Telmai Data Observability

What do you like best about the product?

Monitoring the inflow of multiple data streams into a data warehouse can be extremely labor intensive especially if you are in an industry where data standards and transfer protocols are not well-established like in our business, advertising, where partners often change content format and structure without notice. Telmai’s software offers the power of AI with an ability to learn the intricacies and nuances of our data streams, flagging changes that represent anomalies that need attention.

What do you dislike about the product?

As with any AI product there is a need to spend time and effort training the system. There is also a learning curve for the data analysts so that they fully understand the true capabilities of the software. However, these requirements are not ponderous and still represent a significant reduction in time and effort versus trying to build similar capabilities in-house.

What problems is the product solving and how is that benefiting you?

We manage over 130 different data channels representing the full activities we have engaged in with our different ad campaigns. It goes beyond ‘simple’ bookkeeping. These data represent the raw material used for ROI analyses and all other efforts to validate the impact of these campaigns. Data capture and data quality are of paramount importance. Without a tool like this, we would be looking at the need for several additional headcounts strictly purposed for data monitoring and QA.

What do you like best about the product?

The tool was quick to set up, is cloud-native, has an intuitive UI and workflow, and generates ML-based anomalies out of the box without the need for complex configurations. It is the fastest tool to onboard data for observability, while also using its own external compute to keep costs from accruing in costly warehouses. It integrates well with our data source systems and the Telmai team has been able to work within our preferred communication tools to provide real-time support and advice. The tool is running smoothly in production and I use it every day.

What do you dislike about the product?

Management of large numbers of tables can be a hassle if not properly planned. There is some room for UI enhancements that would make that management easier.

What problems is the product solving and how is that benefiting you?

Telmai allows us to implement both business and general data quality rules on out critical data assets to ensure the highest quality data products for our internal and external customers. It is easy to onboard new data assets, customize rules for existing assets, and set up meaningful anomaly detection. We are able to use Telmai to run data quality tests, data regression tests, and provide assurance to our customers that the data is of the highest quality.

What do you like best about the product?

Telmai is a platform that appears to be designed to help data teams detect and investigate anomalies in real time. Using machine learning and artificial intelligence algorithms, Telmai can help identify unusual patterns and behaviors in data that may indicate potential issues or abnormalities.

What do you dislike about the product?

Telmai is a technological platform designed for real-time data monitoring, which may come at a higher cost than other more general-purpose data monitoring tools. However, the cost can be customized as per the utilization and need

What problems is the product solving and how is that benefiting you?

Telmai helps data teams proactively address problems before they become more significant issues or threats.
It is a valuable platform for data teams looking to proactively detect and investigate anomalies in real-time, potentially improving their ability to mitigate risks and respond to potential threats more quickly and effectively.

What do you like best about the product?

It is was way easy to use at it is a no-code Saas tool to start off with. Second, it was a seamless experience all together to manage large datasets and to get the entire info within seconds.

What do you dislike about the product?

The biggest drawback is that it does not provide API. This eventually does not help with integrations with major applications and services. They will need to work around it soon.

What problems is the product solving and how is that benefiting you?

We had it for a limited time, and it helped us a little bit when it came to collecting data and viewing it all under one umbrella. The dashboard was quite intuitive.

What do you like best about the product?

1. Easy to onboard.
2. Easy integration with different systems.
3. Simple yet interactive UI.
4. Overall improvement in the data quality.

What do you dislike about the product?

Since launch the product has improved a lot, there were certain issues in the starting but all thanks to responsive team to get them fixed in time.

What problems is the product solving and how is that benefiting you?

Overall process of customers deliverables was simplified.