Break through the limits of traditional business intelligence and data science with AI-powered predictive analytics. Start benefiting from accurate, reliable predictive models in just days with an accessible, low-code solution that connects to and combines your data, customizes models to fit your business KPIs, and integrates predictions directly into your existing systems for immediate action.
Start with the Business Problem
Use Pecan’s simple interface to quickly turn your business need into a predictive question. Pecan’s predictive modeling remains laser-focused on positive business outcomes — without the typical hiccups in manual data science. As your business changes, change your question on the fly without having to re-engineer your model.
Automate Data Prep and Modeling
Manual data prep can be the biggest time sink in predictive modeling, adding weeks or months to a project’s timeline. Plug in your data sources and the Pecan platform automates data restructuring, encoding and cleansing, imputation, and feature selection and engineering.
From Prediction to Action with Automated MLOps
Send high-resolution predictions to your business action systems on a recurring schedule. Skip the ongoing technical headache of monitoring models with Pecan’s Live Evaluation to minimize model drift and optimize ongoing performance.
Speed, usability, and advanced AI
Advanced features to ensure accurate, actionable predictions
With Pecan you can naturally connect to a variety of databases via code-free integration—and no database manipulation. Once you’re connected, use the simple drag-n-drop interface to create ML-ready data sets.
Automating feature engineering, feature selection, and encoding not only saves time on one of the most complicated parts of the predictive process, but it enables your outputs to improve as Pecan constantly trains and optimizes your models, prioritizing features as they change in importance over time.
Matching the nature of your data, its size, and the predictions you require, Pecan constructs a large number of deep neural networks. After an exhaustive set of recursive competitions between multiple networks, only one fully trained neural network is left – uniquely evolved and refined for optimal performance and accuracy.
Your first time using Pecan will yield predictions in just days. But it only gets better—Pecan’s AI-powered optimization will continually analyze your data to yield better, more accurate predictions as time goes on. Use the live dashboard to decide on actions and monitor performance.