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Telmai Reviews & Product Details

Telmai Overview

What is Telmai?

Telmai is an AI-powered data observability platform that continuously monitors data across every stage of the pipeline—from ingestion to business applications. Designed for structured and semi-structured data, Telmai automatically detects anomalies, drifts, and data quality issues in real-time without sampling, ensuring reliable data for business intelligence, analytics, and AI workloads. Telmai's open architecture enables seamless data quality monitoring across the entire pipeline, integrating with over 250 systems, including data lakes, warehouses, streaming sources, and cloud storage. This provides deep insights into the health, accuracy, and consistency of data in complex environments. Telmai’s low-code interface empowers both business and technical teams to define custom metrics, automate remediation workflows, and ensure data is always actionable and reliable.

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Product Description

Telmai is the data observability platform designed to monitor data at any step of the pipeline, in-stream, in real time, and before it hits business applications. Telmai supports data metrics for structured and semi-structured data, including data warehouses, data lakes, streaming sources, messages queues, API calls and cloud data storage systems.


Seller Details
Seller
Telmai
Year Founded
2020
HQ Location
San Mateo , Ca
Twitter
@telmai1
93 Twitter followers
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®

Farnaz E.
FE
Overview Provided by:

Recent Telmai Reviews

Bob C.
BC
Bob C.Mid-Market (51-1000 emp.)
5.0 out of 5
"Telmai offers a solution for managing data streams into your data warehouse"
Monitoring the inflow of multiple data streams into a data warehouse can be extremely labor intensive especially if you are in an industry where da...
Ethan D. P.
EP
Ethan D. P.Enterprise (> 1000 emp.)
5.0 out of 5
"Fast and Easy Data Observability for the Enterprise"
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 f...
Jayesh I.
JI
Jayesh I.Enterprise (> 1000 emp.)
5.0 out of 5
"TelmAI-Loosely coupled Data Quality Assessment Platform"
To validate millions of records, data attributes and thereby detect anomalies, Telm AI provides users with flexibility to configure rules across ...
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Telmai Media

Telmai Demo - Granular data health insights
With telmai, users can automatically review data profile and drill down further to analyze data quality and health insights at a granular level
Telmai Demo - Telmai Investigator
Telmai's Investigator panel allows users to drill down into data patterns to explore trends at a granular level, identify anomalies, and compare distributions
Telmai Demo - Automated ML driven alerting policies
Telmai's Alerting Policies automatically detect data anomalies based on ML-driven thresholds, ensuring proactive monitoring. Get real-time alerts via Slack, Jira, or email to catch issues early and prevent downstream disruptions.
Telmai Demo - Define custom DQ rules with No code
Using an interactive low-code, no-code rule builder, both technical and non-technical users can easily set up validation checks with no complex coding needed and receive real-time alerts to ensure their data meets business requirements.
Telmai Demo - Identify trends and drifts using Time series analysis
Detect data drifts using time series analysis of historical trends to predict future values and thresholds, identifying deviations such as changes in correctness percentages.
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17 Telmai Reviews

4.9 out of 5
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17 Telmai Reviews
4.9 out of 5
17 Telmai Reviews
4.9 out of 5

Telmai Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons
G2 reviews are authentic and verified.
Bob C.
BC
Chief Data Scientist
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai 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. Review collected by and hosted on G2.com.

Ethan D. P.
EP
Director of Data Engineering
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai 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. Review collected by and hosted on G2.com.

Ale C.
AC
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai solving and how is that benefiting you?

The ability to have an overview of all the data at a glance, with segments, and to apply different rules to validate the quality at the same time, simplifies my work as a Data Quality PM. I like that ML-based engine components are available out-of-the-box to speed up the setup process. To make the detection more precise, I need and enjoy the flexibility to create and implement my own rules easily. Review collected by and hosted on G2.com.

G Santosh K.
GK
Application Development Associate
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai 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. Review collected by and hosted on G2.com.

Maria G.
MG
Senior Vice President Of Engineering
Enterprise(> 1000 emp.)
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Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai solving and how is that benefiting you?

Simplified the process of data quality review before we published the data to customers. In our case it was an internal customer - another department. Review collected by and hosted on G2.com.

Tejashree A.
TA
Booking and HolidayCheck Club
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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.

What problems is Telmai solving and how is that benefiting you?

Detecting exact data anomalies and inconsistencies and sharing them with the stakeholders and partners to act upon is very useful. Review collected by and hosted on G2.com.

Jayesh I.
JI
Tech Manager
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: Organic
(Original )Information
What do you like best about Telmai?

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.

What do you dislike about Telmai?

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

What problems is Telmai solving and how is that benefiting you?

TelmAI is eliminating the need to write custom code to validate data 

attributes that are very dynamic.

By setting expectations/rules, it is allowing me to 

launch new scopes much more quickly and efficiently

without the need to have any set up effort Review collected by and hosted on G2.com.

RN
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Telmai?

A no-code on-boarding of the platform and can connect to our data source(s) in BigQuery seamlessly and options for alerting.

Telmai intuitively will learn from data patterns and finds the baseline to monitor drifts and any gaps to send alerts.

We not only know if the data pipeline ran successfully but also data is as expected - which is a huge peace of mind. Review collected by and hosted on G2.com.

What do you dislike about Telmai?

Nothing specific, as with any startup entering a new space. Telmai is shipping new features and improvements at an awesome rate. It would be great for the team to continue the pace and add more features that help highlight the importance of data quality and observability! Review collected by and hosted on G2.com.

What problems is Telmai solving and how is that benefiting you?

Telmai is helping solve two major problems for us. 1) When the data moves through the pipelines, we want to know if the run was successful and completed 2) The data that was transformed is accurate and as expected.

Are there any drifts in the attributes that we care and alert us if the difference is outside the normal range. Review collected by and hosted on G2.com.

Kishore D.
KD
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Telmai?

We were impressed by Telmai's flexibility and de-coupled architecture, which make it a standout option in the market. With a wide range of adapters available, integrating Telmai with different data sources across cloud providers (such as Snowflake, Google Bigquery, and AWS S3) is a breeze. Moreover, Telmai's support for real-time API integration enables automated decisions in complex workflows, while the granular-level insights it provides make it easy to quickly review and identify patterns and drifts. All the additional requested features were delivered very quickly. Review collected by and hosted on G2.com.

What do you dislike about Telmai?

None at this point. Liked both the product and the quality of support received towards implementation. Review collected by and hosted on G2.com.

What problems is Telmai solving and how is that benefiting you?

With Telmai, we no longer need to invest time and resources in creating a bespoke data observability solution tailored to specific project needs. Telmai offers a powerful solution that can effectively handle structured and semi-structured data, enabling you to focus on your core business objectives without compromising data quality or accuracy. With Telmai, we were able to bridge the gap between data and insights, to gain valuable insights into complex data to drive better decisions, all while reducing the time and resources required for data observability. Review collected by and hosted on G2.com.

Harsha B.
HB
Toastmasters International, District Leader
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: Organic
What do you like best about Telmai?

The team! I got a preview of their product when they were in their initial stages and I recently again had a chance to view their product to test it out with big data and was amazed to see the rate at which the product had matured and the immense amount of features built in such a short time by a team of people that understand the problems of the data industry and have a deep know-how of the solution. The features I specifically would like call out are the ease of integration, and the overall user experience. Good luck and I look forward to working with Telmai in the future! Review collected by and hosted on G2.com.

What do you dislike about Telmai?

I havent found any glaring issues as of yet, but once I have the opportunity to use the product in depth, I might update this. Review collected by and hosted on G2.com.

What problems is Telmai solving and how is that benefiting you?

Validations for a huge amount of data Review collected by and hosted on G2.com.