Telmai Reviews & Product Details

he most helpful thing about Telmai is that it provides complete, end-to-end data observability without relying on sampling. It continuously monitors data across the entire pipeline — from ingestion to consumption, detecting anomalies, drifts, and quality issues in real time. Its support for multiple data formats and open architectures makes it easy to integrate with modern data stacks, while the no/low-code interface helps both technical and business users identify and fix problems quickly. Overall, Telmai is most helpful in ensuring trust, accuracy, and reliability of enterprise data with minimal operational effort.

The main upsides of using Telmai are its strong data reliability, visibility, and ease of use. It ensures full data observability across pipelines without sampling, so every record is checked for accuracy. Telmai’s real-time anomaly detection helps catch issues early, preventing bad data from affecting analytics or AI models. It’s highly integrative, supporting diverse data formats and cloud or on-prem systems, making it flexible for complex enterprise environments. The low-code interface and automated insights save time for data engineers and make it accessible to business teams too. Overall, Telmai improves data quality, trust, and operational efficiency while reducing manual monitoring effort. Review collected by and hosted on G2.com.

he main downsides of Telmai are its initial learning curve and the effort needed to train and configure it effectively. Managing a large number of data assets can be a bit cumbersome, and some users feel the UI could be more intuitive for large-scale operations. Additionally, because Telmai offers full data validation and advanced monitoring, it can be costlier than simpler data-quality tools. Overall, while powerful, it requires some setup time and planning to get the most value from it. Review collected by and hosted on G2.com.

I like Telmai because it is simple to track data quality and it quickly spot the issues without needing complicated setup. It saves time by automated checks and clear the alerts. Review collected by and hosted on G2.com.

Some deeper insights of Telmai application feels limited and understanding the detailed metrics takes extra attention. Few advanced options of Telmai feel less flexible than expected. Review collected by and hosted on G2.com.

The ease of implementation, the quality of customer support, and how often I use the product are all important factors for me. Review collected by and hosted on G2.com.

To be honest, there isn't really anything noteworthy in my opinion. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Analyze and detect in a timely manner data quality issues from a deep perspective. Having a variety of views makes it easier to detect issues, prioritize which ones to tackle, and size their impact.

Data Observability with great details is critical to us as a data company, as is being able to drill down to help the investigation and pinpoint the root cause, as well as high level summaries for non-technical teams to share to show improvements in data quality. Review collected by and hosted on G2.com.

Everything has been going well so far. Each request has been taken into consideration by the product team. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

The Telmai team really understands the data quality challenges very well. As a Sr VP of Data engineering for me it was critical to ensure the quality of the data my team was managing had a high degree of confidence with the stakeholders. However I needed a more automated and ML based approach towards ensuring so we optimize the team productivity and also control the infrastructure and engineering spend on these initiatives low.

Telmai was super easy to on-board and get started. We specifically liked that the Telmai easily integrated with our heterogeneous data ecosystem and provided deep insights in days.

The visual and interactive UX made it easy to identify and resolve blind spots in data for both technical and non-technical users. Collaboration on tools was easy and I got better visibility into our data health. We specifically liked that the tool easily integrated with our heterogeneous data ecosystem and provided insights. Overall we were able to greatly accelerate our data quality journey using Telmai. Review collected by and hosted on G2.com.

When we engaged with Telmai, the product was in its nascent stage but the team is super solid and highly motivated to add capabilities and address gaps rapidly. Review collected by and hosted on G2.com.

For me, the biggest highlight is a very approachable team that was super engaged with us right from the beginning to understand our needs and wants. They are very open to feedback and can quickly act upon it.

As I led the data engineering team, my job was to build a modern and efficient data platform with highly automated data pipelines. New data ingestions happened with minimal development efforts but came with a trade-off that assumed correct and consistent data. Therefore a system that could catch data inconsistencies and provide a seamless data ingestion process is valuable.

Since our first collaboration, the product has matured and evolved a lot; I am happy to see new promising features that can help any data organization. Review collected by and hosted on G2.com.

Nothing major. The data organization of every company and industry is very complex and different, so building one solution that works for everyone is a challenging feat. Review collected by and hosted on G2.com.

To validate millions of records, data attributes

and thereby detect anomalies, Telm AI provides users with flexibility

to configure rules across the data set.

Thus there is no need to write custom code to detect errors in data.

Also,it provides users with Alerts every time a new data set is 

ingested.

The alerts can be observed for every iteration of data that is ingested 

thereby giving user trend report to determine the fluctuation in data. Review collected by and hosted on G2.com.

All features are great and the team is always supportive Review collected by and hosted on G2.com.