--- title: Panoply Reviews meta_title: 'Panoply Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 83 reviews by the users' company size, role or industry to find out how Panoply works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 83 scale: '5' date_modified: '2026-06-21' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Panoply Reviews **Vendor:** Panoply **Category:** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse) **Average Rating:** 4.5/5.0 **Total Reviews:** 83 ## About Panoply Panoply makes it easy to sync, store, and access your data from any data source. Panoply’s easy-to-use, low-maintenance solution unlocks sophisticated analytics without complex data engineering and coding: Key features of the Panoply platform include: -Code-free data integrations for seamless syncing -Automated data warehouse configuration -A powerful workbench for SQL-based data exploration and visualization - In-platform dashboards and reporting -Connections to all major BI and analytical tools -Industry-leading onboarding and support Learn more at https://www.panoply.io ## Panoply Pros & Cons **What users like:** - Users commend the **helpful and responsive customer support** at Panoply for assisting with setup and troubleshooting. (1 reviews) - Users find Panoply's **ease of use** exceptional, with helpful support for troubleshooting and setup tasks. (1 reviews) - Users value the **helpful and responsive support** from Panoply, aiding in troubleshooting and API setup. (1 reviews) **What users dislike:** - Users desire **additional code review features** in Panoply's workbench to match the capabilities of the big query portal. (1 reviews) ## Panoply Reviews ### 1. Non-Developer User: Happy with the experience **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Veterinary | Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2023 **What do you like best about Panoply?** The team at Panoply is extremely helpful and responsive. As someone who is not a developer they have helped me troubleshoot several flex connector setups and setup our API calls quickly. They have also been able to help us navigate big query limitations though panoply well. **What do you dislike about Panoply?** I wish the workbench had the code review features that the big query portal has. **What problems is Panoply solving and how is that benefiting you?** Our organization needed a data warehouse to store data for operational and BI purposes. However we are a small organization without a full time developer and the customer support fills the gap in our knowledge when setting up the database and makes setting up API connections much faster. ### 2. Effortless Data Integration, Swift Support **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Mid-Market (51-1000 emp.) **Reviewed Date:** March 15, 2026 **What do you like best about Panoply?** I like using Panoply because it allows me to collect data from different sources in just one click. I appreciate not needing a developer to code when pulling data, since the UI is easy to use and there are a lot of popular sources available. It's quick and easy to use. The support is nice and quick, which helps a small company when building a data pipeline. Setting it up was super easy. **What do you dislike about Panoply?** the price increased significant from last year **What problems is Panoply solving and how is that benefiting you?** I collect data from different sources in 1 click without needing a developer. Panoply's UI is easy to use, offering many popular sources. ### 3. The Support at Panoply make it a powerful solution for Data Ingestion and Analytics Dashboarding. **Rating:** 5.0/5.0 stars **Reviewed by:** Dave H. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 02, 2024 **What do you like best about Panoply?** Panoply solved a huge problem we had with trying to analyze our Paid Media Analytics. The platform is very intuitive and easy to use, any problems are solved efficiently by the support staff. Specifically Emerson (Sales) and Seth (Dev) have been incredibly helpful in the implementation of the dashboards and integration with the BI Tool, Trevor. We now have dashboards on the TV/Wall that display all of our Paid Media Analytics and it is all automated through Panoply. We use it every single day, on autopilot, once you set this platform up it takes very little to maintain the connections. They helped us build out custom flex connections for our CRM as well! We are super happy with the team and the product. **What do you dislike about Panoply?** The downsides would be scratching our heads at times as to how to create custom flex connections. But the team took care of that and helped us build them out. Another thing that was difficult was the SQL Dashboarding inside of Panoply itself, as we are not a development team. However, if you know SQL, I am sure it is an intuitive software to handle any and all queries. **What problems is Panoply solving and how is that benefiting you?** Panoply is changing the game by offering these advanced ingestion services at an exetremely competitive price. We went through around 15 companies before landing on Panoply. We especially loved that we could get all of our Local Service Ads data as this seems to be a problem with most companies. Google themselves doesn't have an LSA Connector in Looker Studio. ### 4. Go to solution for data warehousing and management **Rating:** 5.0/5.0 stars **Reviewed by:** Chance R. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 07, 2024 **What do you like best about Panoply?** Panoply is a great tool on its own, but the customer success team is really what sets the service apart. People like Ryan are always a pleasure to work with, whether we're asking for their help or just general guidance. They make it so easy to manage your data, whether you're a seasoned pro like some folks on our team, or more of an amateur like myself. Panoply was one of the first services I brought on when I started in my current role for a reason - they are a dependable partner that is truly there to support your data needs at every turn. **What do you dislike about Panoply?** My only real dislike is the friction in automating the process of importing BigQuery data into Google Sheets. Since the BigQuery account is provisioned by Panoply, it cannot directly connect to a Sheet, which would be nice to be able to take advantage of the native Sheets<>BigQuery integration. As a workaround, I've been using another add-on to query the database and import results into Sheets. However, it would be nice to be able to use the native Sheets/BigQuery features for a more streamlined workflow. **What problems is Panoply solving and how is that benefiting you?** Panoply gives us the full capabilities of a data warehouse, but without the challenge of setting one up and managing it ourselves. The far more user-friendly workflow through Panoply allows us to leverage the power of a data warehouse while still minimizing the hurdles and resources required to get the job done. ### 5. An amazing addition to our low-code stack **Rating:** 5.0/5.0 stars **Reviewed by:** Lorelei B. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 22, 2024 **What do you like best about Panoply?** Panoply has been a game-changer in how we handle data, offering an incredibly intuitive and efficient platform that seamlessly bridges the gap between our low-code applications and Google's BigQuery tools. It's made development of data anallysis tools fast and effective for our small yet role diverse team. Moreover, Panoply's customer support stands out as some of the best I've ever experienced. We feel like we have a partner rather just a helpdesk when working with them. **What do you dislike about Panoply?** Nothing yet. Perhaps being able to create folders to store our connectors. Right now we rely on naming convetions to categorize and group them. **What problems is Panoply solving and how is that benefiting you?** A direct and easy way to connect our incoming data to BigQuery. ### 6. A ton of connectors and very helpful and responsive support staff **Rating:** 4.0/5.0 stars **Reviewed by:** Titus L. | Digital Marketing Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 13, 2023 **What do you like best about Panoply?** What I've found most helpful is how fast, responsive, professional, and smart their support staff is. They've helped me trouble shoot a lot of issues, even offering advice on how to best write SQL queries to get exactly what I need out of the database. **What do you dislike about Panoply?** This goes hand in hand with what I like most, there does seem to be issues more so than I would imagine with pulling in data but they have always managed to find a solution and get my connectors working again. **What problems is Panoply solving and how is that benefiting you?** I work within Marketing, which means we have a ton of third-party data. Being able to pull all of that into one place and then join or union or chart alongside eachother is super beneficial for me to fully understand the impact of all of our marketing initiatives and make data-based decisions. ### 7. Easy and flexible to use **Rating:** 5.0/5.0 stars **Reviewed by:** Sam M. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2024 **What do you like best about Panoply?** Panoply makes accessing my company's data stored on AWS very easy. The data connector setup is flexible and easy to understand even without much data engineering experience. The customer support has also been great. Panoply is quick to respond to any question I've had and has helped me work through some nuanced issues with data import. **What do you dislike about Panoply?** The only thing I can think of is the limit on query bytes, but querying data has inherent cost on any platform. If anything the query byte limit has improved my query efficiency! **What problems is Panoply solving and how is that benefiting you?** Accessing data and creating a set of views for business analytics ### 8. Rapid, cost-effective and highly capable data warehouse solution **Rating:** 5.0/5.0 stars **Reviewed by:** James B. | Enterprise (> 1000 emp.) **Reviewed Date:** August 17, 2023 **What do you like best about Panoply?** The team are fantastic - support is quick and effective, with issues and questions being resolved quickly. One of the key value points for us is the ability to request custom connectors, built by the Panoply team - this means I don't need to resource this requirement and can focus my team on delivering insights, not developing data pipelines **What do you dislike about Panoply?** I haven't found anything I've disliked about Panoply. The solution overall is fantastic and has helped us achieve key business objectives around reporting and insights at a relatively low cost and in a much shorter timescale than we thought possible. **What problems is Panoply solving and how is that benefiting you?** We're using Panoply to consolidate multiple business data sources without having to build or maintain data pipelines or associated infrastructure. We've been able to build out a fully-fledged reporting and insights capability for our business in a matter of months - using Panoply, we were able to go from data loading to insights in just a couple of hours. ### 9. It was amazing due to the connectors and live support. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Human Resources | Mid-Market (51-1000 emp.) **Reviewed Date:** February 27, 2024 **What do you like best about Panoply?** Live support and ease of interface. The online chat helped a lot. **What do you dislike about Panoply?** Workbench could be updated to predict column names while typing. I need to refresh the page of tables everytime a table is updated. When a table is searched for, it disappears if the page reloads and I have to search again (fixed filters would be good) **What problems is Panoply solving and how is that benefiting you?** We need to store all our data in a single warehouse and use it for analysis, thats how we're currently using the platform. ### 10. Easiest Data Warehouse to use **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.) **Reviewed Date:** December 07, 2023 **What do you like best about Panoply?** Panoply makes it's so easy and efficient to manage your data from multiple sources and transform it for Power BI. On top of that, the entire team from wo to go is so helpful and supportive and always on call to troubleshoot any issues that may occur. **What do you dislike about Panoply?** There is literally nothing I dislike about Panoply. **What problems is Panoply solving and how is that benefiting you?** It's enabling me to display insights that are otherwise difficult for my consulting clients to obtain. ### 11. A workhorse **Rating:** 3.5/5.0 stars **Reviewed by:** Dan L. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 15, 2023 **What do you like best about Panoply?** Panoply 's customer support is among the best. I get timely and adept help with my issues. **What do you dislike about Panoply?** There have been a steady stream of minor issues. We are on the legacy service, though, and I suspect BigQuery would be better. **What problems is Panoply solving and how is that benefiting you?** We use Panoply partially as a data warehouse and partially as an app back end, the second of which is clearly misuse. We're working to correct that. ### 12. Great Managed Service Datawarehouse **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Mid-Market (51-1000 emp.) **Reviewed Date:** December 08, 2023 **What do you like best about Panoply?** Easy to use and set up new connectors to multiple different sources. **What do you dislike about Panoply?** Need more access to analytics around performance of the datawarehouse. **What problems is Panoply solving and how is that benefiting you?** Allows us to easily connect all our sources without the need for custom API intergtations. ### 13. Working with incremental load & large data set is made feasible thanks to incremental key definition **Rating:** 4.5/5.0 stars **Reviewed by:** Varshini S. | Database Engineer, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** January 26, 2023 **What do you like best about Panoply?** In Panoply, we can perform quick querying & visualization within a few clicks in its intuitive console. We obtain our customer data from various data sources such as Adobe Analytics, Salesforce and Teradata and perform ad-hoc analysis and visualization in Panoply. It's our central data warehouse platform to handle dubious workload ingestion and manage unforeseen spikes in user queries. **What do you dislike about Panoply?** Overall, we are satisfied with the data warehouse solutions offered by Panoply. Its pricing models for Premium & Basic services are high compared to other data warehouse platforms. If more cost flexibility is provided, then Panoply can be used by small-scale and mid-scale companies. For having extensive data set requirements & historical load processing, Panoply is suitable. **What problems is Panoply solving and how is that benefiting you?** We build Panoply on top of our Amazon Redshift service & Panoply manages the cluster scalability without downtime. We can use its auto-suspend feature to save cost expenditures when we don't run any queries. Incremental key definitions benefit us as we define them for our incremental and large historical data sets. All the latest security patches and encryption standards are taken care of by Panoply so that we don't have to worry about security governance or compliance standards while working with our customer-sensitive data sets. Data ingestion, Aggregation, metric calculations and other ETL operations can be done easily as Panpoly supports Data Query Language (DQL) in its workbench. ### 14. We've used Panoply to bring together various data sources to help us understand our business better **Rating:** 5.0/5.0 stars **Reviewed by:** John T. | CTO, Mid-Market (51-1000 emp.) **Reviewed Date:** January 13, 2023 **What do you like best about Panoply?** Panoply has been a very straight-forward and simple-to-use solution to bring together our data. Because of its ease-of-use, we don't spend much time maintaining it or worrying about it. It doesn't get "in the way". Instead, it helps us. **What do you dislike about Panoply?** You have to pay attention to whether you really want a particular set or, really subset, of data in Panoply. You have to have a good strategy for that, or you end up consuming too much of your storage and can run the risk of over-running. Basically, you do have to pay attention. **What problems is Panoply solving and how is that benefiting you?** Panoply makes it easy for us to quickly analyze our data regardless of the source and it does so for people who are not necessarily data experts in their normal roles. It somewhat democratizes access to data. ### 15. Panoply enabled us immediately realize value from our BI initiative **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 30, 2023 **What do you like best about Panoply?** - Ease of Use - Easy to use platform enabled us to get to a proof of concept on our data pipeline in a single day. We were connecting several data sources, some of which were non standard. The platform was able to pull in the data we needed flawlessly for all of the commonly used data sources - Removed Human Error - The automated system appears well designed and eliminated any human error in our reporting process - Informed, Effective Customer Service - They had BI Analysts /Data Scientists on staff who were able to jump in and create custom connections to some of our nonstandard data sources. They even offered to help with some of the data blending that we were doing. This effectively lowered the bar and shortened the time to value for our organization **What do you dislike about Panoply?** Have very little bad to say about the product and team. Their product is a bit on the expensive side but it is certainly worth the cost to have professionals able to trouble shoot any issues that may arise **What problems is Panoply solving and how is that benefiting you?** Panoply enabled us to set up a data pipeline in days so that we could focus on pulling insights out of our data and not managing and coding up connections to several data sources. ### 16. Panoply transitioned our capabilities to allow us to focus on insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** January 26, 2023 **What do you like best about Panoply?** Panoply reduced our reliance on manual input by a very wide margin. In turn, this increased our confidence in data by cleanly aggregating and storing multiple datasets from multiple tenets, removing user-errors and greatly reducing the associated need for time-intensive Q&A of manual inputs. The end result is that Panoply freed up team resources to focus on what they do best - provide meaningful insights to promote change and decision-making both internally and with our clients. **What do you dislike about Panoply?** Their customer service has improved since our onboarding considerably. It's clear they've made strategic investment here. Our reps were hands-on and very communicative as our data needs changed and shifted with company scale, both up and down. **What problems is Panoply solving and how is that benefiting you?** Our databases are now stored in the cloud more safely intelligently, and we're leveraging ETL in a more automated way across a wide variety of datasets, both digitally and measurements of real-world impact. We have more time and resources to solving more complex data challenges at the source, rather than downstream. ### 17. Best ETL Tool in actual modern data stack **Rating:** 5.0/5.0 stars **Reviewed by:** Enrique L. | Data Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2022 **What do you like best about Panoply?** We are using for example in extract all information related with mondodb, postgresql, fb Ads, Google Ads and other sources for example s3, the easy of use of this tool is amazing just connect and mapping the sources and destination **What do you dislike about Panoply?** Could be the pricing model, we noticed that another tools like airbyte or another open source could be more cheaper than panoply in any aspects, this one of the reason I dislike panoply **What problems is Panoply solving and how is that benefiting you?** For example we dont have a huge of data engineer team, so panoply help us to leverage the speed that we need it in order to focus in resolve other problems or issues that we have **Official Response from Christopher Nordman:** > Hi Enrique. Thank you for your feedback. I’d love to hear more of your thoughts about pricing. I’ll follow up via email ### 18. Post-acquisition Blues - Avoid Panoply and Save Yourself the Headache **Rating:** 1.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2022 **What do you like best about Panoply?** The promise of Panoply and its functionality, when it works, is quite good. The ability to quickly sync data from various sources into a data warehouse is certainly valuable, and what they promise has a good deal of business value. Unfortunately, what is inputted into the UI does not always result in the expected output so their value proposition is nothing more than a broken promise now. **What do you dislike about Panoply?** Where to start... support team has an "average response time of 1 day" according to their Intercom widget. In reality, it can be several days to receive and follow-up at all and then when you do hear from them, they rarely have solutions. I have a Facebook Ads connector that has been broken for weeks and I've re-configured 5 times as they instructed and still it won't pull in historical data. They don't follow-up proactively or provide updates on issues at all. The issues with the platform have cropped up since they were acquired by an Israeli company which, from a user perspective, has clearly not invested enough into the Panoply software or support team. AVOID this platform! Whatever cost savings you think you might get will be lost in the hours spent banging your head against the wall waiting for them to fix their faulty platform. You'd be better off with literally any other solution. I was a Panoply user for years and finally have convinced our CFO to ditch Panoply due to their many failures. **What problems is Panoply solving and how is that benefiting you?** Panoply is solving nothing for my organization because its platform is not adequately supported and is not functioning as it should. The Panoply platform is creating more issues and reducing productivity instead of enabling it. **Official Response from Christopher Nordman:** > Hello, this is Chris, the Director of Customer Success. I agree this was an unfortunate situation, and I apologize for how it affected you and your business. As you know, we strive to provide a simple and cost-effective solution to sync, store, and access your data, and in this situation, we did not accomplish this goal. As a leader within the organization, I take this to heart and look at this as an opportunity to find better ways to support our customers. As you may remember, once I was made aware of it, I was able to escalate this issue and orchestrate a prompt solution. We can build off of this, and we have already created better processes to escalate and solve issues in the future. We have reached out to your CFO to explain this initiative and how we can make things better, but we never heard back. We would love to connect with you and your CFO if you are open to it. I wish you the best and hope we can work together again. ### 19. It's how modern data warehousing should be **Rating:** 5.0/5.0 stars **Reviewed by:** Andy Z. | Digital Director, Mid-Market (51-1000 emp.) **Reviewed Date:** November 10, 2022 **What do you like best about Panoply?** The platform is *extremely* easy to set up with reliable data ingestion from lots of commonly needed data sources, and where they're missing, the customer support team's work has exceeded our expectations. **What do you dislike about Panoply?** Documentation is lacking in certain places, though that's made up for by customer support. **What problems is Panoply solving and how is that benefiting you?** As a fashion business, we use Panoply to bring together our scattered data under one platform. From Panoply, various stakeholders can extract and analyze the data in their own preferred way but still speak the same numbers across teams. ### 20. The best managed data warehouse solution with ingestion I can find!!! **Rating:** 5.0/5.0 stars **Reviewed by:** Manuel B. | CIO, Mid-Market (51-1000 emp.) **Reviewed Date:** November 08, 2022 **What do you like best about Panoply?** I don't have to worry about the day to day care and feeding of the database. **What do you dislike about Panoply?** The number of data sources can be better, but they are very responsive when requesting adding new ones. Also, their generic connector they developed is working well. **What problems is Panoply solving and how is that benefiting you?** Data is more and more important to be able to answer questions and act on facts not feelings. Panoply helps make that a reality for companies that need to centralize their data and report from it. ### 21. Easy to use, dependable CDW, no need for IT support **Rating:** 5.0/5.0 stars **Reviewed by:** Pratik S. | Director - Global Sales Operations, Mid-Market (51-1000 emp.) **Reviewed Date:** November 14, 2022 **What do you like best about Panoply?** Speed, Easy No need for a DB Admin Good support Good connections with existing tech stack **What do you dislike about Panoply?** When deleting existing tables, 'view dependences' is not always clear on the prompt. Need to run a separate view dependencies query to extract dependent views. **What problems is Panoply solving and how is that benefiting you?** Reporting platform (Power BI) not designed for table manipulation, and ingesting large amounts of data. Panoply creates simple, repeatable tables/views as source of truth. Those tables are then fed into other systems, such as commissions management to process commissions. Because table manipulations are done in panoply, there is little need to manipulate data in commissions software. That ways, both power bi and commissions sw are on the page always. ### 22. Have had a good experience since 2017 **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** May 24, 2022 **What do you like best about Panoply?** Ease of use, scheduling options, and admin tasks they perform on RedShift **What do you dislike about Panoply?** Not much - perhaps an enhanced dashboard (or API access to underlying data) to see job history / run-time / failures / rows written, etc. The data is available to view and we do get noticed when a job fails, but a better dashboard would be a nice addition **Recommendations to others considering Panoply:** They do a very good job. There are more robust "Transformation" like solutions and other solutions which may have more bells and whistles re: interface or job frequency every XX minutes, but you have to ask yourself several questions: 1) do you really need all of that functionality or is it a nice to have, 2) do you want a system is dependable and easy to use, 3) does your exisiting system have a very easy learning curve, what would you do if a key employee left (your data migration admin, for example), 4) do you want to pay by the amount of rows you move (Panoply does not charge that way) or the datawarehouse capacity you have. We have looked at a number of others over the years but could not justify the incremental cost (both to migrate and then recurring costs) . **What problems is Panoply solving and how is that benefiting you?** Mass data transport on varying schedules from source systems in different formats (csv, xlsx, Google Sheets, SQL, Postrgres, SAAS applications and the like) to a platform in which we can transform and ultimately build datawarehouse. We follow ELT and not ETL. **Official Response from Christopher Nordman:** > Hello, and thank you for your review! I am glad to hear that you are finding success with our platform. I will make sure our product team understands how you and others would benefit from an enhanced dashboard. Please reach out to support@panoply.io if you need anything. ### 23. Amazing solution for a lean company **Rating:** 5.0/5.0 stars **Reviewed by:** JC G. | Manager, DX & Data/Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** November 08, 2022 **What do you like best about Panoply?** Enables us to focus less on maintaining the necessary data infrastructure and spend more time on strategic initiatives and projects. **What do you dislike about Panoply?** Some of the data integrations can take some initial troubleshooting. **What problems is Panoply solving and how is that benefiting you?** Has saved us loads of time in data engineering efforts by providing a managed data warehouse (Redshift) and data connections/integrations, allowing us to focus on more business-facing intiatives. ### 24. Very easy to use and let us set up our BI stack with no code required **Rating:** 4.0/5.0 stars **Reviewed by:** Sevda H. | Lead Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 26, 2022 **What do you like best about Panoply?** Speed: It gives us a great experience with the performance of our data models User Friendly: The interface is simple and reduces the friction I have no experience with a similar tool. **What do you dislike about Panoply?** Help: Support times are rather long Reporting: Little insights in the interface about the product usage Making the reporting processes more transparent would help customers to get engaged in the product even more. **What problems is Panoply solving and how is that benefiting you?** We need no engineer in the data team and we can run BI processes flawlessly with the help of optimized data flows. We even have access to an improved capability of our existing data sources. **Official Response from Christopher Nordman:** > Hi Sevda! Thank you for the review. We are happy to hear that your experience with the platform has been frictionless and has not hindered your ability to get data insights. I agree our support times could improve. I wanted to let you know we are actively hiring more Customer Success Engineers to ensure you and all customers are adequately supported. We would love to hear more specifics on what you are looking for from reporting. Please message us at support@panoply.io to tell us more. ### 25. Great support team and smooth implementation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.) **Reviewed Date:** November 10, 2022 **What do you like best about Panoply?** Easy to use product for a managed data warehouse. Appreciate the flat pricing. Easy to connect to own IDE, BI tool, and they have connectors prebuilt for most of what we needed. **What do you dislike about Panoply?** Only 1 schema initially that would contain source and fact/dim and staging tables. Though they might be able to change that, I didn't explicitly request it. **What problems is Panoply solving and how is that benefiting you?** Not having to manage the data warehouse and EL takes a lot off my plate as a small data/BI team ### 26. Great Customer service **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Management Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** November 10, 2022 **What do you like best about Panoply?** The quick response of Customer Service, Nice service. **What do you dislike about Panoply?** Sometimes it is hard to alter data especially if you are not the owner. **What problems is Panoply solving and how is that benefiting you?** Whenever we have an issue, they really quick at addressing it. ### 27. Your Data Warehouse in the Cloud **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** May 27, 2022 **What do you like best about Panoply?** My needs for a warehouse came from doing lean with a variety of products that we were experimenting with. Standing up manual warehouses to connect our services was cost-prohibitive and lessened our time to market. With Panoply we were able to warehouse data from a variety of disparate sources without the IT overhead of provisioning/optimizing/managing data clusters. Panoply, simply enabled us to do advanced data analysis on new ventures to determine if they were worth continued investment. Incredible service. **What do you dislike about Panoply?** There's not much to dislike. The optimizations happened automatically, the cluster was always available and adding additional users was a breeze. I struggle to think of a part of the service that was lacking. **What problems is Panoply solving and how is that benefiting you?** Warehouses are difficult and tedious to manage and as a small, lean team that was going to increase our total cost of ownership but without the insights from a warehouse we wouldn't have been able to react to the market as quickly as we wanted to. Panoply let us approach the market like a big company even thought we were funded like a small startup. ### 28. Bad product, they let me out of my annual contract because I promised to get them a 5 star review **Rating:** 0.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Small-Business (50 or fewer emp.) **Reviewed Date:** April 22, 2021 **What do you like best about Panoply?** Nothing, this is a bad product, pricing changes, scammy team members. Do not recommend **What do you dislike about Panoply?** During our evalation period, the product pricing changed to become much much less favorable to us AND our sales contact was fired so at the end of our evalation period we were auto renewed onto this terrible new pricing structure with no contact from their sales team ahead of time. It took us weeks to get in touch with another team member. In order to exit the contract 9 months early, the client success member we were in touch with asked us to leave a 5 star review on this site. We did the 5 star review and ammended our contract, and now the billing department is sending our company invoices the nonammended contract payments for the past few months. I have asked them at least 5 times to change the invoices to what is in the contract but that goes no where. I was going to let this go, but their billing department keeps sending us threatening emails, so I am editing my review to reflect my experience. **Recommendations to others considering Panoply:** If you need a datawarehouse and ETL, do it. Product works great, and their support team can set you up on the right path. **What problems is Panoply solving and how is that benefiting you?** We are using panoply as an ETL and data warehouse solution. We have a lot of our data in a document based database that cannot support SQL queries. Through using panoply, we have been able to create and run regular business reporting jobs against our data, as well as running ad hoc queries. **Official Response from Darcy Lloyd:** > Hi Tom, This is Chris, the Customer Success Manager that you worked with on your project. I appreciate you leaving a review, we always like to know how we can improve. I apologize for the misunderstanding you had with your contract, we try hard to have clear terms so if you have any feedback on the contract language we’d be happy to discuss it so we can improve. We have since made updates to our billing process to ensure that all customers get the appropriate notifications and avoid any redundancies. While we did offer to let you out of your contract early for a G2 review, I want to clarify that we would never request a specific rating, as honest feedback is very important to us. As you and your CEO expressed your appreciation for our product during your cancellation, we wanted people to know that while it did not work out for you, Panoply is still a worthwhile product for others. I wish we could have settled this differently, but regardless I wish you the best of luck! ### 29. Seamless data collection and management **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2022 **What do you like best about Panoply?** You can bring in nearly all of your most critical data sources with just a few clicks and then easily query your data using the built-in SQL editor. The ability to create custom views using a simple SQL transformation makes it easy to have confidence that the data you're working with is clean and consistent. Support for the product has been tremendous as well. **What do you dislike about Panoply?** The integration list isn't completely comprehensive, so you may still have to do some manual work or involve another third party to flesh out all your connections. But the list of integrations is always expanding, so the team appears to be working on this constantly. **What problems is Panoply solving and how is that benefiting you?** We're using Panoply as our (no code) cloud-based data warehouse solution. It was easy for us to set up, as most data sources only required a few clicks to integrate. ### 30. Simple product, gets the job done **Rating:** 4.0/5.0 stars **Reviewed by:** Roy H. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 02, 2022 **What do you like best about Panoply?** Simple to use and does what I need - sync my BI data to one place. **What do you dislike about Panoply?** I disliked how it splits JSON columns in PostgreSQL into separate tables, making it harder to query. Although it might just be a general constraint unrelated to Panoply **What problems is Panoply solving and how is that benefiting you?** Sync my data into one place, later running BI queries on it. **Official Response from Christopher Nordman:** > Hi Roy, thank you for your review and feedback. We agree Postgres warehouses are not great at handling JSON columns and we are working on ways to improve this within Panoply. Feel free to reach out to support@panoply.io to discuss this topic more with our Customer Success Engineers. ### 31. Fantastic solution for a growing small business **Rating:** 5.0/5.0 stars **Reviewed by:** Eric F. | COO, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2022 **What do you like best about Panoply?** The out of the box functionality regarding connections to our data sources and the consuming the collected data. **What do you dislike about Panoply?** We have a unique business model that did not allow us to fully utilize all of Panoply's offerings. **What problems is Panoply solving and how is that benefiting you?** Quick consolidation of our data from various tools and sources. Pinging one data set which gives us a more robust look at our business. **Official Response from Christopher Nordman:** > Hi Eric, thank you for the review! Please let us know what we can do to fit your business model better. ### 32. Panoply offloads everything. Its easy to use and maintain! **Rating:** 5.0/5.0 stars **Reviewed by:** Archit P. | Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 14, 2022 **What do you like best about Panoply?** The data storage capability and ease of integration with various API **What do you dislike about Panoply?** Sometimes, its hard to look at the meta data. **Recommendations to others considering Panoply:** The sample video user guides are very helpful. **What problems is Panoply solving and how is that benefiting you?** Trying to create a single source of truth using a warehouse. ### 33. Excellent service at a fantastic value **Rating:** 5.0/5.0 stars **Reviewed by:** Jack d. | Senior Director of IT & IS, Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2022 **What do you like best about Panoply?** Panoply provides a Redshift-compatible database at a fraction of the cost with excellent performance. **What do you dislike about Panoply?** Like Redshift, there are only a handful of good software clients to maintain the tables in your system. **What problems is Panoply solving and how is that benefiting you?** We are able to offload our data warehouse to a central place accessible securely outside of our firewalls. Our customers now have access to view some of their data with reduced configuration. Our data warehouse costs have been reduced after moving from Redshift. ### 34. Easy to Use Comprehensive Data Warehouse **Rating:** 5.0/5.0 stars **Reviewed by:** Paul G. | COO, Small-Business (50 or fewer emp.) **Reviewed Date:** May 13, 2021 **What do you like best about Panoply?** I have tried various systems over the years from full fledged reporting for eCommerce through to my own Amazon Red Shift. However none of them could allow me to easily manage the complexity of multiple data sources and had flexibility. I was able to marry my Sales, Shopify, Reference data, Forecasting files all together easily and get insights easily. External add ons such as Trevor.io make it easy to generate SQL queries without knowing SQL and married with Panoply's great mapping of Shopify data provided an easy to use solution. The ability to pull data from Google Data Sheets, Reference files on top of the usual Shopify, Salesforce and many other sources made it easy to use. In 3 days I had reporting up and running with new insights. I was also able to store all my data in according with EU's GDPR regulations. **What do you dislike about Panoply?** Panoply is always improving things and you have to keep on top of communications to keep up with the improvements and make the best use of their developments. **What problems is Panoply solving and how is that benefiting you?** Multiple Data sources in one location with forecast data easily loaded and compared to actuals. ### 35. Panoply is great tool as data warehouse for data driven business solutions.Easy and reliable. **Rating:** 4.0/5.0 stars **Reviewed by:** Rahul B. | Data analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 26, 2021 **What do you like best about Panoply?** It's easy to use feature and configuration setting helps to configure on different tools. **What do you dislike about Panoply?** I haven't found any negative point or cons as of now. **Recommendations to others considering Panoply:** Any business looking for data driven business solution ,data warehousing panoply is the best solution **What problems is Panoply solving and how is that benefiting you?** I am solving day to day data requirement needed by business with configuration of certain tools.Its very easy and handy to process and fetch data from panoply. ### 36. Superior Data Warehouse Services **Rating:** 5.0/5.0 stars **Reviewed by:** Daniel G. | Director of Business Intelligence, Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2021 **What do you like best about Panoply?** Panoply's product as a whole is fantastic. It has alleviated a large portion of our business intelligence responsibilities. The data sources that it integrates with are comprehensive and allows us to ingest everything we need. The customer support team is incredible. They have been in constant communication with us to make sure our usage of the product is optimal. We have experienced no disruptive downtimes with the product. The online documentation that delves into third-party data schemas is phenomenal and helps us to manage our setups. **What do you dislike about Panoply?** We haven't found anything that we dislike. I wish that Panoply made more products because we would be eager to use them given their track record of excellence. **What problems is Panoply solving and how is that benefiting you?** The problems that we solve with Panoply revolve around data source management. Our systems require a sizeable heterogeneous mix of data from both internal and external services, and Panoply handles many facets of the overall process to manage these services. Starting with data ingestion / ETL, Panoply helps us to consume the data. We can schedule the ingestion periodically from these setups. Panoply handles the long-term storage of this data, and finally, the ability to connect our visualization tools to the Panoply system is a breeze. ### 37. Get Your Data Warehouse Up and Running Quickly **Rating:** 5.0/5.0 stars **Reviewed by:** Nathan Patrick T. | Chief Information Officer, Enterprise (> 1000 emp.) **Reviewed Date:** April 19, 2021 **What do you like best about Panoply?** The ease of adding data connections and scheduling jobs. The list of data connectors covers the most widely used connections in our industry. There is also a great incremental loading option to speed up the refresh of data. The tech support from the team behind the scenes is easy to access directly from the UI. I've had a few conversations with them and they've been incredibly helpful. The team is also available 24x7. The data warehouse from Panoply is also much faster at process records than our old data warehouse. So we were able to decrease report and analytics times. **What do you dislike about Panoply?** There is nothing really to dislike about Panoply. The UI is evolving and they are open to feedback about enhancing the service. There are some tips and tricks when working with a cloud-based massive data warehouse (like whitelisting your on-prem database IP address). Most of the tips come from following the community pages. When we do receive errors (which is rare), we can contact the team in near real-time through the chat interface. **What problems is Panoply solving and how is that benefiting you?** The biggest problem we solved is being able to process large amounts of data. We also had an issue with refreshing data every hour, and Panoply solved that problem for us. The most obvious benefits to us have been the ability to maintain a smaller team but complete a large number of projects as if we were a much bigger team. We also don't have to worry about maintaining the server and database on our side since to now resides in the Cloud. As the data warehouse grows, the Cloud service automatically expands. ### 38. Great service, **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** June 22, 2021 **What do you like best about Panoply?** The size of the data and table is scalable when it comes from multiple data sources, and it loads correctly. Also, it has increasing number of datasources supported which is nice for integration. In some scenrios, it is good to check inside the Panoply for simple SQL run instead of using the Business Intelligence tools which need more time to execute an see the results. If the company has more and more datasource, they will benefit more from Panoply because Panoply has nearly most of the data source possible. **What do you dislike about Panoply?** Support team in Panoply takes a while to respond sometimes. When a special request is needed, it will take longer to reach the support for help. If the chunk of the size it's too long, it sometimes required special requests. I dislike about the character limit for the chuck size for some of the time. I would recommended nontext data to avoid such issues. **Recommendations to others considering Panoply:** You can choose the product if you have a lot of data sources and are a growing company. **What problems is Panoply solving and how is that benefiting you?** It solves the problem when I have multiple datasets from multiple data sources. It is fast and convenient. ### 39. Great Data Warehouse as a Service for small companies **Rating:** 5.0/5.0 stars **Reviewed by:** Gustavo B. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 08, 2021 **What do you like best about Panoply?** The managed Redshift Data Warehouse which helps delivering value fast. With it you can manage users and tables inside its portal instead of doing it with SQL. Also, you don't need to worry about cluster configuration and optimization since Panoply will take care of this for you. It is really helpful! **What do you dislike about Panoply?** These days, Redshift has query optimization recommendations which Panoply does not provide yet. This resource would be very valuable if provided to Panoply's user. **Recommendations to others considering Panoply:** If you need a Data Warehouse and make data ingestion from external resources while not having a Data Engineering team big enough to build the tools needed for BI and Data Science, Panoply's products will help you take your product out of the ground quicker. **What problems is Panoply solving and how is that benefiting you?** We needed to store data for analysis by the BI and Data Science teams but, at the time, our Data Engineering team was small and didn't have enough resource to manage a Data Warehouse and build the ETLs pipelines at the same time. Panoply helped with an easy solution by providing a managed Redshift so we could focus on building data pipelines. Thus, BI and Data Science teams were able to test ideas and delivery value fast. ### 40. we used panoply for integration of different data source and it was successful. **Rating:** 4.5/5.0 stars **Reviewed by:** Inam R. | Data Engineer/ ETL Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** September 15, 2021 **What do you like best about Panoply?** I like the their product and the performance of it. **What do you dislike about Panoply?** I couldn't integrate API source directly into panoply. I had to use a third-party tool for it. **Recommendations to others considering Panoply:** I will to use panoply for the integration of your data sources. **What problems is Panoply solving and how is that benefiting you?** I am integrating multiple data sources using panoply, and it was great. All things are working fine. ### 41. Excellent Data Management Services **Rating:** 5.0/5.0 stars **Reviewed by:** Sammi P. | Performance & Planning Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** February 05, 2021 **What do you like best about Panoply?** I was looking for a company that could meet our data management challenges. We have data from different areas that was hard to compile and do the necessary analytics to improve our business. What I love about Panoply includes the following: Ease of Use: An every day user doesn't have to have complex skills to setup and manage the data. It allows individuals to easily pick up and leverage the software. Data Flexibility: It allows leveraging data from multiple sources and software include our internal ERP systems and normal every day use software's like Excel. Customer Service: All members of the Panoply team are great to work with and are extraordinary knowledgeable about data management. Sustainability: The software aligns with our companies long term objectives which includes having a data management philosophy. I recommend Panoply to any business looking to fulfill their data management needs whether from an IT, Accounting/Finance, Sales, or Operations perspective. **What do you dislike about Panoply?** Only positives at this moment. I also look at whether or not a company has a solid R&D group. Panoply is always working on staying on the forefront of technology. **Recommendations to others considering Panoply:** When looking for your data management needs, take into account ease of use, customer service, alignment with long term objectives, and analytics. Panoply checks all these boxes. **What problems is Panoply solving and how is that benefiting you?** Meeting company goals; doing real time data analytics in Accounting, Finance, and Sales; helping be a core piece in our Integrated Planning processes. ### 42. Simply love this fully managed low cost cloud database warehouse **Rating:** 5.0/5.0 stars **Reviewed by:** Archit P. | Senior Product Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2021 **What do you like best about Panoply?** Panoply supports helped me business-critical data integrations that has helped me save an enormous amount of time. My team is able to integrate data using various API connections in minutes using the connectors. **What do you dislike about Panoply?** I think that data refresh takes sometimes more than expected time and it can be reduced. Apart from that I think tool has evolving every month and is providing more enhanced features. **What problems is Panoply solving and how is that benefiting you?** Panoply helps me keep organize my data from various connectors in branch.io, postgresql, google sheets, shopify, amazon s3 and streamline by data manipulation process. ### 43. FAST DATA FETCHING **Rating:** 5.0/5.0 stars **Reviewed by:** Bratheesh D. | DATA ANALYST, Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2021 **What do you like best about Panoply?** FAST QUERY EXECUTION and DATA IS TOTALLY SECURE **What do you dislike about Panoply?** HANDLING DATA TYPES, WE NEED TO CAST EVERYTHING . IT WON'T CAPTURE AUTOMATICALLY **Recommendations to others considering Panoply:** if you are having a large database and you need a result instantly you can go head with this. **What problems is Panoply solving and how is that benefiting you?** saving time and data is accurate ### 44. Creating an analytics database couldn't have been easier **Rating:** 5.0/5.0 stars **Reviewed by:** Will W. | Analytics Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2021 **What do you like best about Panoply?** Number of included data sources (e.g. Shopify) **What do you dislike about Panoply?** Data architect help can sometimes be slow **What problems is Panoply solving and how is that benefiting you?** We have used Panoply to create an analytics database than combines a number of sources such as our Microsoft SQL Server database, Shopify, Adwords, Google Analytics, Amazon S3 and more. This has been as painless as possible, only having to do small amounts of manual ETL, all at a very reasonable price. ### 45. connect to all sources you need **Rating:** 4.5/5.0 stars **Reviewed by:** Catherine H. | Director of Insights, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2021 **What do you like best about Panoply?** the number of data sources you can connect to **What do you dislike about Panoply?** For some connection (such as Adw), it seems you need to collect all the data, without the flexibility to choose only a few columns **What problems is Panoply solving and how is that benefiting you?** use it as a data warehouse for BI tool ### 46. Alright as-is, great for small agencies, lacking for tech usecases **Rating:** 3.0/5.0 stars **Reviewed by:** Matěj A. | BIT Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2020 **What do you like best about Panoply?** The platform comes with a set of connectors to a great deal of API-enabled services, which perform at an expected level. The data warehouse runs on clean Amazon Redshift and features storage optimization features, which can be useful, especially for frequent collections of relatively persistent data. **What do you dislike about Panoply?** Connections to other database services are however lacking, especially while using SSH tunelling or a more complex database structure. Changes in source structure are a point that usually requires user intervention. Experience with customer support is not the best either, especially due to overwhelming amount of followup questions that can be asnwered internally. While they typically respond fairly soon, some issues take long to get resolved. In terms of compute performance, the transparently priced business plan is okay for simple queries but running more difficult ones featuring complex window functions can take long. It is very important to discuss location of particular deployment, especially if it will be accessed from outside of the US. **Recommendations to others considering Panoply:** If you are an SME looking to integrate data from multiple application services into one cloud-hosted database offering a decent range of analytical capabilities, it is a way to go. Not so much for IT businesses using their own database structures or large enterprises that still keep vast amounts of data in legacy systems unsupported by the platform. **What problems is Panoply solving and how is that benefiting you?** Panoply takes data from production database as well as multiple other sources and allows us to integrate all of them in one place for purposes of internal analyses. ### 47. Great Data storage and cross data solution **Rating:** 5.0/5.0 stars **Reviewed by:** Nate L. | Small-Business (50 or fewer emp.) **Reviewed Date:** October 23, 2020 **What do you like best about Panoply?** Simple to use Data warehouse with easy to use data integrations and SQL workbench. Create your own data sets once data is pulled in from the many number of integrations and complete the ETL process. Manipulate the data utilizing SQL to create custom data sets and blended data when needed; i.e. Revenue data blended from Google Ads, Bing Ads and Facebook ads to see the total Ad Revenue amongst all channels. Also love the ability to connect to my current data warehouse and that I can connect to a ton of different BI tools to Visualize the data. **What do you dislike about Panoply?** Not much to dislike with the platform. Good price for the amount of storage needed. Wish there was an in house data visualization component so that I do not have to use a 3rd party tool. **Recommendations to others considering Panoply:** If looking for a data warehouse with easy integrations and the ability to create your own data sets then look no further. **What problems is Panoply solving and how is that benefiting you?** Data blending and having my own data silo has been tremendous. I am able to blend the numerous Ad data platforms into one channel and show a holistic view of performance to my clients. The built in integrations make this a seamless process. ### 48. Very straightforward data warehousing **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 20, 2021 **What do you like best about Panoply?** It's simple to get going. You can create value within minutes/hours, and you don't need to be particularly technical to do it. **What do you dislike about Panoply?** It would be preferable if all the setup could be kept in source control. **What problems is Panoply solving and how is that benefiting you?** It made our data much more accessible. We sped up some work and got insights we didn't previously have. ### 49. Very quick and easy to get up and running. Also the support is there when you need it! **Rating:** 4.5/5.0 stars **Reviewed by:** Stuart K. | Database Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2021 **What do you like best about Panoply?** Support and ease of use are outstanding. I have not had any issues with performance **What do you dislike about Panoply?** There does seem to be more of a need for 3rd party services to integrate than I'd like. **What problems is Panoply solving and how is that benefiting you?** We needed a clone of our production database to report and gain insight. Panoply has done well to service. ### 50. Great Managed DWH **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.) **Reviewed Date:** February 02, 2021 **What do you like best about Panoply?** - Very easy to setup - Good for small/medium businesses that do not want to manage their own Redshift database - Very easy to connect a variety of sources such as Google Sheets, FB ads, Shopify etc. - Good support throughout **What do you dislike about Panoply?** - More data sources could be added, however this constantly improves **What problems is Panoply solving and how is that benefiting you?** - Connect diverse datasources to our DWH quickly without added hassle & complexity of setup/managing a database ourselves ## Panoply Discussions - [How many seats are included per pricing tier?](https://www.g2.com/discussions/pricing-5aaed13c-407d-4192-be80-ca19518c573d) - 1 comment, 1 upvote - [How much would it cost for Panoply to build me an integration to a data source?](https://www.g2.com/discussions/integrations-9dc0bde4-ae54-471a-b4d0-9812a877bdd2) - 1 comment, 1 upvote - [How much does Panoply cost?](https://www.g2.com/discussions/pricing-06cb3fed-f993-443a-a7c6-ab6163e46398) - 1 comment, 1 upvote - [I am already using an ETL service can I still connect to Panoply?](https://www.g2.com/discussions/integrations-b129fc7a-459e-4fce-b948-df9585859486) - 1 comment, 1 upvote - [I have some questions about specific features, who should I contact?](https://www.g2.com/discussions/features-d84db8f5-3fc6-4c23-b477-d0c951d3dfd9) - 1 comment, 1 upvote - [View Panoply pricing details and edition comparison](https://www.g2.com/products/panoply/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-23+13%3A25%3A10+-0500&secure%5Bsession_id%5D=1046bed4-c133-4dea-8f6a-649257419875&secure%5Btoken%5D=9c0311db479be428dd886cfaf52ac7330e373c2681fb8a4f6537354837ba535c&format=llm_user) ## Panoply Integrations - [Looker](https://www.g2.com/products/looker/reviews) ## Panoply Features **Management** - Reporting - Auditing **Data Management** - Data Integration - Data Compression - Data Quality - Built-In Data Analytics - In-Database Machine Learning - Data Lake Analytics **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Integration** - AI/ ML Integration - BI Tool Integration - Data lake Integration **Deployment** - On-Premise - Cloud **Performance ** - Scalability **Security** - Data Governance - Data Security **Generative AI** - AI Text Generation - AI Text Summarization ## Top Panoply Alternatives - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,147 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - 4.5/5.0 (707 reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - 4.3/5.0 (369 reviews)