AWS IoT Analytics Alternatives (September 2025)

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

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

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

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.

AWS IoT Events lets you monitor your equipment or device fleets for failures or changes in operation, and trigger actions when such events occur.

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.

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

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

AWS IoT Core enables secure two-way communication between internet-connected devices and AWS services with device gateway and device SDK capabilities.

ThingSpeak is the open IoT platform with MATLAB analytics.

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

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

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

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.

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

AWS IoT Greengrass is an open-source edge runtime and cloud service that helps you build, deploy, and manage intelligent device software.

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

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

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

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.

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

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.

AWS Compute Optimizer recommends more efficient AWS compute resources for your workloads to reduce costs and improve performance.

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.

Amazon MQ is a managed message broker service for Apache ActiveMQ and RabbitMQ that simplifies setup and operation of open-source message brokers on AWS.

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

The Warp 10 platform is built to simplify managing and processing Time Series data. It includes a Geo Time Series database and a companion analytics engine.

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.

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

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

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

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.

Amazon API Gateway helps you build HTTP, REST, and WebSocket APIs with a fully managed service that makes it easy to create, publish, maintain, manage, monitor, and secure APIs.

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

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

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

Industrial companies use Ubidots to launch and scale applications for condition monitoring, smart manufacturing, cloud SCADAs, vibration analysis, and more.

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

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

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.

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

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.

AWS CodeDeploy makes it easier for you to rapidly release new features, avoid downtime during application deployment, and handle the complexity of updating your applications.

AWS Step Functions lets you orchestrate multiple AWS services into serverless workflows so that you can build and update applications quickly.

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

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

Accelerate application development with 100% serverless GraphQL and Pub/Sub APIs. Get 250,000 API requests free per month for 12 months.

Bosch IoT Suite is the Bosch Group’s core family of products and services enabling sophisticated AIoT solutions.

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.

Ivanti Neurons for IIoT enables supply chain businesses to automate and optimize operations, collect and analyze data and boost operational efficiency.

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.

AWS Cost Explorer has an easy-to-use interface that lets you visualize, understand, and manage your AWS cloud costs and usage over time.

Connect, develop, & deliver IoT apps quickly & easily with state-of-the-art Cloud IoT Application Enablement Platform

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

AWS Lambda is a serverless compute service for running code without having to provision or manage servers. You pay only for the compute time you consume.

Accelerate your full-stack web and mobile app development with AWS Amplify. Easy to start, easy to scale. No cloud expertise needed.

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

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

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

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.

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

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

Amazon EventBridge is a serverless event bus that ingests data from your own apps, SaaS apps, and AWS services and routes that data to targets.

The Golioth IoT platform helps developers to build, secure, manage, and connect custom hardware, then capture, transform, and route device data to the cloud.

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

Build and test code with automatic scaling, and pay only for the build minutes you use.

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

AWS Cloud9 is a cloud-based integrated development environment (IDE) that lets you write, run, and debug your code with just a browser.

Particle helps the world's most innovative companies power their connected machines, vehicles, and products.

Learn about AWS Inferentia an ML chip presented by AWS.

AWS Device Farm is an application testing service that allows you to test iOS, Android, and web applications on real smartphones, tablets and desktop web browsers.

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

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.

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

Vertica provides a best-in-class, unified analytics platform that will forever be independent from underlying infrastructure.

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

Exosite leading Industrial Internet of Things (IoT) platform, remote condition monitoring, asset management and maintenance

AWS Elemental MediaConnect is a high-quality live video transport service that delivers video more efficiently than satellite or fiber-optic connections.

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

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.

IoT management software by Datablaze gives you full real-time visibility of your IoT devices. Take control of your billing, data usage and reporting.

AWS CodePipeline automates the build, test, and deploy phases of your release process each time a code change occurs.

Describes Amazon Forecast in AMS.

Watson IoT Platform home page

Explore Facttwin Industrial IoT Analytics & Production Monitoring. Optimize Operations with Real-time Insights and Predictive Machine Health Monitoring.

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

Intelligent platform that digitizes any equipment or workstation. Plug & play installation, customizable dashboards and real-time data.

DataLakeHouse.io (DLH.io) is a Data Orchestration and Data Security Platform built for People and Customer Insights. As an advanced end-to-end analytics platform it offers a suite of data tools including ELT and PII Data Security scanning, industry-specific pre-built Models using DBT and Google DataForm, combining analytics with Machine Learning to offer actionable insights and predictions for extremely effective business decision-making.

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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.

Easily manage and analyze data with Panoply, the easiest cloud data platform. Try Panoply's no-code data warehouse for free & connect your data in minutes.

AWS Budgets is the simplest way to monitor your AWS spend and be alerted when you exceed or are forecasted to exceed your desired spending limit.

MicroStrain’s SensorCloud is a unique sensor data storage, visualization and remote management platform that leverages powerful cloud computing technologies to provide excellent data scalability, rapid visualization, and user programmable analysis.

An IoT platform is a set of software tools to connect and manage devices. Cumulocity IoT, the #1 self-service IoT platform, adds tools for integration and analytics.

Explore your machines and infrastructures with intelligent sensors and powerful artificial intelligence. Reduce risks and improve execution performances.

AWS Graviton processors deliver the best price performance for your cloud workloads, optimized for a range of general-purpose, compute, memory, and storage-intensive workloads.