--- title: Seeq Reviews meta\_title: 'Seeq Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 150 reviews by the users' company size, role or industry to find out how Seeq works for a business like yours. aggregate\_rating: rating\_value: 4.6 review\_count: 150 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Seeq Reviews & Product Details Visit Website Seeq is the only enterprise SaaS platform that is purpose-built for time series data, and is trusted by the most recognizable names in oil & gas, pharmaceuticals, specialty chemicals, utilities, renewable energy, and numerous other vertical industries. Seeq accelerates digital transformation efforts and ROI impact by providing live connectivity to hundreds of data sources, and empowering more people across the organization to leverage a broad range of AI capabilities including advanced analytics, machine learning, and generative AI (GenAI). * * * Product Website Seeq Seller [Seeq Corporation](https://www.g2.com/sellers/seeq-corporation) Discussions [Seeq Community](https://www.g2.com/products/seeq/discuss) Solution Type Best-of-Breed Overview by Lisette Aguilar Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 4 months [ View More Pricing Information ](https://www.g2.com/products/seeq/pricing) ## Seeq Integrations (8) What do users say about integrations? Verified by Seeq [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Timestream ](https://www.g2.com/products/amazon-timestream/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Azure ](https://www.g2.com/products/hopem-azure/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Canary ](https://www.g2.com/products/canary/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") PAS-X ](https://www.g2.com/products/pas-x/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Power BI Solutions ](https://www.g2.com/products/power-bi-solutions/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Spotfire Analytics ](https://www.g2.com/products/spotfire-analytics/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Tableau ](https://www.g2.com/products/tableau/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") The PI System ](https://www.g2.com/products/the-pi-system/reviews) Show More MT Madison T. Associate Engineer Mid-Market (51-1000 emp.) 9/23/2025 "Seeq Summit Chicago" 5/5 What do you like best about Seeq? Seeq makes it easy to do calculations and smooth data as a process engineer. Review collected by and hosted on G2.com. What do you dislike about Seeq? We use OSI PI and getting the exact pi tag name can be frustrating at times. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? problem solving using data, notification when process is down Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Oil & Energy](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Oil & Energy") UO Verified User in Oil & Energy Enterprise (\> 1000 emp.) 10/23/2025 "Flexible and Comprehensive, But Requires Some Learning" 5/5 What do you like best about Seeq? Flexibility and comprehensive tool options. Review collected by and hosted on G2.com. What do you dislike about Seeq? A bit of a learning curve which makes it difficult for adoption Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Presenting data to help Resolving operational anomalies Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Mechanical or Industrial Engineering](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Mechanical or Industrial Engineering") UM Verified User in Mechanical or Industrial Engineering Enterprise (\> 1000 emp.) 10/23/2025 "Great for Data Interaction, Challenging to Scale and Add Context" 3.5/5 What do you like best about Seeq? See and interact with data, quickly understand issues form seeing multiple signals at once Review collected by and hosted on G2.com. What do you dislike about Seeq? Hard to scale analysis, hard to add contextual information Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Downtime Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite VM Vishal M. Regional Process Control Senior Engineer Mid-Market (51-1000 emp.) 11/19/2024 "Great tool for manufacturing data analytics" 5/5 What do you like best about Seeq? - Seeq's data filtering capability and different ways of creating the conditions. - Visualization of data against conditions created. - The large library of inbuilt functions. - Seeq's connection to Jupyter notebook which allows advanced users to explore beyond workbench. - Ability to create asset groups and asset trees with ease. - Add - on to create user defined functions is great. Review collected by and hosted on G2.com. What do you dislike about Seeq? Some features/ bugs could be improved. To be clear, love the tool, this is more of a wishlist :) - When creating a new workbench/organizer/datalab - Seeq places the workbench in myFolder with the timestamp as a name. Would be good if it would create a prompt to help user place the instance in the right folder and give it an appropriate name. Its easy to forget to name and save it. I have heard feedback from others as well that they spent time analyzing some data but forgot to change the name of workbench, so are having a tough time locating it. - Workbench with asset trees created from datalab cannot be duplicated. Cannot share a duplicate copy with other users and have to share the working copy. - Would be great if there was a way to pop-out the formula window or just make it bigger. For some of the complex formula I have had to resort to typing my calculations in notepad and then copy paste it into the tiny formula window. Become quite challenging if the calculation has 10-20 equations. - Ability to build calculations in asset trees is a nice feature, but it seems to have a few bugs. The calculations have to be always created with first element of the first branch of the tree. Otherwise it doesnt work well. - Would be great if the user defined function add-on could be more convenient when it comes to creating descriptions. It doesnt seem straight forward when it comes to including some basic formatting for the users. - It doesnt seem like there is a way to delete user defined functions. I deleted a user defined from add on, but still see it in formula. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Analyzing manufacturing data to troubleshoot, anaylyze control loop performance. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Lauri K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lauri K.") LK Lauri K. Refinery Manufacturing Technology Engineer Enterprise (\> 1000 emp.) 11/14/2024 "Empowers Quick Insights" 4.5/5 What do you like best about Seeq? I like we can save so much time to gatter and analyse the data, before I had to have enormous Excel Spreadsheets to build models, business cases for projects and reports. Seeq evan allows me to connect to "offline" data like quality results and connect it to process conditions, which helps a lot on more in deph investigations. I also like the support from office hours, because we always find something new to use and a different approach to solve the problem. Review collected by and hosted on G2.com. What do you dislike about Seeq? I'd like to be able to build graphhics "Excel like" when using condition view, so I could automate reports used during meetings. Today I can build my table view with all the data I need and the condition of intereset, but no way of having charts (bar or pie) , so I need to copy and paste the table from Seeq to Excel. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? It saves a LOT of time, we can quickly get the insights we need without too many clicks. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite JH Jared H. Acidulants Renaissance Supervisor Enterprise (\> 1000 emp.) 11/12/2024 "Seeq" 5/5 What do you like best about Seeq? Seeq makes it really easy to pull data for quick visual comparison and then delve deeper into data analysis all within the same screen and platform. The prebuilt tools allow first time users to begin doing data anaysis really quickly and help build knowledge for starting to do more complex analysis using the formula tool. The capsule identification and isolation features make it so straightforward and simple to focus on areas critical data sets. The AI feature is a great addition. My use cases with it have helped me quickly identify what formulas I need with a basic text prompt and also provide the why you use it and different examples of how to utilize the formula. It has sped up my workflow in analysis greatly where I can spend more time interpreting the data than trying to make my formula work. If support is still needed the open office hours are an amazing tool. I haven't had to utilize it recently with the AI assistant but the ease of signing up and having a knowledgeable person be able to help with figure out what I am trying to accomplish with my data. My team has adopted utilizing a seeq dashboard in our weekly production meeting to keep important data up to date and visible to the team. I'm also still finding funtionality like the ability to export to Excel or Powerpoint to be able to use that data in other applications or generate non-seeq familiar user presentations. Review collected by and hosted on G2.com. What do you dislike about Seeq? The biggest issue I have with Seeq is how the webpage over writes and autosaves. If I journal an early analysis page, continue working and then go back to that first journal, I tend to have a hard time re-locating my later analysis. I think it is more of a personal problem in my workflow and how/when I store the journal pages. One other issue that I have noticed is the low bar to be productive in seeq has allowed users who may not have as much experience with data analysis pulling and looking at data. We've had a couple of instances of interpreting data incorrectly or missing critical data. This is really user error and not a fault of seeq but important to note to ensure still have verifications on analysis. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq helps to very quickly visualize and analyze data. The speed of being able to define capsules to focus on critical data has help speed up finding production issues as well as respond to process safety or environmental events. The low learning curve and support tools make it easy for the whole team to use seeq which is driving more data driven findings and decisions. I've come back to old analysis to build onto them once new information is discovered and it is simple to continue on from an old analysis rather than having to re-work a whole excel spreadsheet of data to try to shoehorn new information in. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Arthur H.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Arthur H.") AH Arthur H. South America Smart Manufacturing Instrumentation, Automation & Process Control Engineer Enterprise (\> 1000 emp.) 11/12/2024 "Seeq Experience" 5/5 What do you like best about Seeq? I was thoroughly impressed by SeeQ's performance. The user-friendly interface made navigation a breeze, while its comprehensive data analysis capabilities, including real-time insights and predictive modeling, provided invaluable information. SeeQ’s customization options allowed us to tailor reports to our specific needs, and the responsive customer support team was always ready to assist. Overall, SeeQ has significantly enhanced our data-driven decision-making processes, making it an indispensable asset for our business. Review collected by and hosted on G2.com. What do you dislike about Seeq? Expanding the tool’s customization capabilities would further enhance its utility, allowing for even more tailored and specific data analysis. Overall, SeeQ has significantly enhanced our data-driven decision-making processes, making it an indispensable asset for our business. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? In our industry, SeeQ has been instrumental in resolving several critical issues. It has significantly improved our ability to analyze large datasets in real-time, allowing us to identify and address production inefficiencies swiftly. The tool’s predictive modeling capabilities have enabled us to anticipate maintenance needs, reducing downtime and operational costs. Additionally, SeeQ’s comprehensive data integration has streamlined our reporting processes, providing clearer insights and facilitating better decision-making. Overall, SeeQ has enhanced our operational efficiency and productivity, making it an invaluable asset to our industry. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Pharmaceuticals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Pharmaceuticals") UP Verified User in Pharmaceuticals Enterprise (\> 1000 emp.) 9/10/2025 "Insightful experience getting to know newer seeq capabilities" 4/5 What do you like best about Seeq? The seeq data lab python integration provides endless possibilities to analyze and interpret data in near real-time Review collected by and hosted on G2.com. What do you dislike about Seeq? More native features for statistics would be appreciated Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? We use it for continuous process verification and investigating process abnormalities Review collected by and hosted on G2.com. Show More 9/15/2025 Current UserValidated ReviewerIncentivizedSource: Seller invite RR Rachel R. Energy and Natural Resource Leader Enterprise (\> 1000 emp.) 11/19/2024 "Seeq decreases the cost of curiosity" 5/5 What do you like best about Seeq? Seeq is easy to learn. After a 30 minute training, I was reviewing information. Seeq has videos and help guides available to work through challenges. Seeq uses units of measure intelligently and makes the conversions when working with different units in equations. Seeq is easy to make improvements to previous steps of a workflow. For instance, if I'm on step 5 of my workflow and I realize I need to make a change to step 2. Seeq will automatically update all steps after the change is made to step 2. This alone has saved me hours. Review collected by and hosted on G2.com. What do you dislike about Seeq? Not everyone is using it. It would be alot easier of more colleagues used seeq. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq helps me compare manufacturing locations and predict energy performance. It's easy to change the location to review a different location. I spend very little time in seeq because he helps me solve problems quickly. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Atif J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Atif J.") AJ Atif J. Sr Quality Engineer Enterprise (\> 1000 emp.) 9/23/2025 "SEEQ data analytics" 4/5 What do you like best about Seeq? Al agent and ability to analyze the date to improve production process Review collected by and hosted on G2.com. What do you dislike about Seeq? Not user friendly interface to visualize LIMS quality data with time series data Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Golden batch time, customer complaint resolution. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ## Questions about Seeq? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Seeq ](https://www.g2.com/products/seeq/discussions/new) GU Guest User • Last activity almost 4 years ago What is seeq cortex? 0 Upvotes 1 [ Join the conversation ](https://www.g2.com/discussions/what-is-seeq-cortex) [ View all Discussions ](https://www.g2.com/products/seeq/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 4 months ### Return on Investment 13 months ### Average Discount 14% [ View More Pricing Information ](https://www.g2.com/products/seeq/pricing) Seeq Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_f6e3f7ae66cb60254b2dcffd673d3667/trendminer.jpg "Product Avatar Image") TrendMiner 4.6/5(179) [ Compare Now ](https://www.g2.com/compare/seeq-vs-trendminer) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_f176b4154a751d10150daa67a57b7dc5/azure-time-series-insights.jpg "Product Avatar Image") Azure Time Series Insights 4.1/5(53) [ Compare Now ](https://www.g2.com/compare/azure-time-series-insights-vs-seeq) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_56736f94cb1cea860ec410074895fde6/trendalyze.png "Product Avatar Image") Trendalyze 4.6/5(19) [ Compare Now ](https://www.g2.com/compare/seeq-vs-trendalyze) ##### ##### Seeq Features Statistical Tool Scripting Data Mining Algorithms Data Analysis Analysis Data Interaction Decision Making Modeling Report Generation Data Management Aggregation Data Models Propagation [ View More Features ](https://www.g2.com/products/seeq/features) ## Top-Rated Alternatives [ ![TrendMiner](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "TrendMiner") TrendMiner 4.6/5(179) ](https://www.g2.com/products/trendminer/reviews) [ ![Tableau](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tableau") Tableau 4.4/5(3,785) ](https://www.g2.com/products/tableau/reviews) [ ![Altair AI Studio](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Altair AI Studio") Altair AI Studio 4.6/5(532) ](https://www.g2.com/products/rapidminer-studio/reviews) [ View All Alternatives ](https://www.g2.com/products/seeq/competitors/alternatives) ##### Categories on G2 [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms)[Manufacturing Intelligence](https://www.g2.com/categories/manufacturing-intelligence) [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms)[Manufacturing Intelligence](https://www.g2.com/categories/manufacturing-intelligence)[Time Series Intelligence](https://www.g2.com/categories/time-series-intelligence) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What field service management platform works best for HVAC, plumbing or electrical businesses juggling multiple technicians and job sites?](https://www.g2.com/discussions/what-field-service-management-platform-works-best-for-hvac-plumbing-or-electrical-businesses-juggling-multiple-technicians-and-job-sites)[What are the best platforms for integrating demand planning with ERP systems?](https://www.g2.com/discussions/what-are-the-best-platforms-for-integrating-demand-planning-with-erp-systems)[Household Employee](https://www.g2.com/glossary/household-employee-definition) [What survey tool works best for teams running ongoing feedback loops rather than one-off quarterly surveys?](https://www.g2.com/discussions/what-survey-tool-works-best-for-teams-running-ongoing-feedback-loops-rather-than-one-off-quarterly-surveys)[Which web client accelerator platforms offer the best reliability and failover mechanisms?](https://www.g2.com/discussions/which-web-client-accelerator-platforms-offer-the-best-reliability-and-failover-mechanisms)[Pros and Cons Details](https://www.g2.com/products/seeq/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)