--- 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 Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users value the **powerful data analysis and visualization features** of Seeq, enhancing insights and collaboration across teams. [(29 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184455&qs=pros-and-cons#reviews) Users appreciate the **ease of use** of Seeq, which simplifies data analysis and enhances overall efficiency. [(24 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1185121&qs=pros-and-cons#reviews) Users value the **transformative capabilities** of Seeq, enhancing data insights and accelerating decision-making for improved outcomes. [(19 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1185457&qs=pros-and-cons#reviews) Users value the **intuitive analysis capabilities** of Seeq, simplifying time series data exploration and trend identification. [(14 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1182368&qs=pros-and-cons#reviews) Users value Seeq's **automation capabilities** , which streamline data analysis and enhance decision-making efficiency. [(10 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184919&qs=pros-and-cons#reviews) Users find the **difficult learning curve** of Seeq challenging, especially when navigating without adequate guidance or experience. [(16 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184683&qs=pros-and-cons#reviews) Users find the **complex usability** of Seeq frustrating, particularly with visualizing data and navigating multiple AI agents. [(15 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1182094&qs=pros-and-cons#reviews) Users find the **learning curve challenging** , especially without guidance or prior engineering knowledge, complicating usage of Seeq. [(10 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184276&qs=pros-and-cons#reviews) Users find the **learning difficulty** of Seeq challenging, especially when navigating its powerful features without guidance. [(7 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1941057&qs=pros-and-cons#reviews) Users find the **interface lacking in user-friendliness** , particularly for visualizing data and creating dashboards. [(5 mentions)](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=2089173&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Seeq ##### 1. Data Analysis Users value the **powerful data analysis and visualization features** of Seeq, enhancing insights and collaboration across teams. [ See 29 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184455&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Seeq Unlocks Underutilized Data Thanks to Reliable Predictive Analytics" What do you like about Seeq? Seeq makes processing data easy and enhances data intelligence. We use Seeq to understand complex data for better decision making. I like the predict ST Simon T. Mid-Market (51-1000 emp.) 4.5/5 "Seeq Accelerates Digital Transformation and Transforms Business Processes" What do you like about Seeq? Seeq is very helpful when it comes to transforming data into actionable insights which ensures fast and accurate decision making. With the tool, we h ##### 2. Ease of Use Users appreciate the **ease of use** of Seeq, which simplifies data analysis and enhances overall efficiency. [ See 24 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1185121&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Seeq Unlocks Underutilized Data Thanks to Reliable Predictive Analytics" What do you like about Seeq? Seeq makes processing data easy and enhances data intelligence. We use Seeq to understand complex data for better decision making. I like the predict ST Simon T. Mid-Market (51-1000 emp.) 4.5/5 "Seeq Accelerates Digital Transformation and Transforms Business Processes" What do you like about Seeq? Seeq is very helpful when it comes to transforming data into actionable insights which ensures fast and accurate decision making. With the tool, we h ##### 3. Features Users value the **transformative capabilities** of Seeq, enhancing data insights and accelerating decision-making for improved outcomes. [ See 19 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1185457&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Seeq Unlocks Underutilized Data Thanks to Reliable Predictive Analytics" What do you like about Seeq? Seeq makes processing data easy and enhances data intelligence. We use Seeq to understand complex data for better decision making. I like the predict ST Simon T. Mid-Market (51-1000 emp.) 4.5/5 "Seeq Accelerates Digital Transformation and Transforms Business Processes" What do you like about Seeq? Seeq is very helpful when it comes to transforming data into actionable insights which ensures fast and accurate decision making. With the tool, we h ##### 4. Analysis Capabilities Users value the **intuitive analysis capabilities** of Seeq, simplifying time series data exploration and trend identification. [ See 14 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1182368&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 3.5/5 "Great for Data Interaction, Challenging to Scale and Add Context" What do you like about Seeq? See and interact with data, quickly understand issues form seeing multiple signals at once BP Bakthavatsalan P. Mid-Market (51-1000 emp.) 4.5/5 "Easy to analyze timeseries data - In Quick time we can build our own insights and Reports" What do you like about Seeq? It can connect all timeseries database across industries which is great plus. In quick time we can analyze data and insights report can be created in ##### 5. Automation Users value Seeq's **automation capabilities** , which streamline data analysis and enhance decision-making efficiency. [ See 10 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184919&qs=pros-and-cons#reviews) See Related User Reviews ST Simon T. Mid-Market (51-1000 emp.) 4.5/5 "Seeq Accelerates Digital Transformation and Transforms Business Processes" What do you like about Seeq? Seeq is very helpful when it comes to transforming data into actionable insights which ensures fast and accurate decision making. With the tool, we h ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Empowered Workforce and Optimized Operations with Seeq" What do you like about Seeq? With Seeq, we have effectively ensured operational efficiency in our manufacturing business and we're able to extract helpful insights from complex bu ### 5 Cons or Disadvantages of Seeq ##### 1. Difficult Learning Users find the **difficult learning curve** of Seeq challenging, especially when navigating without adequate guidance or experience. [ See 16 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184683&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "Flexible and Comprehensive, But Requires Some Learning" What do you dislike about Seeq? A bit of a learning curve which makes it difficult for adoption ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Seeq summit review" What do you dislike about Seeq? The formula function is powerful but hard to master. The AI tool sometimes takes me into the rabbit hole. Not sure I need to know all the informatio ##### 2. Complex Usability Users find the **complex usability** of Seeq frustrating, particularly with visualizing data and navigating multiple AI agents. [ See 15 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1182094&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Seeq summit review" What do you dislike about Seeq? The formula function is powerful but hard to master. The AI tool sometimes takes me into the rabbit hole. Not sure I need to know all the informatio ![Atif J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Atif J.") AJ Atif J. Enterprise (\> 1000 emp.) 4.0/5 "SEEQ data analytics" What do you dislike about Seeq? Not user friendly interface to visualize LIMS quality data with time series data ##### 3. Learning Curve Users find the **learning curve challenging** , especially without guidance or prior engineering knowledge, complicating usage of Seeq. [ See 10 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1184276&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "Flexible and Comprehensive, But Requires Some Learning" What do you dislike about Seeq? A bit of a learning curve which makes it difficult for adoption ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Seeq summit review" What do you dislike about Seeq? The formula function is powerful but hard to master. The AI tool sometimes takes me into the rabbit hole. Not sure I need to know all the informatio ##### 4. Learning Difficulty Users find the **learning difficulty** of Seeq challenging, especially when navigating its powerful features without guidance. [ See 7 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=1941057&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 5.0/5 "Flexible and Comprehensive, But Requires Some Learning" What do you dislike about Seeq? A bit of a learning curve which makes it difficult for adoption ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Seeq summit review" What do you dislike about Seeq? The formula function is powerful but hard to master. The AI tool sometimes takes me into the rabbit hole. Not sure I need to know all the informatio ##### 5. UX Improvement Users find the **interface lacking in user-friendliness** , particularly for visualizing data and creating dashboards. [ See 5 mentions ](https://www.g2.com/products/seeq/reviews?filters%5Bsentiment_snippet%5D=2089173&qs=pros-and-cons#reviews) See Related User Reviews ![Atif J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Atif J.") AJ Atif J. Enterprise (\> 1000 emp.) 4.0/5 "SEEQ data analytics" What do you dislike about Seeq? Not user friendly interface to visualize LIMS quality data with time series data ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Enterprise (\> 1000 emp.) 4.5/5 "Seeq is especially good to signal and build the dashboard quickly for the series of data." What do you dislike about Seeq? Visualization for public dashboard still need to be improved. Many limitations for publishable dashboard visualization other than using naive Seeq fea ST Simon T. IT Consultant Mid-Market (51-1000 emp.) 12/8/2025 "Seeq Accelerates Digital Transformation and Transforms Business Processes" 4.5/5 What do you like best about Seeq? Seeq is very helpful when it comes to transforming data into actionable insights which ensures fast and accurate decision making. With the tool, we have greatly enhanced our processes and improved our business outcomes. I like how effective Seeq is when it comes to accelerating digital transformations which ensures a real-time view of our operations. By improving our business processes, Seeq helps us boost our ROI and general performance. Review collected by and hosted on G2.com. What do you dislike about Seeq? Seeq has all the amazing features and handles analytics and intelligence really well. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? We have been using Seeq for predictive analytics and as an IoT analytics platform and it has delivered. It makes it easy to enhance our processes and we get helpful insights that aids in proper decision making. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Pharmaceuticals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Pharmaceuticals") UP Verified User in Pharmaceuticals Enterprise (\> 1000 emp.) 9/23/2025 "My seeq review" 5/5 What do you like best about Seeq? Seeq has been instrumental with investigations and cycle time improvements. I've used seeq to drive investigations by homing in on certain assets having an issue and using its tools as a way to show what the asset was doing before and after the event. For cycle time, its tools were used to conduct similar investigations to determine why a production run behaved in a certain way. Review collected by and hosted on G2.com. What do you dislike about Seeq? I don't have many downsides to it. If anything, I would like things to be even easier to scale up across assets. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq is solving production run consistency issues. It's been beneficial to compare golden runs to runs that have issues, but also using the golden run as a standard to find the last few improvements on successful cycles. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite BP Bakthavatsalan P. Engineering Manager Mid-Market (51-1000 emp.) 8/29/2022 "Easy to analyze timeseries data - In Quick time we can build our own insights and Reports" 4.5/5 What do you like best about Seeq? It can connect all timeseries database across industries which is great plus. In quick time we can analyze data and insights report can be created in organizer. The Agent now makes life more easy formulas and auto creation signals, data cleaning and organizer more productive. Asset tree helps quick search and logical grouping. Review collected by and hosted on G2.com. What do you dislike about Seeq? Still lot more scope to improve on Organizer and alighment in the reporting Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Monitoring Critical KPI. data cleaning based on Conditioning. Management dashboard . Time series analysis. Review collected by and hosted on G2.com. Show More 9/24/2025 Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller SS Sriv S. Technical analyst Enterprise (\> 1000 emp.) 9/9/2025 "Great Networking Opportunity" 5/5 What do you like best about Seeq? SEEQ is a niche product, it has a lot of scope of growth and I feel like my team is on the product earlier on and there is so much growth and picking up expertise early on. Review collected by and hosted on G2.com. What do you dislike about Seeq? Adoption model to SEEQ, I wish it could be a better to generate a strategy to convert PI Vision users to Seeq Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Generating real time analytics self service and giving flexibility for each user to generate their own models. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Manufacturing") UM Verified User in Manufacturing Enterprise (\> 1000 emp.) 9/23/2025 "Seeq summit review" 4.5/5 What do you like best about Seeq? Pull the data from the signal is a piece of cake. I need the visual. Seeing all data in the same time series. A lot of useful features and haven’t found something that doesn’t make any sense. The AI tool is great. Seeq listens to customers feedback and inputs. Review collected by and hosted on G2.com. What do you dislike about Seeq? The formula function is powerful but hard to master. The AI tool sometimes takes me into the rabbit hole. Not sure I need to know all the information. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Process control 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 Mid-Market (51-1000 emp.) 9/10/2025 "09SEP2025 Seeq Hoboken Summit" 4.5/5 What do you like best about Seeq? Seeq is very user friendly and easy to access. There are a lot of capabilities to explore and helpful training videos to learn the tools available. Review collected by and hosted on G2.com. What do you dislike about Seeq? I wish we can connect other platforms, so it becomes more cross-functional. For example, connecting our maintenance database to highlight that there may have been downtime due to PM work. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? I've configured a workbook that monitors/tracks critical alarms for utility systems. Seeq can generate automated, high-level reports which saves a lot of time. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Greg Z.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Greg Z.") GZ Greg Z. Head of Refining Analytics Mid-Market (51-1000 emp.) 9/23/2025 "Great tool." 4.5/5 What do you like best about Seeq? Outstanding and intuitive capability for analyzing time series data. Review collected by and hosted on G2.com. What do you dislike about Seeq? None. The usability of the tool does not really generate negatives Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Mechanical reliability, availability and sustainability Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite JR Juan R. Principal Engineer Enterprise (\> 1000 emp.) 9/23/2025 "Insightful experience" 5/5 What do you like best about Seeq? This is a very capable solution for delivering results across multifunctional teams. Review collected by and hosted on G2.com. What do you dislike about Seeq? Learning the capabilities can be intimidating at first. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Golden batch and preventive maintenance Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Oil & Energy](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Oil & Energy") AO Verified User in Oil & Energy Enterprise (\> 1000 emp.) 9/23/2025 "Excellent software with intuitive learning curve" 4/5 What do you like best about Seeq? I like the ability to use capsules to analyze and visualize complex data sets Review collected by and hosted on G2.com. What do you dislike about Seeq? Seeq can take some time to learn. The learning curve isn’t too bad with guidance, but trying to learn the tool alone is a challenge Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Seeq allows us to quickly share data to a variety of vendors and identify trends in data before an incident occurs Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Victor G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Victor G.") VG Victor G. Technology & Industrial Innovation Enterprise (\> 1000 emp.) 3/19/2025 "Powerful tool to get valuable insights fast and easy" 4.5/5 What do you like best about Seeq? In my opinion the most differential feature of Seeq is that it is clearly designed by engineers who have been dealing with process time series analysis for a long time. It is very useful and handy, specially designed for getting the most of your data and to share knowledge throughout the company. Review collected by and hosted on G2.com. What do you dislike about Seeq? Our main issue with Seeq could be the Spanish translation of the tool, in our company there are still a lot of people not fluent in English and the Spanish translation is not always accurate enough. Review collected by and hosted on G2.com. What problems is Seeq solving and how is that benefiting you? Is helping us spot pattern repetition in continuous manufacturing processes, leading to better efficiency and yield. Review collected by and hosted on G2.com. 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