--- title: Telmai Reviews meta\_title: 'Telmai Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 22 reviews by the users' company size, role or industry to find out how Telmai works for a business like yours. aggregate\_rating: rating\_value: 4.9 review\_count: 22 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Telmai Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Telmai but has limited features. Are you part of the Telmai team? [Upgrade your plan](https://my.g2.com/telmai/upgrade?utm_campaign=s3&utm_medium=claim-popup&utm_source=g2) to enhance your branding and engage with visitors to your profile! 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. * * * Seller [Telmai](https://www.g2.com/sellers/telmai) Discussions [Telmai Community](https://www.g2.com/products/telmai/discuss) Overview by Farnaz Erfan Show More ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![GTM Studio - Powered by ZoomInfo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "GTM Studio - Powered by ZoomInfo") GTM Studio - Powered by ZoomInfo 4.5/5(3,512) ](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) [ ![Demandbase One](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Demandbase One") Demandbase One 4.4/5(1,988) ](https://www.g2.com/products/demandbase-one/reviews) [ View All Alternatives ](https://www.g2.com/products/telmai/competitors/alternatives) ## User Insights Average based on 22 real user reviews. [Log in to unlock pricing and user insights](/login) ## Telmai Integrations (1) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Zapier ](https://www.g2.com/products/zapier/reviews) Show More ![Valerie S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Valerie S.") VS Valerie S. Senior Data Reliability Engineer Enterprise (\> 1000 emp.) 1/23/2026 "Telmai is essential for maintaining trust and reliability in production data pipelines" 5/5 What do you like best about Telmai? Telmai has fundamentally changed how we approach data reliability at scale. The ML-driven anomaly detection catches issues in our pipelines before they impact downstream consumers—things like schema drift, data freshness violations, and statistical outliers that would be nearly impossible to monitor manually across our data estate. What sets it apart is the balance between automation and control: we get intelligent, out-of-the-box checks that adapt to our data patterns, but we can also define custom validation rules for business-critical datasets. This has shifted our team from firefighting data incidents to proactively maintaining SLAs, and the automated alerting means stakeholders get notified immediately when thresholds are breached. The integration with our existing stack of cloud data storage providers like Amazon S3, Google, Snowflake, and Starburst was straightforward, and it scales without adding significant compute overhead. Telmai has become a non-negotiable part of our data reliability infrastructure. I am using the tool on a daily basis. Additionally, the support from the Telmai team has been fantastic. They are always willing to help with a tricky SQL-based data quality rule implementation or to help troubleshoot any issues we're having with the platform. The team is very receptive to our product feedback as well. Review collected by and hosted on G2.com. What do you dislike about Telmai? The system’s basic error handling works well, but initially we needed to build a more robust alerting workflow outside of Telmai. We connected Telmai's email data alerts to trigger a Zapier workflow, pushing tickets to Jira and alerts to Slack. This workflow took some extra time to set up. The team has since implemented new features like a direct Slack integration, but since we already have a setup that works we haven't tested it out yet. With the improvements the team has already made it's likely that this outside workflow would not be needed today. Review collected by and hosted on G2.com. What problems is Telmai solving and how is that benefiting you? Prior to implementing Telmai, our data quality management was almost entirely reactive. We typically discovered issues only after they had already impacted end users—whether through customer reports, escalations from our GTM teams, or ad-hoc queries from analysts and engineers who happened to encounter anomalies in their workflows. This created significant lag time between when issues were introduced and when they were detected, often resulting in downstream impacts to business decisions and customer trust. Telmai's comprehensive suite of out-of-the-box monitors has fundamentally shifted us from reactive to proactive data quality management. We now catch data anomalies—including freshness delays, schema changes, null rate spikes, and statistical outliers—within minutes of occurrence, often before any downstream consumer is affected. More importantly, we're identifying entire categories of data quality issues that would have gone completely undetected under our previous manual approach, such as subtle distribution shifts or gradual data degradation over time. One of the most valuable workflow improvements has been incorporating Telmai monitoring into our incident resolution process. For every data quality issue we remediate, we now establish Telmai observability as part of our "definition of done." This means we're building a comprehensive safety net of monitors that guard against regression—if a pipeline breaks in the same way again, or if we ingest data from a problematic source exhibiting similar quality issues, our team is immediately alerted and can triage and resolve the problem before it propagates. This has dramatically reduced our mean time to detection (MTTD) and mean time to resolution (MTTR). Telmai hasn't just improved our data quality—it's transformed our entire operational model around data reliability and observability. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic AR Archana R. Data Reliability Engineer Enterprise (\> 1000 emp.) 1/23/2026 "Telmai Transformed Our Data Quality with Proactive Monitoring and Seamless Scaling" 5/5 What do you like best about Telmai? Telmai has transformed our approach to data quality by identifying and automatically resolving data inconsistencies before they cause disruptions. This proactive monitoring minimizes reactive manual work and frees our engineering team to focus on strategic initiatives. The platform's intuitive interface empowers both business and technical users to define data policies, ensuring compliance while reducing risk. Telmai integrates seamlessly into our complex data environment, scaling to our needs without adding operational overhead or cloud costs. Review collected by and hosted on G2.com. What do you dislike about Telmai? While the system offers basic error handling, built-in advanced error handling and support would be a great addition. The Telmai team has assured us that this feature is on their roadmap for later this year. Review collected by and hosted on G2.com. What problems is Telmai solving and how is that benefiting you? With Telmai, defining data policies is simple for technical and business users, helping us meet compliance standards and reduce risks effectively. Its ability to scale within our existing data environment without increasing operational overhead or cloud expenses ensures sustainability. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![mithil m.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "mithil m.") MM mithil m. SAP Basis Consultant Enterprise (\> 1000 emp.) 11/4/2025 "Powerful Data Observability with Real-Time Insights, Worth the Initial Setup" 4.5/5 What do you like best about Telmai? 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. What do you dislike about Telmai? 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. What problems is Telmai solving and how is that benefiting you? Telmai solves the problem of poor data visibility and quality across complex data pipelines. It detects issues like missing values, schema drifts, and data anomalies in real time, ensuring every record is validated instead of relying on samples. This helps catch problems early, preventing bad data from affecting analytics or AI models. For users, it brings greater trust, faster issue resolution, and reduced manual monitoring, ultimately improving data reliability and decision-making across the organization. Review collected by and hosted on G2.com. Show More 11/6/2025 Validated ReviewerIncentivizedSource: G2 invite ![Pradyumn G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pradyumn G.") PG Pradyumn G. Project Engineer Enterprise (\> 1000 emp.) 11/19/2025 "Smoothless Data Quality Tracking with Time-Saving Automation" 4/5 What do you like best about Telmai? 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. What do you dislike about Telmai? 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. What problems is Telmai solving and how is that benefiting you? Telmai helps me to catch the data issues early as compared to other applications. It reduces manual efforts and keeps the data quality consistent. Telmai gives me more confidence in reporting as it identifies data gaps easily. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconValidated ReviewerIncentivizedSource: G2 invite ![Samir M.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Samir M.") SM Samir M. Innovation & Technology Strategist Small-Business (50 or fewer emp.) 11/12/2025 "Effortless Implementation and Outstanding Support" 5/5 What do you like best about Telmai? 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. What do you dislike about Telmai? To be honest, there isn't really anything noteworthy in my opinion. Review collected by and hosted on G2.com. What problems is Telmai solving and how is that benefiting you? to keep my data safe and secure Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Bob C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bob C.") BC Bob C. Chief Data Scientist Mid-Market (51-1000 emp.) 1/30/2025 "Telmai offers a solution for managing data streams into your data warehouse" 5/5 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. Show More Validated ReviewerSource: Organic ![Ethan D. P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ethan D. P.") EP Ethan D. P. Director of Data Engineering Enterprise (\> 1000 emp.) 10/21/2024 "Fast and Easy Data Observability for the Enterprise" 5/5 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. Show More Current UserValidated ReviewerSource: Organic ![Ale C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ale C.") AC Ale C. Mid-Market (51-1000 emp.) 3/2/2023 "Great Data Quality and observability with granular details and easy to share summary!" 5/5 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. Show More Current UserValidated ReviewerSource: Organic ![G Santosh K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "G Santosh K.") GK G Santosh K. Application Development Associate Small-Business (50 or fewer emp.) 4/17/2023 "Streamline Your Data Monitoring with Telmai." 5/5 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. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Maria G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Maria G.") MG Maria G. Senior Vice President Of Engineering Enterprise (\> 1000 emp.) 3/1/2023 "Accelerated our data validations and anomaly detection work-flow using Telmai" 5/5 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. Show More Current UserValidated ReviewerSource: Organic ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/telmai/pricing) ##### ##### Telmai Features Functionality Identification Preventative Cleaning Data Matching Management Reporting Automation Quality Audits [ View More Features ](https://www.g2.com/products/telmai/features) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Data Observability](https://www.g2.com/categories/data-observability) ##### Explore More [Best virtual event platform for businesses](https://www.g2.com/discussions/best-virtual-event-platform-for-businesses)[Paddle vs ProfitWell Metrics by Paddle vs BlueSnap for payment analytics: which payment analytics platform gives the clearest visibility into failed transaction recovery and revenue leakage?](https://www.g2.com/discussions/paddle-vs-profitwell-metrics-by-paddle-vs-bluesnap-for-payment-analytics-which-payment-analytics-platform-gives-the-clearest-visibility-into-failed-transaction-recovery-and-revenue-leakage)[What investor relations website platforms are highest rated for public companies with demanding IR communications requirements?](https://www.g2.com/discussions/what-investor-relations-website-platforms-are-highest-rated-for-public-companies-with-demanding-ir-communications-requirements) [Which purchasing platforms hold up well under high-volume enterprise workloads without slowing down approval workflows?](https://www.g2.com/discussions/which-purchasing-platforms-hold-up-well-under-high-volume-enterprise-workloads-without-slowing-down-approval-workflows)[What insurance rating tools integrate with agency management systems to avoid rekeying data?](https://www.g2.com/discussions/what-insurance-rating-tools-integrate-with-agency-management-systems-to-avoid-rekeying-data)[Pros and Cons Details](https://www.g2.com/products/telmai/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)