Pecan AI | Predictive Analytics Software - How it works
Pecan's Predictive AI Agent

You Can Build Predictive Models

Anyone on your team can now build accurate, validated predictive models. No coding. No data science degree. No waiting for IT.

Just ask a question, and Pecan’s AI agent guides you through building a production-ready model in minutes.

Connect

Easily connect your real-world messy data

01

Define

Talk to our Agent to define your use case and explore your data

02

Build

Let Pecan handle the heavy lifting of model building.

03

Predict

Get explainable predictions

04

Act

Schedule and act on your predictions for real-world impact

05

Connect

Easily connect your real-world messy data

01

Define

Talk to our Agent to define your use case and explore your data

02

Build

Let Pecan handle the heavy lifting of model building.

03

Predict

Get explainable predictions

04

Act

Schedule and act on your predictions for real-world impact

05
How it works
Pecan makes building and deploying predictive models easy for everyone - even if you’re not a data scientist. Here’s how you go from raw data to useful predictions in five simple stages:
01
CONNECTORS
02
DATA MODELING
03
MODEL EVALUATION
04
NO-CODE DEPLOYMENT
05
ASK AND PREDICT

Connect to Your Existing Data

Plug into what you already have - no setup headaches

Pecan connects instantly to your data warehouse, CRM, or any database with built-in connectors. Our automated ETL process handles all the technical integration work, so your data flows seamlessly into Pecan with zero manual effort.

Explore our integrations

Data Prep & Cleanup Made Easy

Transform your raw data into AI-ready data in minutes using Agentic technology

Pecan’s Agent automatically transforms your raw data into perfect model training sets using auto-generated SQL, turning the biggest project bottleneck into a quick win.

AI creates smart features while keeping you safe

Pecan’s Agent automatically engineers powerful features from your data and applies robust data science guardrails. These safeguards prevent modeling errors, ensure data quality, and maintain model reliability. You are always in the driver seat, without needing to understand the complex technical details.

See model performance in plain business terms

Understand your model's accuracy - no PhD required

Pecan automatically evaluates your model using business-focused metrics and explains performance in natural language. You’ll see exactly how accurate your predictions are in terms that make sense for your specific use case.

Schedule, run, and deliver predictions automatically

Set it once, predictions flow forever.

Pecan makes it easy to deploy your model and generate predictions on new data according to your schedule. Fresh predictions flow directly back to your CRM, data warehouse, or any system to trigger automated actions or update your existing dashboards.

Turn Predictions Into Result-Driving Recommendations

Pecan doesn’t just show you what’s coming - it tells you exactly what to do about it.

Ask Pecan questions about your predictions in natural language, like “Show me churn trends by region” or “Which campaigns drive the highest conversion rates?”. Our AI instantly generates insights and visualizations, so any business user can explore patterns and validate results without waiting for technical support.