--- title: Pecan Reviews meta_title: 'Pecan Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 39 reviews by the users' company size, role or industry to find out how Pecan works for a business like yours. aggregate_rating: rating_value: 4.7 review_count: 39 scale: '5' date_modified: '2026-06-22' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # Pecan Reviews **Vendor:** Pecan.ai **Category:** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics) **Average Rating:** 4.7/5.0 **Total Reviews:** 39 ## About Pecan Pecan AI is a predictive analytics platform that helps business teams understand what’s likely to happen next, while there is still time to act. With Pecan’s Predictive AI Agent, teams can turn business questions into reliable predictions for use cases like customer churn, demand forecasting, and lifetime value, without relying on long, complex data science projects. The platform automatically handles data preparation, feature engineering, modeling, validation, and delivery, and provides transparent, explainable predictions that integrate into tools like Salesforce, HubSpot, Snowflake, and BI systems to drive real business outcomes. ## Pecan Pros & Cons **What users like:** - Users appreciate the **ease of use** of Pecan, enjoying its simplicity for setup and understanding results. (25 reviews) - Users value the **excellent customer support** from Pecan, consistently assisting them to maximize product use and efficiency. (18 reviews) - Users appreciate the **speed of setup and analysis** with Pecan, enabling quick and efficient data-driven decisions. (15 reviews) - Users commend Pecan for its **effective problem-solving capabilities** , facilitating swift transitions from experimentation to production. (13 reviews) - Users appreciate the **implementation ease** of Pecan, allowing quick predictive modeling without extensive technical resources. (11 reviews) - Users love how Pecan simplifies **machine learning automation** , enabling quick and effective model creation with SQL knowledge. (11 reviews) - Users value the **time-saving** capabilities of Pecan, streamlining the path from experimentation to production effortlessly. (11 reviews) - Features (10 reviews) - Helpful (10 reviews) - Predictive Modeling (10 reviews) **What users dislike:** - Users face a **learning difficulty** with Pecan, particularly during initial setup and understanding complex data interpretations. (9 reviews) - Users experience **limitations in model selection** before training, affecting control over optimization and customization options. (8 reviews) - Users find the **limited features** of Pecan restrict customization and model selection, affecting usability for specific needs. (8 reviews) - Users experience a **steep learning curve** with Pecan, especially when comprehending data structures and using the tool effectively. (7 reviews) - Users desire more **customization options** to better control model selection and tuning for specific use cases. (5 reviews) - Users face **data management issues** with Pecan, including difficulties in model selection and interpreting results effectively. (4 reviews) - Lacking Features (4 reviews) - Lack of Customization (4 reviews) - Difficult Learning (3 reviews) - Lack of Information (3 reviews) ## Pecan Reviews ### 1. Intuitive Platform with Exceptional Support **Rating:** 5.0/5.0 stars **Reviewed by:** J G. | Daten- und Automatisierungsanalyst, Small-Business (50 or fewer emp.) **Reviewed Date:** April 20, 2026 **What do you like best about Pecan?** The biggest strength for me is how accessible the platform makes predictive modeling — you don't need a dedicated data science team to get real value out of it. Building and training models is genuinely straightforward, and the prediction quality has held up well in production. The onboarding experience stood out too. We had our first model live and being used by our sales reps in under a month, which is faster than I expected. The support team deserves a specific callout: they run regular check-ins, respond quickly to questions, and walked us through setup step by step. It feels more like having a partner than a vendor. **What do you dislike about Pecan?** The main drawback is price. If you have the in-house expertise to build and deploy custom models on Google Cloud or a similar provider, you can do it more cheaply. You're paying a premium for the abstraction and support — worth it for us, but worth weighing against your team's capabilities. **What problems is Pecan solving and how is that benefiting you?** Pecan helps us identify high-value customers so our sales team can prioritize personalized outreach instead of spraying effort broadly. The benefit is twofold: our reps spend their time on accounts more likely to convert, and we're able to run this kind of ML-driven targeting without hiring a data science function to support it. Faster time-to-value and a leaner setup are the concrete wins. ### 2. AI Chatbox Integration Makes Feature Development Easy to Explore and Iterate **Rating:** 4.0/5.0 stars **Reviewed by:** Yuqi L. | Senior Product Analyst - Personal Finance, Mid-Market (51-1000 emp.) **Reviewed Date:** May 27, 2026 **What do you like best about Pecan?** the AI chatbox integrated with the model/feature development UI very well. Very easy for users to explore different features and iterate **What do you dislike about Pecan?** the sql syntax sometimes is a bit different with snowflake which need some extra adjustment when copy a sql query **What problems is Pecan solving and how is that benefiting you?** it makes DS model so much easier. I, as a DA, can put my business logics/experiences into a model and check the model score performance very easy. The model performance UI also provided enough context for me to know if the model is good ### 3. Smooth Onboarding and a Truly Supportive Team for Sales Predictions **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** April 13, 2026 **What do you like best about Pecan?** Onboarding predictive models for our sales team was a remarkably smooth experience with Pecan. From the very first kickoff call, the Pecan team was hands-on and genuinely invested in making sure we got value quickly. The platform's UI is clean and intuitive — even team members without a technical background were able to follow along and understand the model outputs without much hand-holding. What really stood out was the level of support we received throughout the process; the team is always responsive, knowledgeable, and a pleasure to work with. It's clear they care about their customers' success, not just deploying a tool. **What do you dislike about Pecan?** Honestly, there isn't much to criticize. If I had to mention something, it would be nice to have a few more options for customizing dashboards and reports on the platform, but this is a minor point and hasn't impacted our overall experience. **What problems is Pecan solving and how is that benefiting you?** We needed a way to build predictive models that could help our sales team prioritize leads. Pecan made it possible to get these models into production quickly without requiring a dedicated data science team, which has saved us both time and resources while giving our sales org actionable insights they actually trust. ### 4. Empowers Predictive Analytics with Excellent Support **Rating:** 4.5/5.0 stars **Reviewed by:** Emma P. | Director of Marketing Operations & Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Pecan?** I like how Pecan is easy to set up, and the support from their team is great. I also appreciate that it's not a black box, allowing me to audit and test results. The setup process was fairly easy, as I could connect data sources and begin to validate quickly. **What do you dislike about Pecan?** It took us awhile to get to a usable model, though some of that was from delays on our side. **What problems is Pecan solving and how is that benefiting you?** I use Pecan for predictive analytics to forecast which campaigns convert into pipeline, reducing time from budget to outcomes. It tackles long sales cycles by providing timely campaign performance insights allowing us to iterate and optimize. ### 5. Fully Supportive Team for Building Predictive Models with Pecan **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Entertainment | Small-Business (50 or fewer emp.) **Reviewed Date:** February 19, 2026 **What do you like best about Pecan?** The Pecan team has been fully supportive of our entire team as we’ve learned how to best leverage their platform. We mainly use it to build predictive models that help us determine which individuals we should promote our products to. **What do you dislike about Pecan?** At the start, there was a learning curve on both sides when it came to understanding our data structure and making sure the Pecan team understood how our industry works. Beyond that initial ramp-up, the only real challenge I’ve run into has been navigating the time zone difference. **What problems is Pecan solving and how is that benefiting you?** Our main use for Pecan is to determine which people in our database we should cross-promote our brands to. This process helps us reach out to fewer people while still bringing in the same revenue, or even more. ### 6. Streamlined Fraud Prevention with Stellar Support **Rating:** 5.0/5.0 stars **Reviewed by:** Avner . **Reviewed Date:** December 23, 2025 **What do you like best about Pecan?** I like how Pecan helps us in modeling our data to prevent fraud accurately. The team and our weekly calls are super helpful, making sure we are on the right direction. The portal and AI assistant also assist us with our SQL queries and more, reducing the time required to prepare data and integrate our product with theirs. It generally makes our work streamlined, with almost zero mistakes, saving valuable time spent on fixing errors. The integration with our CRM was simple, as they handled all the work related to it. The initial setup was also very easy, with just a meeting to manage expectations, and then we started immediately. **What do you dislike about Pecan?** I would say the next step for the model will be to make it decision making in real-time for transactions, rather than post transaction. **What problems is Pecan solving and how is that benefiting you?** I use Pecan for modeling our data to prevent fraud accurately. It helps identify risk parameters on transactions, allowing us to take preventive measures. The portal and AI assistant streamline data preparation and integration, reduce mistakes, and save time. ### 7. Pecan tool and team helped us expediate sales forecasting and scenario modeling **Rating:** 5.0/5.0 stars **Reviewed by:** Amir B. | Senior Direct of Data Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** September 29, 2025 **What do you like best about Pecan?** The tool handles complex modeling tasks quite efficiently, processing a wide variety of data fields and supporting an almost unlimited number of parameters. I found the accuracy to be impressive, even after just a few iterations. Running different scenarios and quickly iterating through various versions is straightforward. It's also very clear which parameters have a significant impact on forecasting accuracy and which are less critical, which is helpful when discussing results with stakeholders. The team has been exceptionally available at all hours and acted as true partners, not only guiding us in using the tool but also engaging thoughtfully with our business and specific needs. **What do you dislike about Pecan?** There is still progress to be made when it comes to interpreting results for actions, such as understanding coefficients. We found that manipulating data within the tool using the AI agent was not any easier for us than simply handling it ourselves in SQL. **What problems is Pecan solving and how is that benefiting you?** it helped us iterate quickly to find the parameters which were most important for us as well as validate scenario planning we were doing. ### 8. Pecan Predictive Model Build Success **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Sports | Mid-Market (51-1000 emp.) **Reviewed Date:** February 26, 2026 **What do you like best about Pecan?** Above all else, Pecan has been deeply committed to our success with the product. They have been consistently available to assist and consult with us on how to improve our use of the product across both current and future projects. The customer service has been excellent. Additionally, the model-building process speeds up our ability to produce predictive models for key business initiatives. In situations where our Team doesn’t have the bandwidth to spend weeks building a predictive model, the Pecan product allows us to create models much more quickly when time is limited. **What do you dislike about Pecan?** We’re improving how we use Pecan with each new model run, but it can still be difficult at times to quantify all the variables within the models in a way that makes business sense. **What problems is Pecan solving and how is that benefiting you?** We use Pecan for projects that have both short-term and long-term impacts on the organization. Because our data warehouse is already in a strong position, we can implement Pecan quickly and start building predictive models on targeted datasets to support valuable business initiatives. ### 9. Effortless Predictive Modeling with Excellent Support **Rating:** 5.0/5.0 stars **Reviewed by:** Crystal L. **Reviewed Date:** December 29, 2025 **What do you like best about Pecan?** I like that Pecan helps us run predictive models quickly without needing a dedicated data science team. It's easy to use with a simple interface. The account support team are excellent partners both technically and strategically. The initial setup was very easy because our data was organized and the team walked us through it step by step. **What do you dislike about Pecan?** I would like to see an additional interface option to better see all of my dataset options outside of the chat prompt, but this is just a nice-to-have. Providing multiple ways to ensure all relevant data is selected, both by chat prompt and a visual layout would make it easier to ensure that all relevant data points for a model are properly included. **What problems is Pecan solving and how is that benefiting you?** Pecan helps us run predictive models quickly without a dedicated data science team. ### 10. Simplicity and Flexibility Make Pecan a Powerful Tool for LTV Predictions **Rating:** 4.5/5.0 stars **Reviewed by:** Matías D. | Head of Data **Reviewed Date:** December 23, 2025 **What do you like best about Pecan?** I like how simple Pecan is to use, set up, and understand results. It's also really flexible whenever I want to predict new features or change some of the settings. Pecan basically replaces the need of having a data science department, which is a huge plus. The initial setup was easy, especially with their native connection with BigQuery. **What do you dislike about Pecan?** It is a bit hard to use when the main features for the training datasets are sensitive data because of sharing data and compliance, but it is not a blocker. Something more on my side than Pecan's. **What problems is Pecan solving and how is that benefiting you?** Pecan helps me understand the long-term value of new users with ease. It's simple to use and set up, replacing the need for a data science department. It's also flexible for predicting new features and adjusting settings. ### 11. Incredible Tool and Even Better Support Team **Rating:** 5.0/5.0 stars **Reviewed by:** Adrian X. M. | CFO/COO, Mid-Market (51-1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Pecan?** Partnering with Pecan.ai has been a transformative experience for our business. As we embarked on the complex journey of developing a Marketing Mix Model (MMM), their team provided not just advanced technology but deep strategic support. They have consistently gone beyond the role of a vendor, acting as true partners who understand our business challenges and objectives. The machine learning tools they've delivered are top-notch: intuitive, powerful, and insightful. More importantly, the Pecan.ai team has shown exceptional commitment in helping us understand the platform’s capabilities and translating analytics into actionable decisions. Their consultative approach, responsiveness, and collaborative spirit have made them invaluable allies in our marketing evolution. We highly recommend Pecan.ai to any business seeking a modern, data-driven approach to marketing optimization. **What do you dislike about Pecan?** If there is any downside, it would be the initial learning curve. As with any powerful machine learning platform, there’s a depth of capability that takes time to fully understand and apply. However, Pecan.ai’s team has been proactive and supportive throughout, helping us ramp up quickly and confidently. **What problems is Pecan solving and how is that benefiting you?** Pecan.ai has been instrumental in helping us tackle one of our most complex marketing challenges: understanding the overlap and duplication of retention spend across direct mail and digital channels. With their advanced modeling capabilities, we’ve been able to analyze where we might be over-investing to reach the same customer multiple times, and how to reallocate spend for more efficient outcomes. ### 12. Speeds Up Analytics with Easy Model Deployment **Rating:** 4.0/5.0 stars **Reviewed by:** Duncan W. | Manager, Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** December 22, 2025 **What do you like best about Pecan?** I like Pecan because it helps our analytics teams move faster by abstracting away the effort and domain expertise needed to build and deploy machine learning models. The easy-to-navigate UI and dedicated customer support are big pluses. Also, the Databricks integration process was easy to set up, making our workflow smoother. It definitely helps us create machine learning models more quickly. **What do you dislike about Pecan?** I think there could be improvements with increased visibility into model logic and more options for custom model tuning. It would be helpful if customers had more visibility into the model. **What problems is Pecan solving and how is that benefiting you?** Pecan helps our analytics teams move faster by simplifying the building and deploying of machine learning models, and its easy navigation and dedicated support enhance our efficiency. ### 13. Senior Data Analyst **Rating:** 5.0/5.0 stars **Reviewed by:** Marina N. | Senior Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 27, 2025 **What do you like best about Pecan?** The product is easy to implement and includes all the tools needed to analyze the model and identify its strengths and weaknesses. The team provides excellent onboarding, and the platform itself helps you move toward your business goals. **What do you dislike about Pecan?** There’s still some work needed on the data quality side, as the system naturally relies on clean and well-prepared data. But Pecan provides great tools that make this process much easier and more efficient. **What problems is Pecan solving and how is that benefiting you?** Pecan helped us build a predictive model for the next purchase over a long time horizon. The main benefit is that it expands the number of customers we can re-engage and bring back into the sales funnel. ### 14. Intuitive, powerful Predictive platform tool **Rating:** 5.0/5.0 stars **Reviewed by:** Brian J. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Pecan?** Pecan is very a very straight forward end-to-end predictive model deployment tool. We have been using Pecan for 3 months now, and nearing our first production model for demand forecasting. I'm pleased to say that their support and pro enablement team is a 10/10. Great people with great domain knowledge and very focused on business value solutions to help you expedite your experiments and have something in production as quick as possible. The tool is definitely made for those teams that don't have the band-width or data scientists onboard...easy to use and lots of guardrails **What do you dislike about Pecan?** Coming from a data science background, sometimes I wish we had more control over the models used for each use case and the possibility of introducing custom optimization metric **What problems is Pecan solving and how is that benefiting you?** Improving our demand forecasting by adding seasonality, promo calendar, and other non linear relationship features to it ### 15. Pecan makes predictive modeling quick and easy **Rating:** 5.0/5.0 stars **Reviewed by:** Adam S. | Director, Strategic Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** September 26, 2025 **What do you like best about Pecan?** Pecan makes it very easy for anyone who knows SQL to be able to easily create and productionize predictive models that can drive positive ROI for their business. They also have a team that will help you to be successful in building useful models. **What do you dislike about Pecan?** There's not much to dislike about Pecan, but if I have to choose a few things it would be that it's a bit of a black box when it comes to exactly how it's creating the model. **What problems is Pecan solving and how is that benefiting you?** Pecan has helped us to predict customer lifetime value so we can more quickly see the impact of different interventions. We also have models across a variety of different business use cases. ### 16. Enables Prediction While Minimizing Setup **Rating:** 4.5/5.0 stars **Reviewed by:** R H. | Senior Product Manager **Reviewed Date:** February 04, 2026 **What do you like best about Pecan?** I like Pecan's interface and agent as they help me, as a semi-technical person, to explore and groom my data. I also like that their customer success team is knowledgeable, responsive, and genuinely interested in my success. **What do you dislike about Pecan?** Nothing comes to mind. **What problems is Pecan solving and how is that benefiting you?** I use Pecan to analyze data and predict user trends, saving time in understanding and creating predictive models while my team focuses on other tasks. ### 17. Exceptional Support and a well rounded platform **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in International Trade and Development | Mid-Market (51-1000 emp.) **Reviewed Date:** October 29, 2025 **What do you like best about Pecan?** As someone who does not have a data engineering or data science background the guidance provided by the support team helped us to easily set up our first models. We were able to improve our prediction speed and quality as well as gaining valuable insights into our data. The team at Pecan did an amazing job at giving us small improvements that were easy to understand and implement. The AI chat function for the SQL Queries helped us massively. Mainly being able to control the Predictive Question as well as the influencing attributes was a big positive and took away the feeling of having a complete black box. **What do you dislike about Pecan?** Although Pecan offered many advantages for our particular use case, it unfortunately still lacks features for detecting data drifts or anomalies, as well as the ability to flag unexpected trends—capabilities that would have been extremely useful for us. Additionally, without the excellent support provided by the Pecan Team, setting up an effective model that truly benefited our daily operations would have been quite challenging, as we had little expertise in ML - Algorithms and models. **What problems is Pecan solving and how is that benefiting you?** Pecan helped us increase the efficiency of our predictions, and its platform also enabled us to evaluate those predictions much more quickly. ### 18. Seamlessly designed predictive tool with powerful capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Moulick M. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2025 **What do you like best about Pecan?** What stands out to me is how simple the platform is to use end-to-end. Their support and enablement folks have been fantastic, super responsive, knowledgeable, and always focused on solving real business problems. It’s helped us move from experimenting to production much faster than I expected, with plenty of guardrails along the way. **What do you dislike about Pecan?** I sometimes miss having deeper control , for example, selecting specific models for different use cases or defining custom optimization metrics. **What problems is Pecan solving and how is that benefiting you?** Improving demand forecasting to properly catch change in demand and other unknown factors which we currently don't consider in our current model. ### 19. An efficient tool for accelerating actionable insights **Rating:** 4.5/5.0 stars **Reviewed by:** Ella W. | Data Analytics Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2025 **What do you like best about Pecan?** Pecan provides a very efficient solution for us to transition from raw data, to model, and to action. The team provides a very solid support throughout the model training process. The tool is easy to use. It accelerates the process for actionable insights. **What do you dislike about Pecan?** Right now the model trained by Pecan are still for batch run only, no real time model run yet. **What problems is Pecan solving and how is that benefiting you?** We are trying to stop the risky users from abusing our platform, and the model Pecan trained for us helped us develop a strategy against it. ### 20. Pecan: Powerful Yet Evolving **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Glass, Ceramics & Concrete | Mid-Market (51-1000 emp.) **Reviewed Date:** August 28, 2025 **What do you like best about Pecan?** It's quite well designed, and the results seem to be effective also that can be relied upon on decision making level. Data Models are quite good, and Product Support is on a dependable level. SQL Users can find it more comfortable when dealing with Pecan. Queries and Prompts can be modified while dealing with the data set processing. **What do you dislike about Pecan?** Data Model cannot be selected before training the model. Executed queries cannot be downloaded separately before the training the model/prediction. Certain Times, the prompt is not being taken into consideration. **What problems is Pecan solving and how is that benefiting you?** Pecan helps in turning raw business data into clear predictions without needing heavy coding or deep data science expertise. It makes it easier to build and run models, especially for SQL users, so decisions can be based on facts instead of guesswork. This saves time, reduces manual effort, and helps in making more confident business decisions. ### 21. Analytics Accelerator **Rating:** 5.0/5.0 stars **Reviewed by:** Campbell F. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 25, 2025 **What do you like best about Pecan?** Tremendously easy to use and very functional for what it is. It accelerates the development time of models from months to weeks. It also shows many useful items such as what components are effective in the model development. **What do you dislike about Pecan?** Automation and data feeds take a little time to work through for recurring items. Once set up they are great, but initial discovery can be a little challenging. **What problems is Pecan solving and how is that benefiting you?** Peacan has identified a propensity to churn that has been tremendously impactful. It has developed a starting point we can capitalize from as we move forward. ### 22. Great Tool for Predictive Insights **Rating:** 5.0/5.0 stars **Reviewed by:** Tushar P. | IT Support Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 26, 2025 **What do you like best about Pecan?** It’s really easy to use and saves a lot of time by automating predictive models. The insights are clear and practical, even without a big data science team. **What do you dislike about Pecan?** The setup can feel a bit tricky at first, and I wish there were more options for customizing models. **What problems is Pecan solving and how is that benefiting you?** Pecan helps us predict customer behavior and demand without needing deep data science skills. It turns raw data into useful forecasts quickly, which helps us make better business decisions and plan ahead with more confidence. ### 23. Pecan Experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Mid-Market (51-1000 emp.) **Reviewed Date:** August 26, 2025 **What do you like best about Pecan?** Pecan has been an incredibly helpful program for our business to get our Machine Learning programs built and implemented in a fast and simple manner. The support from the Pecan team has been stellar and they are always available to assist in the event of questions. Integrating with our various systems was a breeze. **What do you dislike about Pecan?** No negative reviews at this point in time. **What problems is Pecan solving and how is that benefiting you?** Pecan is helping us provide estimated delivery dates for our packages. ### 24. Great product with a fantastic support team **Rating:** 4.0/5.0 stars **Reviewed by:** Pete C. | Senior GTM Analytics Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Pecan?** It automates the machine learning process and makes it very easy to iterate. Implementation is also relatively quick **What do you dislike about Pecan?** Sometimes it's difficult to customize models and select different models. The auto-selection process eliminates the ability to toggle between different models for a business use case **What problems is Pecan solving and how is that benefiting you?** Pecan is helping solve churn risk analysis ### 25. Great predictive analytics tool for Business **Rating:** 4.5/5.0 stars **Reviewed by:** Deepak M. | Application Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about Pecan?** The simplicity and the easy to use, you can simply load data to the platform and generate ML based prediction without needing a data scientist. **What do you dislike about Pecan?** Nothing to dislike, Pecan is a good product. **What problems is Pecan solving and how is that benefiting you?** Customer repeat purchase prediction and Customer fraud detection. ### 26. An excellent tool for data analysis and forecasting future results. **Rating:** 4.5/5.0 stars **Reviewed by:** Dilip p. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 26, 2025 **What do you like best about Pecan?** A powerful and insightful tool designed to transform data into meaningful analysis and reliable predictions for the future. **What do you dislike about Pecan?** There are no points of concern or disappointment at this time. **What problems is Pecan solving and how is that benefiting you?** Benefits of consolidating customer invoices. ### 27. Robust and detailed **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Building Materials | Mid-Market (51-1000 emp.) **Reviewed Date:** August 22, 2025 **What do you like best about Pecan?** Output provided is very detailed. Helps reconfigure and edit as needed. The support provided by the team is wonderful. They are very prompt in helping. **What do you dislike about Pecan?** Requires at least intermediate level understanding of SQL **What problems is Pecan solving and how is that benefiting you?** Demand forecasting ### 28. Great for sales forecasting **Rating:** 4.5/5.0 stars **Reviewed by:** Shola L. | Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** October 02, 2025 **What do you like best about Pecan?** Setting up was extremely straightforward, and anyone with a basic understanding of SQL can quickly and easily build accurate forecast models. There is no need for deep expertise in machine learning. The Pecan team proved to be an invaluable resource, consistently going above and beyond to assist us at every stage. They answered all our questions and, even when we requested features outside the current model's scope, they worked diligently to find solutions. Overall, I was able to build multiple models very quickly, and they fit our data exceptionally well. **What do you dislike about Pecan?** From my experience, the model feels a bit like a black box. However, the team collaborated with us to build a schematic that clarified how the model works and understand our data better. The error messages are not very informative, so I frequently had to contact the Pecan team for assistance instead of being able to troubleshoot problems independently. **What problems is Pecan solving and how is that benefiting you?** Pecan assisted us in forecasting our demand based on our pricing and spending levels. Additionally, it enabled us to identify which parameters truly influenced our demand. ### 29. Best Predictive Analysis Tool - Pecan **Rating:** 4.5/5.0 stars **Reviewed by:** sanfiya p. | Research Executive II, Mid-Market (51-1000 emp.) **Reviewed Date:** January 24, 2023 **What do you like best about Pecan?** Pecan is beneficial tool to find future trends across any vertical of business.We can use SQL knowledge to gain automated graphs and trends to improve our process. The best thing about pecan is beginner coder can quickly work on pecan. **What do you dislike about Pecan?** Pecan takes more times to process the data. For example,if we are analyzing data for more number of years and it contains many attributes, it gets stucks when we are running with low ram and moderate GUI systems. **What problems is Pecan solving and how is that benefiting you?** We use pecan to project talent management in next ten years wherein we observed the future domains for growth,the locations with those specific talent density, and pay we should provide those talent.This analysis helps us to get the clear view of future talent management which helps the recruiting team. The identification of specific location helps the management to set up the office in that particular area. It also helps the team in reskilling in any specific skills the team has to learn in the future. Since Pecan can be used to handle both structured and unstructured data, it made our process much easier than we expect. ### 30. "Best AI Platform to grow Business" **Rating:** 4.5/5.0 stars **Reviewed by:** Sunny A. | Consultant ServiceNow, Computer Software, Enterprise (> 1000 emp.) **Reviewed Date:** January 22, 2023 **What do you like best about Pecan?** Pecan is very easy to use the UI makes it attractive. machine learning and neural networks allow for quick and automated deployment. The very focused team, professional and great service. **What do you dislike about Pecan?** There is nothing I dislike about pecan they are new to the business yet they know their way and can get the work done for your organization. Try them out you won't regret it. **What problems is Pecan solving and how is that benefiting you?** Pecan increased effectiveness and cost savings, improved accuracy and decision-making, and the ability to handle large amounts of data. They helped our business grow in a small span of time. Great work! ### 31. Great product, great customer success **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Internet | Mid-Market (51-1000 emp.) **Reviewed Date:** February 02, 2022 **What do you like best about Pecan?** The platform is intuitive, easy to use and data-rich. Very flexible product that gave good results in various different use cases. Great customer success helps you through the entire process. **What do you dislike about Pecan?** Platform is still relatively new, and can be a bit buggy sometimes. Issues are usually solved rather quickly though. **What problems is Pecan solving and how is that benefiting you?** Detection of high risk actions, marketplace abuse and manipulation. ### 32. Lifetime Value Optimization = MINDBLOWING! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** December 16, 2021 **What do you like best about Pecan?** The ease of creating new predictive models, including easily changing the target and time horizon. I never thought the tech in this field could be so easy to use and manage. **What do you dislike about Pecan?** The UI could be snappier, but that's ok. The value we get is worth the extra 1-2 minutes it takes to learn how to use Pecan. **Recommendations to others considering Pecan:** We're using Pecan for Lifetime Value Optimization. Do yourself a favour and try it as well. **What problems is Pecan solving and how is that benefiting you?** All my time was previously spent on data prep and cleaning. Now I can focus on the real tasks - because with Pecan everything is handled quickly by automation. I didn't think was possible in predictive modeling ### 33. Pecan + MPL - Data Science Vertical + Platform Business Use Cases **Rating:** 5.0/5.0 stars **Reviewed by:** Achilles S. | Data Scientist - II, Enterprise (> 1000 emp.) **Reviewed Date:** July 29, 2021 **What do you like best about Pecan?** Ease of working with the team at Pecan and the ease of creating and implementing models within projects. **What do you dislike about Pecan?** Nothing actually - everything is perfect. **Recommendations to others considering Pecan:** There is no text in an unknown language to translate. **What problems is Pecan solving and how is that benefiting you?** Problems being solved: Churn, Retention, GMV Forecasting, Revenue Forecasting, Deposit Forecasting, CM1 Forecasting, Growth Models, Regression and Classification models. Benefits: Creating projects on the fly and faster to be integrated with models being built at breakneck speed which would not be possible without Pecan. ### 34. We created successful models for fraud detection purposes. **Rating:** 5.0/5.0 stars **Reviewed by:** Daniel F. | Fraud Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 15, 2021 **What do you like best about Pecan?** Great model results with a low amount of effort **What do you dislike about Pecan?** The platform can be a little buggy sometimes, but I know that they are in the midst of upgrading it. **What problems is Pecan solving and how is that benefiting you?** Discovering fake orders, indicating malicious user activity. ### 35. Enterpise grade automated and AI-based predictive analytics platform **Rating:** 5.0/5.0 stars **Reviewed by:** Lior W. | Director, SAP.iO Foundry Tel-Aviv, Enterprise (> 1000 emp.) **Reviewed Date:** February 01, 2021 **What do you like best about Pecan?** With no data preparation, engineering, or preprocessing, Pecan connects directly to various data sources, unifies and standardizes the data, and allows for quick and automated deployment of predictive models. Using machine learning and neural networks, Pecan automates the entire predictive process to decipher patterns in the data and prioritize relevant insights. **What do you dislike about Pecan?** Nothing to dislike. Pecan is a growing early starge company but it is backed by enterpise SW companies like SAP that allow global expansion. **What problems is Pecan solving and how is that benefiting you?** Some of the most common predictions that Pecan can make relate to price optimization, customer collection, supply chain optimization, procurement optimization, churn prediction, customer activity volume, and customer worth over time. With accurate predictions, companies using Pecan’s solution know exactly what actions to take to increase revenues, improve retention rates, and realize whatever the business objective at-hand is. ### 36. Great predictive analytics tool for Business/Strategic Leader or for Data Analysts **Rating:** 5.0/5.0 stars **Reviewed by:** Dorit S. | VP Data, Enterprise (> 1000 emp.) **Reviewed Date:** March 04, 2021 **What do you like best about Pecan?** The simplicity and the easy way you can simply load data to the platform and generate ML based prediction without needing a data scientist - especially with the talents war we all experience now-days. Professional and great team with an amazing service! Focused on truly bringing business value. Very easy deployment. **What do you dislike about Pecan?** As a data scientist we are not exposure to all the algo behind. Error handling could be improved - this is overcome today together with their customer success team. **What problems is Pecan solving and how is that benefiting you?** LTV, Churn, Upsell, cross-sell ML based models ### 37. Straightforward business analytics platform **Rating:** 5.0/5.0 stars **Reviewed by:** Michael M. | Vice President of Innovation - Israel, Enterprise (> 1000 emp.) **Reviewed Date:** January 30, 2021 **What do you like best about Pecan?** Pecan's platform and architecture serves as a quick platform-to-results solution highly relevant for organizations (SMBs and corporates alike) who are looking for high ROI on their analytical investment. The return is in speed as well as in direct investment. The Pecan team are business oriented and are very knowledgable on the specific practices and analytical outcome point of view **What do you dislike about Pecan?** Looking forward seeing a long-term product and a wider array of solutions reaching far and beyond current retail focus. Maybe healthcare in the future? **What problems is Pecan solving and how is that benefiting you?** Seeing business results quickly at the client side. Quick integration and easy to manage results. ### 38. From idea to POC in incredible time **Rating:** 5.0/5.0 stars **Reviewed by:** Jonathan K. | Head of Product, Small-Business (50 or fewer emp.) **Reviewed Date:** February 02, 2021 **What do you like best about Pecan?** The time from the STM to a functioning POC was quite incredible. What would've probably taken us months was done in weeks. Additionally, they assigned a team of dedicated professionals to help beyond the original SOW. **What do you dislike about Pecan?** Nothing really. It was a great experience end-to-end. **What problems is Pecan solving and how is that benefiting you?** We needed to prove to stakeholders that it is possible to identify patterns in world trade and use messy-data to predict trading partners and volume of trade. Pecan has helped us prove that including and what measure of success we can expect given different data sources and volume. ### 39. Excellent experience. Very professional and very easy to work with. **Rating:** 5.0/5.0 stars **Reviewed by:** Tomer P. | Director of Products and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** January 31, 2021 **What do you like best about Pecan?** Bottom line - they get the job done, and deliver great results without any fuss. **What do you dislike about Pecan?** Their new location is quite uncomfortable to get to. **What problems is Pecan solving and how is that benefiting you?** Churn, NBO and Fraud detection are our main focus points right now. We are looking to expand it later on. - [View Pecan pricing details and edition comparison](https://www.g2.com/products/pecan/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-23+11%3A41%3A28+-0500&secure%5Bsession_id%5D=ef736007-dddb-4d05-a971-b95adf115b0c&secure%5Btoken%5D=9183cd455ce361f118f7a36e4f75874bcdd825693c332e0762efb333bb4b7ee0&format=llm_user) ## Pecan Integrations - [Adjust](https://www.g2.com/products/adjust/reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) - [AppsFlyer](https://www.g2.com/products/appsflyer/reviews) - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [ClickHouse](https://www.g2.com/products/clickhouse/reviews) - [Databricks Migration](https://www.g2.com/products/databricks-migration/reviews) - [Db2 Big SQL](https://www.g2.com/products/db2-big-sql/reviews) - [Delta](https://www.g2.com/products/delta/reviews) - 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Lead Builder - CRM Integration - Marketing Automation Integration - Social Media Integration - Data Import & Export Tools **Data Source Access** - Breadth of Data Sources - Ease of Data Connectivity - API Connectivity **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **System** - Data Ingestion & Wrangling **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Data Management** - Consolidation - Data types - Correction - Cleansing - Validation **Integration - Machine Learning** - Integration **Agentic AI - Lead Scoring** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Decision Making **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Statistical Tool** - Scripting - Data Mining - Algorithms **Attribution** - Lead Opportunity - Lead Assignment - Pipeline Acceleration **Marketing Operations** - ROI Tracking - Data Collection - Customer Insights - Multi-User Access - Spend Management - White Label **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Data Interaction** - Profiling and Classification - Metadata Management - Data Modeling - Data Joining - Data Blending - Data Quality and Cleansing - Data Sharing - Data Governance **Management** - Cataloging - Monitoring - Governing - Model Registry **Model Development** - Feature Engineering **Operations** - Metrics - Infrastructure management - Collaboration **Analytics** - KPIs - Forecasting - Reports and Dashboards - Predictive analytics **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Data Analysis** - Analysis - Data Interaction **Discovery** - Lead Management - Scoring/Ranking - Lead Context **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Data Exporting** - Breadth of Integrations - Ease of Integrations - Data Workflows **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Management** - Cataloging - Monitoring - Governing **Mobile** - Mobile dashboard - Mobile application **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Management** - Conversion Viability - Workflow **Campaign Activity** - Campaign Insights - Reports and Dashboards - Campaign Stickiness - Multichannel Tracking - Brand Optimization - Predictive Analytics **Deployment** - Managed Service - Application - Scalability **Platform Additional Functionality** - Cloud - On-Premise **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - 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