Pecan AI
Pecan AIReviews from AWS customer
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Effortless Predictive Modeling with Excellent Support
What do you like best about the product?
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 the product?
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 the product solving and how is that benefiting you?
Pecan helps us run predictive models quickly without a dedicated data science team.
Simplicity and Flexibility Make Pecan a Powerful Tool for LTV Predictions
What do you like best about the product?
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 the product?
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 the product 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.
Streamlined Fraud Prevention with Stellar Support
What do you like best about the product?
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 the product?
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 the product 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.
Speeds Up Analytics with Easy Model Deployment
What do you like best about the product?
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 the product?
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 the product 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.
Exceptional Support and a well rounded platform
What do you like best about the product?
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 the product?
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 the product 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.
Senior Data Analyst
What do you like best about the product?
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 the product?
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 the product 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.
Great for sales forecasting
What do you like best about the product?
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 the product?
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.
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 the product 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.
Pecan tool and team helped us expediate sales forecasting and scenario modeling
What do you like best about the product?
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 the product?
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 the product 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.
Pecan makes predictive modeling quick and easy
What do you like best about the product?
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 the product?
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 the product 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.
Pecan: Powerful Yet Evolving
What do you like best about the product?
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.
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 the product?
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.
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 the product 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.
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