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Pecan

By Pecan.ai

4.7 out of 5 stars
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Pecan Reviews & Product Details

Pricing

Pricing provided by Pecan.

Starter

Starting at $760.00
Per Month

Pecan Media

Pecan Demo - Turn Predictions into Business Actions
See how you can turn predictions into clear business insights. The Act Dashboard highlights key metrics, predicted outcomes, and recommended next steps - empowering business and data users alike to generate insights with no code required.
Pecan Demo - Monitor and Maintain Model Health
Pecan automatically tracks and detects potential data drift, overfitting, and data leakage over time. You receive clear recommendations to keep your models accurate, stable, and reliable in production.
Pecan Demo - Evaluate Model Performance and Accuracy
Review your model’s accuracy and predicted impact in one place. The dashboard helps you validate performance and understand key drivers behind your results.
Pecan Demo - Prepare and Explore Data with AI Guidance
Use the Predictive AI Agent to explore your data and turn business questions into reliable predictions. The integrated notebook shows how data is prepared and models are built and validated, helping teams move from raw data to production-ready predictions in days, not months.
Pecan Demo - Generate and Deliver Predictions Anywhere
Generate predictions in a matter of days or weeks, then write them directly to any environment - your CRM, data warehouse, or BI tool. Easily integrate results into your existing business processes to turn insights into action.
Pecan Demo - Understand Every Prediction
Drill down into any individual prediction to see which factors influenced it most. Gain transparency and trust through prediction-level explainability, showing exactly how your model reached each outcome.
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Pecan Reviews (35)

Reviews

Pecan Reviews (35)

4.7
35 reviews

Review Summary

Generated using AI from real user reviews
Users consistently praise Pecan for its ease of use and excellent support, which help streamline the predictive modeling process without requiring extensive data science expertise. The platform allows users to quickly generate actionable insights, making it a valuable tool for businesses looking to enhance their analytics capabilities. However, some users note that it can feel like a black box in terms of model transparency.

Pros & Cons

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Verified User in Entertainment
UE
Small-Business (50 or fewer emp.)
"Fully Supportive Team for Building Predictive Models with Pecan"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

"Streamlined Fraud Prevention with Stellar Support"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Amir B.
AB
Senior Direct of Data Analytics
Mid-Market (51-1000 emp.)
"Pecan tool and team helped us expediate sales forecasting and scenario modeling"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Verified User in Sports
US
Mid-Market (51-1000 emp.)
"Pecan Predictive Model Build Success"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

CL
"Effortless Predictive Modeling with Excellent Support"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Matías D.
MD
Head of Data
"Simplicity and Flexibility Make Pecan a Powerful Tool for LTV Predictions"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Adrian X. M.
AM
CFO/COO
Mid-Market (51-1000 emp.)
"Incredible Tool and Even Better Support Team"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Duncan W.
DW
Manager, Analytics
Mid-Market (51-1000 emp.)
"Speeds Up Analytics with Easy Model Deployment"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

MN
Senior Data Analyst
Enterprise (> 1000 emp.)
"Senior Data Analyst"
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Brian J.
BJ
Data Analyst
Mid-Market (51-1000 emp.)
"Intuitive, powerful Predictive platform tool"
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 Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

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Pricing Options

Pricing provided by Pecan.

Starter

Starting at $760.00
Per Month

Business

Starting at $1,400.00
Per Month

Enterprise

Starting at $2,000.00
Per Month
Pecan Features
Scripting
Data Mining
Algorithms
Analysis
Data Interaction
Modeling
Data Visualizations
Report Generation
AI Text Generation
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Pecan