Pecan Reviews & Product Details

The UI is friendly for analysts and is great for providing a simple step-by-step framework of building, training, and shipping a model to production. The support team has also been extremely receptive of feedback/questions that are raised, and are quick to investigate and even implement changes on the platform according to our feedback/requests. I also appreciate the tool's recommendation features where it will automatically provide troubleshooting for any issues that it can see. I also really like the "compare" tool and customized fields for multiple comparisons. Review collected by and hosted on G2.com.

I wish there was a way to group flows together, and an archive vs delete option. Review collected by and hosted on G2.com.

Forecasting is hard! But the Pecan platform makes it a lot easier. It is very easy to setup a forecasting environment, something that can take great time and effort when done independently. It really is as easy as uploading a data file, chatting briefly with an ai agent, build a model. The best part, however, comes from the support you receive from the Pecan team. They walk side by side with you when building the model and give excellent advice and feedback on your project. They are very knowledgeable and very easy to work with. Review collected by and hosted on G2.com.

There are some limitations with the platform. The biggest thing for me was project memory. I had to keep a running log of things to try and build or ideas to test. That does not live natively in the tool. The Pecan team is there is help with project planning, but it would be great if this planning aspect could be available inside the tool itself. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

The speed of getting to a working model. We connected our Snowflake data, defined the predictive question, and had something meaningful to show stakeholders within weeks without needing a dedicated data science team. The iterative weekly sessions also help a lot: the Pecan team actively help with the whole process and challenges your assumptions. Review collected by and hosted on G2.com.

Not fully self service yet, getting the predictive question right takes a few iterations, and setting up the data structure pipeline requires some hand holding from their team (but they are super helpful and responsive). Fine once it's running, but the setup phase is slower than expected. Review collected by and hosted on G2.com.

It made EDA very simple and also made it easier to learn about our business. I loved working with the team—they were extremely knowledgeable and also very strict about making sure the models were solid and that there was no leakage. We’d been trying to get a churn model up and running, but with a small team we could never get through all of the modeling, and the results were never very good. Now our new model is doing amazing at predicting based on our data! id say its definitely worth the price Review collected by and hosted on G2.com.

nothing so far - its been really helpful Review collected by and hosted on G2.com.

the AI chatbox integrated with the model/feature development UI very well. Very easy for users to explore different features and iterate Review collected by and hosted on G2.com.

the sql syntax sometimes is a bit different with snowflake which need some extra adjustment when copy a sql query Review collected by and hosted on G2.com.

I like how intuitive and easy Pecan is to work with. The model building process with the agent is simple and efficient, and the model results are presented clearly. This makes it easy to understand the model's accuracy, performance, and influential attributes. The Pecan team is also very supportive, being responsive, professional, and providing helpful guidance when needed. Additionally, the initial setup was very easy. Review collected by and hosted on G2.com.

Pleased with the platfom Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

It took us awhile to get to a usable model, though some of that was from delays on our side. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.