--- 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 ![Verified User in Chemicals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Chemicals") UC Verified User in Chemicals Enterprise (\> 1000 emp.) 9/23/2025 "Seeq is a robust tool." 4/5 What do you like best about Seeq? It has all different ways to visualize and analyze my data Review collected by and hosted on G2.com. What do you dislike about Seeq? Not for now, I need to learn more and discover more. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Chiller data analyzing Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite BH Brooke H. Data Science Engineer Mid-Market (51-1000 emp.) 2/21/2025 "Endless Possibilities Promotes and Inspires Innovation" 4.5/5 What do you like best about Seeq? The best thing about Seeq is the idea that "if you can think it, you can do it". The Seeq sandbox gives anyone the platform to create an analysis without limitation. Review collected by and hosted on G2.com. What do you dislike about Seeq? The permissions structure of different analysis items sometimes gets difficult. In order to use some data lab functions in a tool built, the user must also have access to the code which leaves room for someone to either unintentionally or perhaps intentionally mess with project integrity. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq is used to increase optimization of production and maximize efficiency of tasks. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite FD Fernando d. Software & Analytics Leader Enterprise (\> 1000 emp.) 3/24/2025 "Time To Market drastically reduced!" 4.5/5 What do you like best about Seeq? Seeq enables companies to build a complete monitoring and analytical layer for all your assets with the minimum support of developer profiles Review collected by and hosted on G2.com. What do you dislike about Seeq? In my opinion, the Formula tool requires high expertise to get value from it. The sintax of the language is not intuitive for the majority of users Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq is adding value quite a lot performing Exploratory Data Analyses that help focusing root-cause analyses, and also scaling up asset monitoring Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Paper & Forest Products](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Paper & Forest Products") AP Verified User in Paper & Forest Products Enterprise (\> 1000 emp.) 9/24/2025 "Chicago Summit" 3.5/5 What do you like best about Seeq? The AI agents and the future possibility of using Copilot to tap into those agents Review collected by and hosted on G2.com. What do you dislike about Seeq? It does some things that we already do in other systems, so not sure we have the right use cases to make the investment for this software. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? I’m not using Seeq yet Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite LS Lance S. Adv Systems Analyst Enterprise (\> 1000 emp.) 11/11/2024 "Data Analytics for the Non-Data Scientist" 4.5/5 What do you like best about Seeq? SEEQ's bread and butter are the conditions / capsules. The ability to identify and isolate information based on given criteria is intuitive within SEEQ. The ease of use of this ability combined with the ability smooth data signals allows generation of conditions with meaningful information. Review collected by and hosted on G2.com. What do you dislike about Seeq? I would like to see a deeper dive in the many of the help topics for the formulas and definitions. The most recent example is certainty and uncertainty within SEEQ. I understand the surface level, but data tags such as uncertainty are calculated in the background within SEEQ, and the help information does not guide users to causes / alleviations. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? SEEQ is offering an intelligence and visualization that PI Asset Framework currently cannot. SEEQ addresses the gap of data analytics and data transformation. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Kríssia V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kríssia V.") KV Kríssia V. South America Operational Intelligence & MOM Engineer Enterprise (\> 1000 emp.) 11/25/2024 "Seeq value through food industry" 5/5 What do you like best about Seeq? Seeq helps impulsionate advanced analytics to process engineers and improve analysis quality and velocity. Investigations to process parameters that before Seeq could take days, now is done within minutes/hours. I also appreciate the Office Hours to help with quick questions about the tool and analysis. Review collected by and hosted on G2.com. What do you dislike about Seeq? The connection to flat files, it has to be manually done and everytime we have nem values in an excel, for example, we would have to upload it again in Seeq format, it would be good to have a more simple/easier way to do this. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Production problems within manufacturing processes, identification of mechanical failures, baseline for business case calculation, modelling for energy consumption - all those help improce acelearated continuous improvement in my field and company. Review collected by and hosted on G2.com. Show More Response from Lisette Aguilar of Seeq [Editedit](https://www.g2.com/survey_responses/seeq-review-10561516/official_response/edit) It's great to hear how Seeq is benefiting your company by solving production problems within manufacturing processes, identifying mechanical failures, and improving continuous improvement in your field. We appreciate your support and are committed to providing valuable solutions for your industry. Current UserValidated ReviewerIncentivizedSource: Seller invite ![Viji J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Viji J.") VJ Viji J. Senior Asset Improvement Engineer (E&I) Mid-Market (51-1000 emp.) 4/3/2025 "Analyse unknown situation ecfectively." 4.5/5 What do you like best about Seeq? SEEQ access Process Tags so we can see the situation real time. Review collected by and hosted on G2.com. What do you dislike about Seeq? Limited flexibility to exchange Tags and dupilate same calculation for second Asset with same equation. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Transformer voltage regulation issues. SEEQ help to show what happened in each cases of transformer tripping, during discussion with Engineers and consultant. It helped to identify causes. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite AH Anthony H. Principal Process Engineer Enterprise (\> 1000 emp.) 4/3/2025 "Very useful tool" 4/5 What do you like best about Seeq? Makes complex data analysis easy to interpret and present. Once you get over the initial learning barrier it's very easy. The AI assist is very helpful Review collected by and hosted on G2.com. What do you dislike about Seeq? Some tasks can get repetitive when analysing mass data Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Troubleshooting changes in our process plant as well as monitoring for unit operation health, and processel debottlenecking Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Pedro Q.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pedro Q.") PQ Pedro Q. Manufacturing Data Engineer & PI System Technical Lead Enterprise (\> 1000 emp.) 6/12/2025 "Engagement with Life Sciences" 4.5/5 What do you like best about Seeq? Really good tool. I believe it has a lot of potential to empower the end user Review collected by and hosted on G2.com. What do you dislike about Seeq? I feel the architecture could be a bit more flexible to attend each companies requirements Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? We’re actually evaluating the system at the moment. I used to work with it before on Pulo & Paper, specially with Paper Machines Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: Seller invite ![Javier C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Javier C.") JC Javier C. Global data and insights analyst Enterprise (\> 1000 emp.) 3/18/2025 "Great journey" 4.5/5 What do you like best about Seeq? That with only tool you can cover all you need for data analytics, data monitoring and even data science Review collected by and hosted on G2.com. What do you dislike about Seeq? I believe the visualization tool should be improved more multiple users use Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? I am able to generate complex analytics that helps me monitor the processes, generating automatic notifications when process is not behaving as expected Review collected by and hosted on G2.com. Show More Current UserValidated 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(533) ](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);)