AWS IoT Analytics Reviews & Product Details

We previously used AWS IoT Analytics to process IoT telemetry. Since AWS has closed the service to new customers, newer architectures increasingly rely on AWS IoT Core, Amazon Kinesis, AWS Glue, Amazon Timestream, Amazon S3, and Amazon Athena to support analytics workflows.

AWS IoT Analytics streamlined the end-to-end IoT analytics pipeline with Channels, Pipelines, Data Stores, Datasets, and built-in SQL transformations. Rather than building ETL pipelines manually, we could handle data cleansing, filtering, enrichment, and analysis within a single managed service.

It also integrated smoothly with QuickSight for dashboards and SageMaker for machine learning, which reduced development effort for operational analytics. Review collected by and hosted on G2.com.

It was mainly designed for IoT workloads rather than broader, general-purpose analytics, which made it less flexible than modern lakehouse architectures built on S3 and Glue. As AWS moved toward more comprehensive analytics services, migrating away from it became necessary. Review collected by and hosted on G2.com.

- Easy to deploy and configure and analyze the data from various devices.

- Also the registration of IoT devices is simple and easy

- The main thing is that it is fully managed like we don't have to manage the underlying infrastructure. Review collected by and hosted on G2.com.

Nothing in this service that is to be disliked it is just perfect when we have large amount of data to be analysed like in TB's then it slow downs and hangs a bit, and one more thing is pricing that is bit higher. pricings like data processing, query execution needs to reduced. Rest all is just FINE !! Review collected by and hosted on G2.com.

Aws IoT service is a great off-the-shelf solution where you don't need to think about the infrastructure just plug in and go. Especially for the startup where fast shipping is really important. You can directly work with your data like sending emails, sms using lambda function, sns, sqs and so on. Review collected by and hosted on G2.com.

Lack of proper guidelines like how to connect to the core, how to connect to other services.These documents are hard to find. Review collected by and hosted on G2.com.

AWS IoT analytics tool helps me to analyze data from a not small number of devices about 3 thousand devices moreover helps me to build fast, responsive IoT applications this and you have to imagine that's all happen without managing hardware or infrastructure!! well done AWS Review collected by and hosted on G2.com.

Nothing is disliked for the service itself, but I if I would say to Amazon to make the pricing a little bit lower in specific for the query execution and data processing prices. Review collected by and hosted on G2.com.

The best part is the real time analysis and the inbuilt predictive abilities along with the data crunching and data cleaning features ! Helps identify trends and is really useful in my area of Forecasting !! as well as trend prediction - there are also workarounds for very niche and specific methods like Holt's linear, simple exponential smoothening, Holt's winter linear forecasting ! Review collected by and hosted on G2.com.

It hangs a bit and slows down often since the data load is pretty heavy , also you need good system integration with the Amazon web services cloud system. I would like to see some more pre-installed directories similar to python Review collected by and hosted on G2.com.

It provides vast experience and gives you an idea of all the hardware-connected information. We used AWS Lambda, SNS, MQTT, DYNAMODB, MYSQL, EVENT RULE and AWS IoT. Review collected by and hosted on G2.com.

The complexity of AWS documentation is kind of confusing. The analytics tools itself is easy to configure and get start with it. Review collected by and hosted on G2.com.

It's one of the best analytical platforms. The IoT systems are full of unstructured data, which makes it difficult to analyze. But This service gives a very user-friendly environment that is well managed as well as cost-effective. We don't have to worry about cost, complexity. It is also scallable. Review collected by and hosted on G2.com.

It is well implemented and well managed but it has a lack of third-party service integration like Sentry. It should add integration of leading third-party services. Review collected by and hosted on G2.com.

services and understanding the real-time problem solving capacity. Review collected by and hosted on G2.com.

usually i don't feel like there need to be any update but once i feel that i'll defenatly try to share my thoughts. Review collected by and hosted on G2.com.

AWS is a fully managed service that makes it easy to run IoT applications. Review collected by and hosted on G2.com.

It is tightly coupled only with AWS Services. It needs to extend its support to more platforms. Currently, the analysis can only be done using AWS tools. However, support can be extended to native database tools too. Review collected by and hosted on G2.com.

Software is easy to use. Helps with predictive analysis of data by providing access to pre-built analytical functions. Provides ability to visualize analytical output from service. Review collected by and hosted on G2.com.

Nothing is disliked for the service itself, but I if I would say to Amazon to make the pricing a little bit lower in specific for the query execution and data processing prices. Review collected by and hosted on G2.com.