps you easily build Apache Flink apps, streaming Java apps, and real-time SQL queries to get real-time analytics, clickstream analytics, log analytics, event analytics, and iot analytics.

AWS VPN establishes encrypted connections for hybrid connectivity networks with AWS Site-to-Site VPN and remote workforce access with AWS Client VPN.

AWS IoT Device Management allows you to securely onboard, organize, monitor, and remotely manage IoT devices at scale.

Fasoo Data Radar supports data discovery, classification, and protection meeting data privacy regulations: GDPR, HIPPA, CPRA, NYDFS, and PCI

Spirion is the best in the world at accurate, automated and continuous Discovery, Classification and Remediation of at-risk sensitive data.

AWS Database Migration Service (DMS) is a highly resilient, secure cloud service that provides database discovery, schema conversion, data migration, and ongoing replication to and from a wide range of databases and analytics systems.

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

AWS Resource Access Manager helps you securely share your AWS resources with other AWS accounts.

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

Informatica Intelligent Cloud Services Data Security Cloud protects sensitive and private data, improves compliance, and enforces use policies.

Imperva secures APIs by monitoring and classifying sensitive data to inform a positive security model that stops attackers.

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.

Introducing Microsoft Purview Data Governance, a comprehensive tool leveraging AI and machine learning for more effective data visibility, data management, and data governance.

Locate, classify, and manage data in order to mitigate privacy risks and protect sensitive information with an on prem software.